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ORCIDEMNLP (Findings) 2022: Abu Dhabi, United Arab Emirates
- Yoav Goldberg, Zornitsa Kozareva, Yue Zhang:
Findings of the Association for Computational Linguistics: EMNLP 2022, Abu Dhabi, United Arab Emirates, December 7-11, 2022. Association for Computational Linguistics 2022 - Zhicheng Yang
, Jinghui Qin, Jiaqi Chen, Liang Lin, Xiaodan Liang:
LogicSolver: Towards Interpretable Math Word Problem Solving with Logical Prompt-enhanced Learning. 1-13 - Yincen Qu, Ningyu Zhang, Hui Chen, Zelin Dai, Chengming Wang, Xiaoyu Wang, Qiang Chen, Huajun Chen:
Commonsense Knowledge Salience Evaluation with a Benchmark Dataset in E-commerce. 14-27 - Reid Pryzant, Ziyi Yang, Yichong Xu, Chenguang Zhu, Michael Zeng:
Automatic Rule Induction for Efficient Semi-Supervised Learning. 28-44 - Jian Song, Di Liang, Rumei Li, Yuntao Li, Sirui Wang, Minlong Peng, Wei Wu, Yongxin Yu:
Improving Semantic Matching through Dependency-Enhanced Pre-trained Model with Adaptive Fusion. 45-57 - James Lee-Thorp, Joshua Ainslie:
Sparse Mixers: Combining MoE and Mixing to build a more efficient BERT. 58-75 - Lihui Zhang, Ruifan Li:
KE-GCL: Knowledge Enhanced Graph Contrastive Learning for Commonsense Question Answering. 76-87 - Daniil Cherniavskii, Eduard Tulchinskii, Vladislav Mikhailov, Irina Proskurina, Laida Kushnareva, Ekaterina Artemova, Serguei Barannikov, Irina Piontkovskaya, Dmitri Piontkovski, Evgeny Burnaev:
Acceptability Judgements via Examining the Topology of Attention Maps. 88-107 - Yekun Chai, Shuohuan Wang, Yu Sun, Hao Tian, Hua Wu, Haifeng Wang:
Clip-Tuning: Towards Derivative-free Prompt Learning with a Mixture of Rewards. 108-117 - Xiaonan Li, Daya Guo, Yeyun Gong, Yun Lin, Yelong Shen, Xipeng Qiu, Daxin Jiang, Weizhu Chen, Nan Duan:
Soft-Labeled Contrastive Pre-Training for Function-Level Code Representation. 118-129 - Ziyang Luo, Yadong Xi, Rongsheng Zhang, GongZheng Li, Zeng Zhao, Jing Ma:
Conditioned Masked Language and Image Modeling for Image-Text Dense Retrieval. 130-140 - Sara Papi, Marco Gaido, Matteo Negri, Marco Turchi:
Does Simultaneous Speech Translation need Simultaneous Models? 141-153 - Tuan Dinh, Jy-yong Sohn, Shashank Rajput, Timothy Ossowski, Yifei Ming, Junjie Hu, Dimitris S. Papailiopoulos, Kangwook Lee:
Utilizing Language-Image Pretraining for Efficient and Robust Bilingual Word Alignment. 154-168 - Mingxuan Ju, Wenhao Yu, Tong Zhao, Chuxu Zhang, Yanfang Ye:
Grape: Knowledge Graph Enhanced Passage Reader for Open-domain Question Answering. 169-181 - Chao Zhao, Faeze Brahman, Kaiqiang Song, Wenlin Yao, Dian Yu, Snigdha Chaturvedi:
NarraSum: A Large-Scale Dataset for Abstractive Narrative Summarization. 182-197 - Jannis Vamvas, Rico Sennrich:
NMTScore: A Multilingual Analysis of Translation-based Text Similarity Measures. 198-213 - Jared Moore:
Language Models Understand Us, Poorly. 214-222 - Xiangkun Hu, Junqi Dai, Hang Yan, Yi Zhang, Qipeng Guo, Xipeng Qiu, Zheng Zhang:
Dialogue Meaning Representation for Task-Oriented Dialogue Systems. 223-237 - Yinghui Li, Shirong Ma, Qingyu Zhou, Zhongli Li, Yangning Li, Shulin Huang, Ruiyang Liu, Chao Li, Yunbo Cao, Haitao Zheng:
Learning from the Dictionary: Heterogeneous Knowledge Guided Fine-tuning for Chinese Spell Checking. 238-249 - Xilun Chen, Kushal Lakhotia, Barlas Oguz, Anchit Gupta, Patrick S. H. Lewis, Stan Peshterliev, Yashar Mehdad, Sonal Gupta, Wen-tau Yih:
Salient Phrase Aware Dense Retrieval: Can a Dense Retriever Imitate a Sparse One? 250-262 - Qifan Wang, Li Yang, Jingang Wang, Jitin Krishnan, Bo Dai, Sinong Wang, Zenglin Xu, Madian Khabsa, Hao Ma:
SMARTAVE: Structured Multimodal Transformer for Product Attribute Value Extraction. 263-276 - Daoguang Zan, Bei Chen, Zeqi Lin, Bei Guan, Yongji Wang, Jian-Guang Lou:
When Language Model Meets Private Library. 277-288 - Shichen Li, Zhongqing Wang, Xiaotong Jiang, Guodong Zhou:
Cross-Domain Sentiment Classification using Semantic Representation. 289-299 - Nils Dycke, Ilia Kuznetsov, Iryna Gurevych:
Yes-Yes-Yes: Proactive Data Collection for ACL Rolling Review and Beyond. 300-318 - Weixian Lei, Difei Gao, Yuxuan Wang, Dongxing Mao, Zihan Liang, Lingmin Ran, Mike Zheng Shou:
AssistSR: Task-oriented Video Segment Retrieval for Personal AI Assistant. 319-338 - Zhiyuan Zhang, Qi Su, Xu Sun:
Dim-Krum: Backdoor-Resistant Federated Learning for NLP with Dimension-wise Krum-Based Aggregation. 339-354 - Zhiyuan Zhang, Lingjuan Lyu, Xingjun Ma, Chenguang Wang, Xu Sun:
Fine-mixing: Mitigating Backdoors in Fine-tuned Language Models. 355-372 - Kurt Shuster, Mojtaba Komeili, Leonard Adolphs, Stephen Roller, Arthur Szlam, Jason Weston:
Language Models that Seek for Knowledge: Modular Search & Generation for Dialogue and Prompt Completion. 373-393 - Tal Schuster, Sihao Chen, Senaka Buthpitiya, Alex Fabrikant, Donald Metzler:
Stretching Sentence-pair NLI Models to Reason over Long Documents and Clusters. 394-412 - Xin Xu, Xiang Chen, Ningyu Zhang, Xin Xie, Xi Chen, Huajun Chen:
Towards Realistic Low-resource Relation Extraction: A Benchmark with Empirical Baseline Study. 413-427 - Han Zhang, Sheng Zhang, Yang Xiang, Bin Liang, Jinsong Su, Zhongjian Miao, Hui Wang, Ruifeng Xu:
CLLE: A Benchmark for Continual Language Learning Evaluation in Multilingual Machine Translation. 428-443 - Houxing Ren, Linjun Shou, Jian Pei, Ning Wu, Ming Gong, Daxin Jiang:
Lexicon-Enhanced Self-Supervised Training for Multilingual Dense Retrieval. 444-459 - Junhong Liu, Yijie Lin, Liang Jiang, Jia Liu, Zujie Wen, Xi Peng:
Improve Interpretability of Neural Networks via Sparse Contrastive Coding. 460-470 - Qi Shi, Qian Liu, Bei Chen, Yu Zhang, Ting Liu, Jian-Guang Lou:
LEMON: Language-Based Environment Manipulation via Execution-Guided Pre-training. 471-485 - Jian Yang, Shaohan Huang, Shuming Ma, Yuwei Yin, Li Dong, Dongdong Zhang, Hongcheng Guo, Zhoujun Li, Furu Wei:
CROP: Zero-shot Cross-lingual Named Entity Recognition with Multilingual Labeled Sequence Translation. 486-496 - Hannah Kirk, Abeba Birhane, Bertie Vidgen, Leon Derczynski:
Handling and Presenting Harmful Text in NLP Research. 497-510 - Ronghao Lin, Haifeng Hu:
Multimodal Contrastive Learning via Uni-Modal Coding and Cross-Modal Prediction for Multimodal Sentiment Analysis. 511-523 - Jianing Wang, Chengyu Wang, Fuli Luo, Chuanqi Tan, Minghui Qiu, Fei Yang, Qiuhui Shi, Songfang Huang, Ming Gao:
Towards Unified Prompt Tuning for Few-shot Text Classification. 524-536 - Andrew K. Lampinen, Ishita Dasgupta, Stephanie C. Y. Chan, Kory W. Mathewson, Michael Henry Tessler, Antonia Creswell, James L. McClelland, Jane Wang, Felix Hill:
Can language models learn from explanations in context? 537-563 - Jiduan Liu, Jiahao Liu, Yang Yang, Jingang Wang, Wei Wu, Dongyan Zhao, Rui Yan:
GNN-encoder: Learning a Dual-encoder Architecture via Graph Neural Networks for Dense Passage Retrieval. 564-575 - Shirong Ma, Yinghui Li, Rongyi Sun, Qingyu Zhou, Shulin Huang, Ding Zhang, Yangning Li, Ruiyang Liu, Zhongli Li, Yunbo Cao, Haitao Zheng, Ying Shen:
Linguistic Rules-Based Corpus Generation for Native Chinese Grammatical Error Correction. 576-589 - Jiahao Zhu, Daizong Liu, Pan Zhou, Xing Di, Yu Cheng, Song Yang, Wenzheng Xu, Zichuan Xu, Yao Wan, Lichao Sun, Zeyu Xiong:
Rethinking the Video Sampling and Reasoning Strategies for Temporal Sentence Grounding. 590-600 - Wenyue Hua, Yongfeng Zhang:
System 1 + System 2 = Better World: Neural-Symbolic Chain of Logic Reasoning. 601-612 - Kai Zhang, Yu Wang, Hongyi Wang, Lifu Huang, Carl Yang, Xun Chen, Lichao Sun:
Efficient Federated Learning on Knowledge Graphs via Privacy-preserving Relation Embedding Aggregation. 613-621 - Zhen Yu, Xiaosen Wang, Wanxiang Che, Kun He:
TextHacker: Learning based Hybrid Local Search Algorithm for Text Hard-label Adversarial Attack. 622-637 - Yue Yang, Artemis Panagopoulou, Marianna Apidianaki, Mark Yatskar, Chris Callison-Burch:
Visualizing the Obvious: A Concreteness-based Ensemble Model for Noun Property Prediction. 638-655 - Huawen Feng, Qianli Ma:
It's Better to Teach Fishing than Giving a Fish: An Auto-Augmented Structure-aware Generative Model for Metaphor Detection. 656-667 - Sishuo Chen, Wenkai Yang, Zhiyuan Zhang, Xiaohan Bi, Xu Sun:
Expose Backdoors on the Way: A Feature-Based Efficient Defense against Textual Backdoor Attacks. 668-683 - Souvik Das, Sougata Saha, Rohini K. Srihari:
Diving Deep into Modes of Fact Hallucinations in Dialogue Systems. 684-699 - Di Wu, Wasi Uddin Ahmad, Sunipa Dev, Kai-Wei Chang:
Representation Learning for Resource-Constrained Keyphrase Generation. 700-716 - Siyan Li, Riley Carlson, Christopher Potts:
Systematicity in GPT-3's Interpretation of Novel English Noun Compounds. 717-728 - Jiashuo Wang, Yi Cheng, Wenjie Li:
CARE: Causality Reasoning for Empathetic Responses by Conditional Graph Generation. 729-741 - Yichun Zhao, Jintao Du, Gongshen Liu, Huijia Zhu:
TransAdv: A Translation-based Adversarial Learning Framework for Zero-Resource Cross-Lingual Named Entity Recognition. 742-749 - Hanyu Duan, Yi Yang, Ahmed Abbasi, Kar Yan Tam:
BARLE: Background-Aware Representation Learning for Background Shift Out-of-Distribution Detection. 750-764 - Teven Le Scao, Thomas Wang, Daniel Hesslow, Stas Bekman, M. Saiful Bari, Stella Biderman, Hady Elsahar, Niklas Muennighoff, Jason Phang, Ofir Press, Colin Raffel, Victor Sanh, Sheng Shen, Lintang Sutawika, Jaesung Tae, Zheng Xin Yong, Julien Launay, Iz Beltagy:
What Language Model to Train if You Have One Million GPU Hours? 765-782 - Hyunsoo Cho, Choonghyun Park, Jaewook Kang, Kang Min Yoo, Taeuk Kim, Sang-goo Lee:
Enhancing Out-of-Distribution Detection in Natural Language Understanding via Implicit Layer Ensemble. 783-798 - Xiaozhuan Liang, Ningyu Zhang, Siyuan Cheng, Zhenru Zhang, Chuanqi Tan, Huajun Chen:
Contrastive Demonstration Tuning for Pre-trained Language Models. 799-811 - Nghi Bui, Yue Wang, Steven C. H. Hoi:
Detect-Localize-Repair: A Unified Framework for Learning to Debug with CodeT5. 812-823 - Sarthak Jain, Varun Manjunatha, Byron C. Wallace, Ani Nenkova:
Influence Functions for Sequence Tagging Models. 824-839 - Yasaman Razeghi, Robert L. Logan IV, Matt Gardner, Sameer Singh:
Impact of Pretraining Term Frequencies on Few-Shot Numerical Reasoning. 840-854 - Bowen Chen, Yusuke Miyao:
Syntactic and Semantic Uniformity for Semantic Parsing and Task-Oriented Dialogue Systems. 855-867 - Sheng Zhang, Hao Cheng, Shikhar Vashishth, Cliff Wong, Jinfeng Xiao, Xiaodong Liu, Tristan Naumann, Jianfeng Gao, Hoifung Poon:
Knowledge-Rich Self-Supervision for Biomedical Entity Linking. 868-880 - Tingting Liu, Chengyu Wang, Xiangru Zhu, Lei Li, Minghui Qiu, Jun Huang, Ming Gao, Yanghua Xiao:
ARTIST: A Transformer-based Chinese Text-to-Image Synthesizer Digesting Linguistic and World Knowledge. 881-888 - Xiuyu Wu, Yunfang Wu:
From Spelling to Grammar: A New Framework for Chinese Grammatical Error Correction. 889-902 - Tianyi Li, Mohammad Javad Hosseini, Sabine Weber, Mark Steedman:
Language Models Are Poor Learners of Directional Inference. 903-921 - Yangbin Chen, Chunfeng Liang:
Wish I Can Feel What You Feel: A Neural Approach for Empathetic Response Generation. 922-933 - Seungju Han, Beomsu Kim, Buru Chang:
Measuring and Improving Semantic Diversity of Dialogue Generation. 934-950 - Anthony Meng Huat Tiong, Junnan Li, Boyang Li, Silvio Savarese, Steven C. H. Hoi:
Plug-and-Play VQA: Zero-shot VQA by Conjoining Large Pretrained Models with Zero Training. 951-967 - Yueqing Sun, Yu Zhang, Le Qi, Qi Shi:
TSGP: Two-Stage Generative Prompting for Unsupervised Commonsense Question Answering. 968-980 - Lukas Edman, Antonio Toral, Gertjan van Noord:
Subword-Delimited Downsampling for Better Character-Level Translation. 981-992 - Tianyu Liu, Yuchen Eleanor Jiang, Nicholas Monath, Ryan Cotterell, Mrinmaya Sachan:
Autoregressive Structured Prediction with Language Models. 993-1005 - Jingye Chen, Tengchao Lv, Lei Cui, Cha Zhang, Furu Wei:
XDoc: Unified Pre-training for Cross-Format Document Understanding. 1006-1016 - Yuval Kirstain, Patrick S. H. Lewis, Sebastian Riedel, Omer Levy:
A Few More Examples May Be Worth Billions of Parameters. 1017-1029 - Zhaoheng Huang, Zhicheng Dou, Yutao Zhu, Zhengyi Ma:
MCP: Self-supervised Pre-training for Personalized Chatbots with Multi-level Contrastive Sampling. 1030-1042 - Qiyao Peng, Hongtao Liu:
ExpertPLM: Pre-training Expert Representation for Expert Finding. 1043-1052 - Jungwoo Lim, Myunghoon Kang, Yuna Hur, Seung Won Jeong, Jinsung Kim, Yoonna Jang, Dongyub Lee, Hyesung Ji, Dong-Hoon Shin, Seungryong Kim, Heuiseok Lim:
You Truly Understand What I Need : Intellectual and Friendly Dialog Agents grounding Persona and Knowledge. 1053-1066 - Yue Dong, John Wieting, Pat Verga:
Faithful to the Document or to the World? Mitigating Hallucinations via Entity-Linked Knowledge in Abstractive Summarization. 1067-1082 - Tomasz Korbak, Ethan Perez, Christopher L. Buckley:
RL with KL penalties is better viewed as Bayesian inference. 1083-1091 - Wei Zhong, Jheng-Hong Yang, Yuqing Xie, Jimmy Lin:
Evaluating Token-Level and Passage-Level Dense Retrieval Models for Math Information Retrieval. 1092-1102 - Wenqi Zhang, Yongliang Shen, Yanna Ma, Xiaoxia Cheng, Zeqi Tan, Qingpeng Nong, Weiming Lu:
Multi-View Reasoning: Consistent Contrastive Learning for Math Word Problem. 1103-1116 - Zi Long Zhu, Vikrant Yadav, Zubair Afzal, George Tsatsaronis:
Few-shot initializing of Active Learner via Meta-Learning. 1117-1133 - Jian Zhu, Zuoyu Tian, Yadong Liu, Cong Zhang, Chia-Wen Lo:
Bootstrapping meaning through listening: Unsupervised learning of spoken sentence embeddings. 1134-1154 - Sudhanshu Ranjan, Dheeraj Mekala, Jingbo Shang:
Progressive Sentiment Analysis for Code-Switched Text Data. 1155-1167 - Kai Zheng, Qingfeng Sun, Yaming Yang, Fei Xu:
Knowledge Stimulated Contrastive Prompting for Low-Resource Stance Detection. 1168-1178 - Fangfang Li, Youran Shan, Junwen Duan, Xingliang Mao, Minlie Huang:
WSpeller: Robust Word Segmentation for Enhancing Chinese Spelling Check. 1179-1188 - Jun Xu, Weidi Xu, Mengshu Sun, Taifeng Wang, Wei Chu:
Extracting Trigger-sharing Events via an Event Matrix. 1189-1201 - Xuanyu Zhang, Qing Yang, Dongliang Xu:
TranS: Transition-based Knowledge Graph Embedding with Synthetic Relation Representation. 1202-1208 - Xiaofei Wen, Wei Wei, Xian-Ling Mao:
Sequential Topic Selection Model with Latent Variable for Topic-Grounded Dialogue. 1209-1219 - Shiquan Yang, Xinting Huang, Jey Han Lau, Sarah M. Erfani:
Robust Task-Oriented Dialogue Generation with Contrastive Pre-training and Adversarial Filtering. 1220-1234 - Zefeng Cai, Xiangyu Li, Binyuan Hui, Min Yang, Bowen Li, Binhua Li, Zheng Cao, Weijie Li, Fei Huang, Luo Si, Yongbin Li:
STAR: SQL Guided Pre-Training for Context-dependent Text-to-SQL Parsing. 1235-1247 - Qinyuan Cheng, Linyang Li, Guofeng Quan, Feng Gao, Xiaofeng Mou, Xipeng Qiu:
Is MultiWOZ a Solved Task? An Interactive TOD Evaluation Framework with User Simulator. 1248-1259 - Juhee Son, Jiho Jin, Haneul Yoo, JinYeong Bak, Kyunghyun Cho, Alice Oh:
Translating Hanja Historical Documents to Contemporary Korean and English. 1260-1272 - Chao Wang, Ehsan Nezhadarya, Tanmana Sadhu, Shengdong Zhang:
Exploring Compositional Image Retrieval with Hybrid Compositional Learning and Heuristic Negative Mining. 1273-1285 - Giovanni Puccetti, Anna Rogers, Aleksandr Drozd, Felice Dell'Orletta:
Outlier Dimensions that Disrupt Transformers are Driven by Frequency. 1286-1304 - Sophie Henning, Nicole Macher, Stefan Grünewald, Annemarie Friedrich:
MiST: a Large-Scale Annotated Resource and Neural Models for Functions of Modal Verbs in English Scientific Text. 1305-1324 - Xiangyang Liu, Tianxiang Sun, Xuanjing Huang, Xipeng Qiu:
Late Prompt Tuning: A Late Prompt Could Be Better Than Many Prompts. 1325-1338 - Ying Su, Zihao Wang, Tianqing Fang, Hongming Zhang, Yangqiu Song, Tong Zhang:
MICO: A Multi-alternative Contrastive Learning Framework for Commonsense Knowledge Representation. 1339-1351 - Yazheng Li, Pengyun Wang, Yasheng Wang, Yong Dai, Yadao Wang, Lujia Pan, Zenglin Xu:
Leveraging Only the Category Name for Aspect Detection through Prompt-based Constrained Clustering. 1352-1364 - Nico Daheim, David Thulke, Christian Dugast, Hermann Ney:
Controllable Factuality in Document-Grounded Dialog Systems Using a Noisy Channel Model. 1365-1381 - Adi Haviv, Ori Ram, Ofir Press, Peter Izsak, Omer Levy:
Transformer Language Models without Positional Encodings Still Learn Positional Information. 1382-1390 - Julia El Zini, Mariette Awad:
Beyond Model Interpretability: On the Faithfulness and Adversarial Robustness of Contrastive Textual Explanations. 1391-1402 - Michael Hassid, Hao Peng, Daniel Rotem, Jungo Kasai, Ivan Montero, Noah A. Smith, Roy Schwartz:
How Much Does Attention Actually Attend? Questioning the Importance of Attention in Pretrained Transformers. 1403-1416 - Yifan Hou, Guoji Fu, Mrinmaya Sachan:
What Has Been Enhanced in my Knowledge-Enhanced Language Model? 1417-1438 - Towards Generalized Open Information Extraction. 1439-1453
- François Remy, Kris Demuynck, Thomas Demeester:
BioLORD: Learning Ontological Representations from Definitions for Biomedical Concepts and their Textual Descriptions. 1454-1465 - Thomas Ruprecht:
Improving the Extraction of Supertags for Constituency Parsing with Linear Context-Free Rewriting Systems. 1466-1477 - Baohao Liao, David Thulke, Sanjika Hewavitharana, Hermann Ney, Christof Monz:
Mask More and Mask Later: Efficient Pre-training of Masked Language Models by Disentangling the [MASK] Token. 1478-1492 - Hee Suk Yoon, Eunseop Yoon, John B. Harvill, Sunjae Yoon, Mark Hasegawa-Johnson, Chang Dong Yoo:
SMSMix: Sense-Maintained Sentence Mixup for Word Sense Disambiguation. 1493-1502 - Pius von Däniken, Jan Deriu, Don Tuggener, Mark Cieliebak:
On the Effectiveness of Automated Metrics for Text Generation Systems. 1503-1522 - Huayang Li, Deng Cai, Jin Xu, Taro Watanabe:
Residual Learning of Neural Text Generation with n-gram Language Model. 1523-1533 - Tsunehiko Tanaka, Daiki Kimura, Michiaki Tatsubori:
DiffG-RL: Leveraging Difference between Environment State and Common Sense. 1534-1546 - Kuan-Hao Huang, Varun Iyer, Anoop Kumar, Sriram Venkatapathy, Kai-Wei Chang, Aram Galstyan:
Unsupervised Syntactically Controlled Paraphrase Generation with Abstract Meaning Representations. 1547-1554 - Nikolaus Schrack, Ruixiang Cui, Hugo López, Daniel Hershcovich:
Can AMR Assist Legal and Logical Reasoning? 1555-1568 - Tasnim Mohiuddin, Philipp Koehn, Vishrav Chaudhary, James Cross, Shruti Bhosale, Shafiq R. Joty:
Data Selection Curriculum for Neural Machine Translation. 1569-1582 - Ning Shi, Bin Tang, Bo Yuan, Longtao Huang, Yewen Pu, Jie Fu, Zhouhan Lin:
Text Editing as Imitation Game. 1583-1594 - Anish Saha, Amith Ananthram, Emily Allaway, Heng Ji, Kathleen R. McKeown:
Seeded Hierarchical Clustering for Expert-Crafted Taxonomies. 1595-1609 - Igor Melnyk, Pierre L. Dognin, Payel Das:
Knowledge Graph Generation From Text. 1610-1622 - Yunxin Sang, Yang Bao:
DialogueGAT: A Graph Attention Network for Financial Risk Prediction by Modeling the Dialogues in Earnings Conference Calls. 1623-1633 - Jieyu Zhao, Xuezhi Wang, Yao Qin, Jilin Chen, Kai-Wei Chang:
Investigating Ensemble Methods for Model Robustness Improvement of Text Classifiers. 1634-1640 - Linxin Song, Jieyu Zhang, Tianxiang Yang, Masayuki Goto:
Adaptive Ranking-based Sample Selection for Weakly Supervised Class-imbalanced Text Classification. 1641-1655 - Silin Gao, Jena D. Hwang, Saya Kanno, Hiromi Wakaki, Yuki Mitsufuji, Antoine Bosselut:
ComFact: A Benchmark for Linking Contextual Commonsense Knowledge. 1656-1675 - Victor S. Bursztyn, David Demeter, Doug Downey, Larry Birnbaum:
Learning to Perform Complex Tasks through Compositional Fine-Tuning of Language Models. 1676-1686 - Dongha Lee, Jiaming Shen, Seonghyeon Lee, Susik Yoon, Hwanjo Yu, Jiawei Han:
Topic Taxonomy Expansion via Hierarchy-Aware Topic Phrase Generation. 1687-1700 - Roberta Rocca, Tal Yarkoni:
Language as a fingerprint: Self-supervised learning of user encodings using transformers. 1701-1714 - Hamish Ivison, Matthew E. Peters:
Hyperdecoders: Instance-specific decoders for multi-task NLP. 1715-1730 - Andreas Madsen, Nicholas Meade, Vaibhav Adlakha, Siva Reddy:
Evaluating the Faithfulness of Importance Measures in NLP by Recursively Masking Allegedly Important Tokens and Retraining. 1731-1751 - Younghun Lee, Dan Goldwasser:
Towards Explaining Subjective Ground of Individuals on Social Media. 1752-1766 - Zhichao Yang, Shufan Wang, Bhanu Pratap Singh Rawat, Avijit Mitra, Hong Yu:
Knowledge Injected Prompt Based Fine-tuning for Multi-label Few-shot ICD Coding. 1767-1781 - Sungjin Park, Seungwoo Ryu, Edward Choi:
Do Language Models Understand Measurements? 1782-1792 - Youcheng Huang, Wenqiang Lei, Jie Fu, Jiancheng Lv:
Reconciliation of Pre-trained Models and Prototypical Neural Networks in Few-shot Named Entity Recognition. 1793-1807 - Ruihan Zhang, Wei Wei, Xian-Ling Mao, Rui Fang, Dangyang Chen:
HCL-TAT: A Hybrid Contrastive Learning Method for Few-shot Event Detection with Task-Adaptive Threshold. 1808-1819 - Haomin Fu, Yeqin Zhang, Haiyang Yu, Jian Sun, Fei Huang, Luo Si, Yongbin Li, Cam-Tu Nguyen:
Doc2Bot: Accessing Heterogeneous Documents via Conversational Bots. 1820-1836 - Jiali Zeng, Yufan Jiang, Yongjing Yin, Xu Wang, Binghuai Lin, Yunbo Cao:
DualNER: A Dual-Teaching framework for Zero-shot Cross-lingual Named Entity Recognition. 1837-1843 - Xirui Ke, Jing Zhang, Xin Lv, Yiqi Xu, Shulin Cao, Cuiping Li, Hong Chen, Juanzi Li:
Knowledge-augmented Self-training of A Question Rewriter for Conversational Knowledge Base Question Answering. 1844-1856 - Abhishek Agarwal, Shanshan Xu, Matthias Grabmair:
Extractive Summarization of Legal Decisions using Multi-task Learning and Maximal Marginal Relevance. 1857-1872 - Qi Zhang, Zihao Yue, Anwen Hu, Ziheng Wang, Qin Jin:
MovieUN: A Dataset for Movie Understanding and Narrating. 1873-1885 - Jiannan Xiang, Zhengzhong Liu, Yucheng Zhou, Eric P. Xing, Zhiting Hu:
ASDOT: Any-Shot Data-to-Text Generation with Pretrained Language Models. 1886-1899 - Lvxiaowei Xu, Jianwang Wu, Jiawei Peng, Jiayu Fu, Ming Cai:
FCGEC: Fine-Grained Corpus for Chinese Grammatical Error Correction. 1900-1918 - Samraj Moorjani, Adit Krishnan, Hari Sundaram, Ewa Maslowska, Aravind Sankar:
Audience-Centric Natural Language Generation via Style Infusion. 1919-1932 - Puneet Mathur, Mihir Goyal, Ramit Sawhney, Ritik Mathur, Jochen L. Leidner, Franck Dernoncourt, Dinesh Manocha:
DocFin: Multimodal Financial Prediction and Bias Mitigation using Semi-structured Documents. 1933-1940 - Zhichao Duan, Xiuxing Li, Zhenyu Li, Zhuo Wang, Jianyong Wang:
Not Just Plain Text! Fuel Document-Level Relation Extraction with Explicit Syntax Refinement and Subsentence Modeling. 1941-1951 - Hao Yang, Jinming Zhao, Gholamreza Haffari, Ehsan Shareghi:
Self-supervised Rewiring of Pre-trained Speech Encoders: Towards Faster Fine-tuning with Less Labels in Speech Processing. 1952-1959 - Jinming Zhao, Hao Yang, Gholamreza Haffari, Ehsan Shareghi:
RedApt: An Adaptor for wav2vec 2 EncodingFaster and Smaller Speech Translation without Quality Compromise. 1960-1967 - Shanya Sharma, Manan Dey, Koustuv Sinha:
How sensitive are translation systems to extra contexts? Mitigating gender bias in Neural Machine Translation models through relevant contexts. 1968-1984 - Ying Zhang, Baohang Zhou, Kehui Song, Xuhui Sui, Guoqing Zhao, Ning Jiang, Xiaojie Yuan:
P\textM²\textF²N: Patient Multi-view Multi-modal Feature Fusion Networks for Clinical Outcome Prediction. 1985-1994 - Shuaiqi Liu, Jiannong Cao, Ruosong Yang, Zhiyuan Wen:
Long Text and Multi-Table Summarization: Dataset and Method. 1995-2010 - Jinwen Luo, Jiuding Yang, Weidong Guo, Chenglin Li, Di Niu, Yu Xu:
MatRank: Text Re-ranking by Latent Preference Matrix. 2011-2023 - Ruilin Zhao, Feng Zhao, Guandong Xu, Sixiao Zhang, Hai Jin:
Can Language Models Serve as Temporal Knowledge Bases? 2024-2037 - Jie Huang, Hanyin Shao, Kevin Chen-Chuan Chang:
Are Large Pre-Trained Language Models Leaking Your Personal Information? 2038-2047 - Yunshui Li, Junhao Liu, Min Yang, Chengming Li:
Self-Distillation with Meta Learning for Knowledge Graph Completion. 2048-2054 - Dongling Xiao, Linzheng Chai, Qian-Wen Zhang, Zhao Yan, Zhoujun Li, Yunbo Cao:
CQR-SQL: Conversational Question Reformulation Enhanced Context-Dependent Text-to-SQL Parsers. 2055-2068 - Shaden Shaar, Nikola Georgiev, Firoj Alam, Giovanni Da San Martino, Aisha Mohamed, Preslav Nakov:
Assisting the Human Fact-Checkers: Detecting All Previously Fact-Checked Claims in a Document. 2069-2080 - Maximilian Spliethöver, Maximilian Keiff, Henning Wachsmuth:
No Word Embedding Model Is Perfect: Evaluating the Representation Accuracy for Social Bias in the Media. 2081-2093 - Tamara Czinczoll, Helen Yannakoudakis, Pushkar Mishra, Ekaterina Shutova:
Scientific and Creative Analogies in Pretrained Language Models. 2094-2100 - Kevin Heffernan, Onur Çelebi, Holger Schwenk:
Bitext Mining Using Distilled Sentence Representations for Low-Resource Languages. 2101-2112 - Chang Gao, Bowen Li, Wenxuan Zhang, Wai Lam, Binhua Li, Fei Huang, Luo Si, Yongbin Li:
Towards Generalizable and Robust Text-to-SQL Parsing. 2113-2125 - Jonathan Mallinson, Jakub Adámek, Eric Malmi, Aliaksei Severyn:
EdiT5: Semi-Autoregressive Text Editing with T5 Warm-Start. 2126-2138 - Allison Lahnala, Charles Welch, David Jurgens, Lucie Flek:
A Critical Reflection and Forward Perspective on Empathy and Natural Language Processing. 2139-2158 - Zhixuan Liu, Zihao Wang, Yuan Lin, Hang Li:
A Neural-Symbolic Approach to Natural Language Understanding. 2159-2172 - Kai Ouyang, Xianghong Xu, Chen Tang, Wang Chen, Haitao Zheng:
Social-aware Sparse Attention Network for Session-based Social Recommendation. 2173-2183 - Shwai He, Liang Ding, Daize Dong, Jeremy Zhang, Dacheng Tao:
SparseAdapter: An Easy Approach for Improving the Parameter-Efficiency of Adapters. 2184-2190 - Jan Göpfert, Patrick Kuckertz, Jann M. Weinand, Leander Kotzur, Detlef Stolten:
Measurement Extraction with Natural Language Processing: A Review. 2191-2215 - Shen Gao, Haotong Zhang, Xiuying Chen, Rui Yan, Dongyan Zhao:
Summarizing Procedural Text: Data and Approach. 2216-2225 - Daixuan Cheng, Shaohan Huang, Jianfeng Liu, Yuefeng Zhan, Hao Sun, Furu Wei, Denvy Deng, Qi Zhang:
Snapshot-Guided Domain Adaptation for ELECTRA. 2226-2232 - Panitan Muangkammuen, Fumiyo Fukumoto, Jiyi Li, Yoshimi Suzuki:
Exploiting Labeled and Unlabeled Data via Transformer Fine-tuning for Peer-Review Score Prediction. 2233-2240 - Ilan Tal, Dan Vilenchik:
HARALD: Augmenting Hate Speech Data Sets with Real Data. 2241-2248 - Shaolei Zhang, Shoutao Guo, Yang Feng:
Wait-info Policy: Balancing Source and Target at Information Level for Simultaneous Machine Translation. 2249-2263 - Shoutao Guo, Shaolei Zhang, Yang Feng:
Turning Fixed to Adaptive: Integrating Post-Evaluation into Simultaneous Machine Translation. 2264-2278 - Qian Li, Shafiq R. Joty, Daling Wang, Shi Feng, Yifei Zhang:
Alleviating Sparsity of Open Knowledge Graphs with Ternary Contrastive Learning. 2279-2291 - Sheena Panthaplackel, Milos Gligoric, Junyi Jessy Li, Raymond J. Mooney:
Using Developer Discussions to Guide Fixing Bugs in Software. 2292-2301 - Jiaxin Wen, Yeshuang Zhu, Jinchao Zhang, Jie Zhou, Minlie Huang:
AutoCAD: Automatically Generate Counterfactuals for Mitigating Shortcut Learning. 2302-2317 - Yuqing Li, Yuxin Zhang, Bin Wu, Ji-Rong Wen, Ruihua Song, Ting Bai:
A Multi-Modal Knowledge Graph for Classical Chinese Poetry. 2318-2326 - Chun-Hin Tse, Ester Leung, William K. Cheung:
Assessing Non-autoregressive Alignment in Neural Machine Translation via Word Reordering. 2327-2333 - Shengyuan Hou, Jushi Kai, Haotian Xue, Bingyu Zhu, Bo Yuan, Longtao Huang, Xinbing Wang, Zhouhan Lin:
Syntax-guided Localized Self-attention by Constituency Syntactic Distance. 2334-2341 - Haotian Cui, Chenglong Wang, Junjie Huang, Jeevana Priya Inala, Todd Mytkowicz, Bo Wang, Jianfeng Gao, Nan Duan:
CodeExp: Explanatory Code Document Generation. 2342-2354 - Daria Bakshandaeva, Oleg Somov, Ekaterina Dmitrieva, Vera Davydova, Elena Tutubalina:
PAUQ: Text-to-SQL in Russian. 2355-2376 - Junru Lu, Xingwei Tan, Gabriele Pergola, Lin Gui, Yulan He:
Event-Centric Question Answering via Contrastive Learning and Invertible Event Transformation. 2377-2389 - Fei Zhao, Yuchen Shen, Zhen Wu, Xinyu Dai:
Label-Driven Denoising Framework for Multi-Label Few-Shot Aspect Category Detection. 2390-2402 - Wen Sun, Yixing Fan, Jiafeng Guo, Ruqing Zhang, Xueqi Cheng:
Visual Named Entity Linking: A New Dataset and A Baseline. 2403-2415 - Constantin Eichenberg, Sidney Black, Samuel Weinbach, Letitia Parcalabescu, Anette Frank:
MAGMA - Multimodal Augmentation of Generative Models through Adapter-based Finetuning. 2416-2428 - Ekin Akyürek, Tolga Bolukbasi, Frederick Liu, Binbin Xiong, Ian Tenney, Jacob Andreas, Kelvin Guu:
Towards Tracing Knowledge in Language Models Back to the Training Data. 2429-2446 - Costas Mavromatis, George Karypis:
ReaRev: Adaptive Reasoning for Question Answering over Knowledge Graphs. 2447-2458 - Chunpu Xu, Hanzhuo Tan, Jing Li, Piji Li:
Understanding Social Media Cross-Modality Discourse in Linguistic Space. 2459-2471 - Ekaterina Taktasheva, Alena Fenogenova, Denis Shevelev, Nadezhda Katricheva, Maria Tikhonova, Albina Akhmetgareeva, Oleg Zinkevich, Anastasiia Bashmakova, Svetlana Iordanskaia, Valentina Kurenshchikova, Alena Spiridonova, Ekaterina Artemova, Tatiana Shavrina, Vladislav Mikhailov:
TAPE: Assessing Few-shot Russian Language Understanding. 2472-2497 - Mingchen Li, Junfan Chen, Samuel Mensah, Nikolaos Aletras, Xiulong Yang, Yang Ye:
A Hierarchical N-Gram Framework for Zero-Shot Link Prediction. 2498-2509 - Minseop Park, Jaeseong You, Markus Nagel, Simyung Chang:
Quadapter: Adapter for GPT-2 Quantization. 2510-2517 - Syed Mohammed Sartaj Ekram, Adham Arik Rahman, Md. Sajid Altaf, Mohammed Saidul Islam, Mehrab Mustafy Rahman, Md Mezbaur Rahman, Md Azam Hossain, Abu Raihan Mostofa Kamal:
BanglaRQA: A Benchmark Dataset for Under-resourced Bangla Language Reading Comprehension-based Question Answering with Diverse Question-Answer Types. 2518-2532 - Zhihong Shao, Fei Huang, Minlie Huang:
Chaining Simultaneous Thoughts for Numerical Reasoning. 2533-2547 - Uri Katz, Mor Geva, Jonathan Berant:
Inferring Implicit Relations in Complex Questions with Language Models. 2548-2566 - Qinyuan Ye, Juan Zha, Xiang Ren:
Eliciting and Understanding Cross-task Skills with Task-level Mixture-of-Experts. 2567-2592 - Yi Zhou, Danushka Bollegala:
On the Curious Case of l2 norm of Sense Embeddings. 2593-2602 - Arash Ardakani:
Partially-Random Initialization: A Smoking Gun for Binarization Hypothesis of BERT. 2603-2612 - Chunting Zhou, Junxian He, Xuezhe Ma, Taylor Berg-Kirkpatrick, Graham Neubig:
Prompt Consistency for Zero-Shot Task Generalization. 2613-2626 - Yushi Hu, Chia-Hsuan Lee, Tianbao Xie, Tao Yu, Noah A. Smith, Mari Ostendorf:
In-Context Learning for Few-Shot Dialogue State Tracking. 2627-2643 - Shruti Palaskar, Akshita Bhagia, Yonatan Bisk, Florian Metze, Alan W. Black, Ana Marasovic:
On Advances in Text Generation from Images Beyond Captioning: A Case Study in Self-Rationalization. 2644-2657 - Aniket Pramanick, Tilman Beck, Kevin Stowe, Iryna Gurevych:
The challenges of temporal alignment on Twitter during crises. 2658-2672 - Dennis Ulmer, Elisa Bassignana, Max Müller-Eberstein, Daniel Varab, Mike Zhang, Rob van der Goot, Christian Hardmeier, Barbara Plank:
Experimental Standards for Deep Learning in Natural Language Processing Research. 2673-2692 - Nghia T. Le, Fan Bai, Alan Ritter:
Few-Shot Anaphora Resolution in Scientific Protocols via Mixtures of In-Context Experts. 2693-2706 - Dennis Ulmer, Jes Frellsen, Christian Hardmeier:
Exploring Predictive Uncertainty and Calibration in NLP: A Study on the Impact of Method & Data Scarcity. 2707-2735 - Jianfeng Chi, William Shand, Yaodong Yu, Kai-Wei Chang, Han Zhao, Yuan Tian:
Conditional Supervised Contrastive Learning for Fair Text Classification. 2736-2756 - Zekun Li, Jina Kim, Yao-Yi Chiang, Muhao Chen:
SpaBERT: A Pretrained Language Model from Geographic Data for Geo-Entity Representation. 2757-2769 - Wanyu Du, Hanjie Chen, Yangfeng Ji:
Self-training with Two-phase Self-augmentation for Few-shot Dialogue Generation. 2770-2784 - Lauriane Aufrant:
Is NLP Ready for Standardization? 2785-2800 - Tiwalayo Eisape, Vineet Gangireddy, Roger Levy, Yoon Kim:
Probing for Incremental Parse States in Autoregressive Language Models. 2801-2813 - Chenglei Si, Chen Zhao, Sewon Min, Jordan L. Boyd-Graber:
Re-Examining Calibration: The Case of Question Answering. 2814-2829 - Joel Mackenzie, Antonio Mallia, Alistair Moffat, Matthias Petri:
Accelerating Learned Sparse Indexes Via Term Impact Decomposition. 2830-2842 - David Mueller, Nicholas Andrews, Mark Dredze:
Do Text-to-Text Multi-Task Learners Suffer from Task Conflict? 2843-2858 - Nathan Godey, Roman Castagné, Éric de la Clergerie, Benoît Sagot:
MANTa: Efficient Gradient-Based Tokenization for End-to-End Robust Language Modeling. 2859-2870 - Ankit Aich, Avery Quynh, Varsha D. Badal, Amy E. Pinkham, Philip D. Harvey, Colin A. Depp, Natalie Parde:
Towards Intelligent Clinically-Informed Language Analyses of People with Bipolar Disorder and Schizophrenia. 2871-2887 - Kaige Xie, Sarah Wiegreffe, Mark O. Riedl:
Calibrating Trust of Multi-Hop Question Answering Systems with Decompositional Probes. 2888-2902 - Hoang-Quoc Nguyen-Son, Huy Quang Ung, Seira Hidano, Kazuhide Fukushima, Shinsaku Kiyomoto:
CheckHARD: Checking Hard Labels for Adversarial Text Detection, Prediction Correction, and Perturbed Word Suggestion. 2903-2913 - Alex Mei, Anisha Kabir, Sharon Levy, Melanie Subbiah, Emily Allaway, John Judge, Desmond Patton, Bruce Bimber, Kathleen R. McKeown, William Yang Wang:
Mitigating Covertly Unsafe Text within Natural Language Systems. 2914-2926 - Wenbo Shang, Jiangjiang Zhao, Zezhong Wang, Binyang Li, Fangchun Yang, Kam-Fai Wong:
"I Know Who You Are": Character-Based Features for Conversational Humor Recognition in Chinese. 2927-2932 - Chuhan Wu, Fangzhao Wu, Xiangnan He, Yongfeng Huang:
DebiasGAN: Eliminating Position Bias in News Recommendation with Adversarial Learning. 2933-2938 - Dongmin Hyun, Xiting Wang, Chanyoung Park, Xing Xie, Hwanjo Yu:
Generating Multiple-Length Summaries via Reinforcement Learning for Unsupervised Sentence Summarization. 2939-2951 - Weikang Wang, Guanhua Chen, Hanqing Wang, Yue Han, Yun Chen:
Multilingual Sentence Transformer as A Multilingual Word Aligner. 2952-2963 - Tanay Dixit, Bhargavi Paranjape, Hannaneh Hajishirzi, Luke Zettlemoyer:
CORE: A Retrieve-then-Edit Framework for Counterfactual Data Generation. 2964-2984 - Chengyu Huang, Zheng Zhang, Hao Fei, Lizi Liao:
Conversation Disentanglement with Bi-Level Contrastive Learning. 2985-2996 - Andrew Drozdov, Shufan Wang, Razieh Rahimi, Andrew McCallum, Hamed Zamani, Mohit Iyyer:
You can't pick your neighbors, or can you? When and How to Rely on Retrieval in the kNN-LM. 2997-3007 - Nayoung Jin, Hana Lee:
StuBot: Learning by Teaching a Conversational Agent Through Machine Reading Comprehension. 3008-3020 - Yuxin Jiang, Linhan Zhang, Wei Wang:
Improved Universal Sentence Embeddings with Prompt-based Contrastive Learning and Energy-based Learning. 3021-3035 - Xing Wu, Chaochen Gao, Zijia Lin, Zhongyuan Wang, Jizhong Han, Songlin Hu:
RaP: Redundancy-aware Video-language Pre-training for Text-Video Retrieval. 3036-3047 - Hao Zhang, Nianwen Si, Yaqi Chen, Zhen Li, Tong Niu, Xukui Yang, Dan Qu:
FCGCL: Fine- and Coarse-Granularity Contrastive Learning for Speech Translation. 3048-3059 - Xing Wu, Chaochen Gao, Zijia Lin, Jizhong Han, Zhongyuan Wang, Songlin Hu:
InfoCSE: Information-aggregated Contrastive Learning of Sentence Embeddings. 3060-3070 - Da Shen, Xinyun Chen, Chenguang Wang, Koushik Sen, Dawn Song:
Benchmarking Language Models for Code Syntax Understanding. 3071-3093 - Lingzhi Wang, Xingshan Zeng, Kam-Fai Wong:
Learning When and What to Quote: A Quotation Recommender System with Mutual Promotion of Recommendation and Generation. 3094-3105 - Yiting Liu, Liang Li, Beichen Zhang, Qingming Huang:
Think Beyond Words: Exploring Context-Relevant Visual Commonsense for Diverse Dialogue Generation. 3106-3117 - Masahiro Kaneko, Danushka Bollegala, Naoaki Okazaki:
Gender Bias in Meta-Embeddings. 3118-3133 - Jinpeng Zhang, Chuanqi Dong, Xiangyu Duan, Yuqi Zhang, Min Zhang:
Third-Party Aligner for Neural Word Alignments. 3134-3145 - Longzheng Wang, Peng Zhang, Xiaoyu Lu, Lei Zhang, Chaoyang Yan, Chuang Zhang:
QaDialMoE: Question-answering Dialogue based Fact Verification with Mixture of Experts. 3146-3159 - Dongjie Zhang, Longtao Huang:
Multimodal Knowledge Learning for Named Entity Disambiguation. 3160-3169 - Jiale Han, Shuai Zhao, Bo Cheng, Shengkun Ma, Wei Lu:
Generative Prompt Tuning for Relation Classification. 3170-3185 - Zihan Wang, Kewen Zhao, Zilong Wang, Jingbo Shang:
Formulating Few-shot Fine-tuning Towards Language Model Pre-training: A Pilot Study on Named Entity Recognition. 3186-3199 - Xuan Luo, Chuang Fan, Yice Zhang, Wanguo Jiang, Bing Qin, Ruifeng Xu:
Masked Language Models Know Which are Popular: A Simple Ranking Strategy for Commonsense Question Answering. 3200-3213 - Haoran Meng, Zheng Xin, Tianyu Liu, Zizhen Wang, He Feng, Binghuai Lin, Xuemin Zhao, Yunbo Cao, Zhifang Sui:
DialogUSR: Complex Dialogue Utterance Splitting and Reformulation for Multiple Intent Detection. 3214-3229 - Seiji Maekawa, Dan Zhang, Hannah Kim, Sajjadur Rahman, Estevam Hruschka:
Low-resource Interactive Active Labeling for Fine-tuning Language Models. 3230-3242 - Xiaoyue Wang, Linfeng Song, Xin Liu, Chulun Zhou, Hualin Zeng, Jinsong Su:
Getting the Most out of Simile Recognition. 3243-3252 - Yufei Tian, Divyanshu Sheth, Nanyun Peng:
A Unified Framework for Pun Generation with Humor Principles. 3253-3261 - Yuanhe Tian, Renze Lou, Xiangyu Pang, Lianxi Wang, Shengyi Jiang, Yan Song:
Improving English-Arabic Transliteration with Phonemic Memories. 3262-3272 - Gaurav Pandey, Danish Contractor, Sachindra Joshi:
Mix-and-Match: Scalable Dialog Response Retrieval using Gaussian Mixture Embeddings. 3273-3287 - Se Jung Kwon, Jeonghoon Kim, Jeongin Bae, Kang Min Yoo, Jin-Hwa Kim, Baeseong Park, Byeongwook Kim, Jung-Woo Ha, Nako Sung, Dongsoo Lee:
AlphaTuning: Quantization-Aware Parameter-Efficient Adaptation of Large-Scale Pre-Trained Language Models. 3288-3305 - Yu Hai, Liang Wen, Haoran Meng, Tianyu Liu, Houfeng Wang:
Learning Invariant Representation Improves Robustness for MRC Models. 3306-3314 - Brihi Joshi, Aaron Chan, Ziyi Liu, Shaoliang Nie, Maziar Sanjabi, Hamed Firooz, Xiang Ren:
ER-Test: Evaluating Explanation Regularization Methods for Language Models. 3315-3336 - Shiman Zhao, Wei Chen, Tengjiao Wang:
Learning Cooperative Interactions for Multi-Overlap Aspect Sentiment Triplet Extraction. 3337-3347 - Jing Yi, Weize Chen, Yujia Qin, Yankai Lin, Ning Ding, Xu Han, Zhiyuan Liu, Maosong Sun, Jie Zhou:
Different Tunes Played with Equal Skill: Exploring a Unified Optimization Subspace for Parameter-Efficient Tuning. 3348-3366 - Kalpa Gunaratna, Vijay Srinivasan, Akhila Yerukola, Hongxia Jin:
Explainable Slot Type Attentions to Improve Joint Intent Detection and Slot Filling. 3367-3378 - Tianqing Fang, Quyet V. Do, Hongming Zhang, Yangqiu Song, Ginny Y. Wong, Simon See:
PseudoReasoner: Leveraging Pseudo Labels for Commonsense Knowledge Base Population. 3379-3394 - Tong Zhang, Yong Liu, Boyang Li, Zhiwei Zeng, Pengwei Wang, Yuan You, Chunyan Miao, Lizhen Cui:
History-Aware Hierarchical Transformer for Multi-session Open-domain Dialogue System. 3395-3407 - Ye Wang, Xiaojun Wan, Zhiping Cai:
Guiding Abstractive Dialogue Summarization with Content Planning. 3408-3413 - John Hewitt, Christopher D. Manning, Percy Liang:
Truncation Sampling as Language Model Desmoothing. 3414-3427 - Dian Yu, Mingqiu Wang, Yuan Cao, Laurent El Shafey, Izhak Shafran, Hagen Soltau:
Knowledge-grounded Dialog State Tracking. 3428-3435 - Junda Wu, Rui Wang, Tong Yu, Ruiyi Zhang, Handong Zhao, Shuai Li, Ricardo Henao, Ani Nenkova:
Context-aware Information-theoretic Causal De-biasing for Interactive Sequence Labeling. 3436-3448 - Cheng Luo, Wei Liu, Jieyu Lin, Jiajie Zou, Ming Xiang, Nai Ding:
Simple but Challenging: Natural Language Inference Models Fail on Simple Sentences. 3449-3462 - Qipeng Guo, Yuqing Yang, Hang Yan, Xipeng Qiu, Zheng Zhang:
DORE: Document Ordered Relation Extraction based on Generative Framework. 3463-3474 - Nan Ding, Chunming Hu, Kai Sun, Samuel Mensah, Richong Zhang:
Explicit Role Interaction Network for Event Argument Extraction. 3475-3485 - Yordan Yordanov, Vid Kocijan, Thomas Lukasiewicz, Oana-Maria Camburu:
Few-Shot Out-of-Domain Transfer Learning of Natural Language Explanations in a Label-Abundant Setup. 3486-3501 - Zihan Zhang, Jinfeng Li, Ning Shi, Bo Yuan, Xiangyu Liu, Rong Zhang, Hui Xue, Donghong Sun, Chao Zhang:
RoChBert: Towards Robust BERT Fine-tuning for Chinese. 3502-3516 - Naomi Sato, Masaru Isonuma, Kimitaka Asatani, Shoya Ishizuka, Aori Shimizu, Ichiro Sakata:
Lexical Entailment with Hierarchy Representations by Deep Metric Learning. 3517-3522 - Xu Guo, Boyang Li, Han Yu:
Improving the Sample Efficiency of Prompt Tuning with Domain Adaptation. 3523-3537 - Amir David Nissan Cohen, Hila Gonen, Ori Shapira, Ran Levy, Yoav Goldberg:
McPhraSy: Multi-Context Phrase Similarity and Clustering. 3538-3550 - Nandini Anantharama, Simon D. Angus, Lachlan O'Neill:
CANarEx: Contextually Aware Narrative Extraction for Semantically Rich Text-as-data Applications. 3551-3564 - Ruochen Xu, Chenguang Zhu, Michael Zeng:
Narrate Dialogues for Better Summarization. 3565-3575 - Jingyan Zhou, Jiawen Deng, Fei Mi, Yitong Li, Yasheng Wang, Minlie Huang, Xin Jiang, Qun Liu, Helen Meng:
Towards Identifying Social Bias in Dialog Systems: Framework, Dataset, and Benchmark. 3576-3591 - Elisa Bassignana, Barbara Plank:
CrossRE: A Cross-Domain Dataset for Relation Extraction. 3592-3604 - Yang Sun, Bin Liang, Jianzhu Bao, Min Yang, Ruifeng Xu:
Probing Structural Knowledge from Pre-trained Language Model for Argumentation Relation Classification. 3605-3615 - Yeliang Xiu, Zhanhao Xiao, Yongmei Liu:
LogicNMR: Probing the Non-monotonic Reasoning Ability of Pre-trained Language Models. 3616-3626 - Wanrong He, Andrew Mao, Jordan L. Boyd-Graber:
Cheater's Bowl: Human vs. Computer Search Strategies for Open-Domain QA. 3627-3639 - Wenhao Wu, Wei Li, Jiachen Liu, Xinyan Xiao, Ziqiang Cao, Sujian Li, Hua Wu:
FRSUM: Towards Faithful Abstractive Summarization via Enhancing Factual Robustness. 3640-3654 - Aitor Ormazabal, Mikel Artetxe, Manex Agirrezabal, Aitor Soroa, Eneko Agirre:
PoeLM: A Meter- and Rhyme-Controllable Language Model for Unsupervised Poetry Generation. 3655-3670 - Jiacheng Ye, Jiahui Gao, Zhiyong Wu, Jiangtao Feng, Tao Yu, Lingpeng Kong:
ProGen: Progressive Zero-shot Dataset Generation via In-context Feedback. 3671-3683 - Zhexin Zhang, Jiale Cheng, Hao Sun, Jiawen Deng, Fei Mi, Yasheng Wang, Lifeng Shang, Minlie Huang:
Constructing Highly Inductive Contexts for Dialogue Safety through Controllable Reverse Generation. 3684-3697 - Qingyi Si, Fandong Meng, Mingyu Zheng, Zheng Lin, Yuanxin Liu, Peng Fu, Yanan Cao, Weiping Wang, Jie Zhou:
Language Prior Is Not the Only Shortcut: A Benchmark for Shortcut Learning in VQA. 3698-3712 - Gyuwan Kim, Jinhyuk Lee, Barlas Oguz, Wenhan Xiong, Yizhe Zhang, Yashar Mehdad, William Yang Wang:
Bridging the Training-Inference Gap for Dense Phrase Retrieval. 3713-3724 - Xinyan Yu, Trina Chatterjee, Akari Asai, Junjie Hu, Eunsol Choi:
Beyond Counting Datasets: A Survey of Multilingual Dataset Construction and Necessary Resources. 3725-3743 - Qiming Peng, Yinxu Pan, Wenjin Wang, Bin Luo, Zhenyu Zhang, Zhengjie Huang, Yuhui Cao, Weichong Yin, Yongfeng Chen, Yin Zhang, Shikun Feng, Yu Sun, Hao Tian, Hua Wu, Haifeng Wang:
ERNIE-Layout: Layout Knowledge Enhanced Pre-training for Visually-rich Document Understanding. 3744-3756 - Zhenwei An, Quzhe Huang, Cong Jiang, Yansong Feng, Dongyan Zhao:
Do Charge Prediction Models Learn Legal Theory? 3757-3768 - Sanghwan Bae, Dong-Hyun Kwak, Soyoung Kang, Min Young Lee, Sungdong Kim, Yuin Jeong, Hyeri Kim, Sang-Woo Lee, Woo-Myoung Park, Nako Sung:
Keep Me Updated! Memory Management in Long-term Conversations. 3769-3787 - Dazhen Wan, Zheng Zhang, Qi Zhu, Lizi Liao, Minlie Huang:
A Unified Dialogue User Simulator for Few-shot Data Augmentation. 3788-3799 - Rui Sun, Xiuyu Wu, Yunfang Wu:
An Error-Guided Correction Model for Chinese Spelling Error Correction. 3800-3810 - Oded Hupert, Idan Schwartz, Lior Wolf:
Describing Sets of Images with Textual-PCA. 3811-3821 - Machel Reid, Graham Neubig:
Learning to Model Editing Processes. 3822-3832 - Jianhao Shen, Chenguang Wang, Ye Yuan, Jiawei Han, Heng Ji, Koushik Sen, Ming Zhang, Dawn Song:
PALT: Parameter-Lite Transfer of Language Models for Knowledge Graph Completion. 3833-3847 - Hao Zhou, Man Lan, Yuanbin Wu, Yuefeng Chen, Meirong Ma:
Prompt-based Connective Prediction Method for Fine-grained Implicit Discourse Relation Recognition. 3848-3858 - Vishwajeet Kumar, Rudra Murthy V, Tejas I. Dhamecha:
On Utilizing Constituent Language Resources to Improve Downstream Tasks in Hinglish. 3859-3865 - Sumit Neelam, Udit Sharma, Hima Karanam, Shajith Ikbal, Pavan Kapanipathi, Ibrahim Abdelaziz, Nandana Mihindukulasooriya, Young-Suk Lee, Santosh K. Srivastava, Cezar Pendus, Saswati Dana, Dinesh Garg, Achille Fokoue, G. P. Shrivatsa Bhargav, Dinesh Khandelwal, Srinivas Ravishankar, Sairam Gurajada, Maria Chang, Rosario Uceda-Sosa, Salim Roukos, Alexander Gray, Guilherme Lima, Ryan Riegel, Francois P. S. Luus, L. Venkata Subramaniam:
SYGMA: A System for Generalizable and Modular Question Answering Over Knowledge Bases. 3866-3879 - Jia Du, Xuanyu Zhang, Siyi Wang, Kai Wang, Yanquan Zhou, Lei Li, Qing Yang, Dongliang Xu:
Instance-Guided Prompt Learning for Few-Shot Text Matching. 3880-3886 - Yulia Otmakhova, Karin Verspoor, Timothy Baldwin, Antonio Jimeno-Yepes, Jey Han Lau:
M3: Multi-level dataset for Multi-document summarisation of Medical studies. 3887-3901 - Yifan Hou, Wenxiang Jiao, Meizhen Liu, Carl Allen, Zhaopeng Tu, Mrinmaya Sachan:
Adapters for Enhanced Modeling of Multilingual Knowledge and Text. 3902-3917 - Andreas Stephan, Vasiliki Kougia, Benjamin Roth:
SepLL: Separating Latent Class Labels from Weak Supervision Noise. 3918-3929 - Kiamehr Rezaee, José Camacho-Collados:
Probing Relational Knowledge in Language Models via Word Analogies. 3930-3936 - Yingxiu Zhao, Yinhe Zheng, Bowen Yu, Zhiliang Tian, Dongkyu Lee, Jian Sun, Yongbin Li, Nevin L. Zhang:
Semi-Supervised Lifelong Language Learning. 3937-3951 - Jirui Qi, Richong Zhang, Junfan Chen, Jaein Kim, Yongyi Mao:
Parameter-free Automatically Prompting: A Latent Pseudo Label Mapping Model for Prompt-based Learning. 3952-3962 - Xiabing Zhou, Renjie Feng, Xiaotong Jiang, Zhongqing Wang:
Exploring Logographic Image for Chinese Aspect-based Sentiment Classification. 3963-3972 - Mikel Artetxe, Jingfei Du, Naman Goyal, Luke Zettlemoyer, Veselin Stoyanov:
On the Role of Bidirectionality in Language Model Pre-Training. 3973-3985 - Josip Jukic, Iva Vukojevic, Jan Snajder:
You Are What You Talk About: Inducing Evaluative Topics for Personality Analysis. 3986-3999 - Nuo Chen, Qiushi Sun, Renyu Zhu, Xiang Li, Xuesong Lu, Ming Gao:
CAT-probing: A Metric-based Approach to Interpret How Pre-trained Models for Programming Language Attend Code Structure. 4000-4008 - Griffin Adams, Han-Chin Shing, Qing Sun, Christopher Winestock, Kathleen R. McKeown, Noémie Elhadad:
Learning to Revise References for Faithful Summarization. 4009-4027 - Shaoxiong Ji:
Towards Intention Understanding in Suicidal Risk Assessment with Natural Language Processing. 4028-4038 - Zhixue Zhao, George Chrysostomou, Kalina Bontcheva, Nikolaos Aletras:
On the Impact of Temporal Concept Drift on Model Explanations. 4039-4054 - David Nukrai, Ron Mokady, Amir Globerson:
Text-Only Training for Image Captioning using Noise-Injected CLIP. 4055-4063 - Qihuang Zhong, Liang Ding, Li Shen, Peng Mi, Juhua Liu, Bo Du, Dacheng Tao:
Improving Sharpness-Aware Minimization with Fisher Mask for Better Generalization on Language Models. 4064-4085 - Chadi Helwe, Simon Coumes, Chloé Clavel, Fabian M. Suchanek:
TINA: Textual Inference with Negation Augmentation. 4086-4099 - Yaoyiran Li, Fangyu Liu, Ivan Vulic, Anna Korhonen:
Improving Bilingual Lexicon Induction with Cross-Encoder Reranking. 4100-4116 - Junjie Huang, Wanjun Zhong, Qian Liu, Ming Gong, Daxin Jiang, Nan Duan:
Mixed-modality Representation Learning and Pre-training for Joint Table-and-Text Retrieval in OpenQA. 4117-4129 - Vinit Ravishankar, Joakim Nivre:
The Effects of Corpus Choice and Morphosyntax on Multilingual Space Induction. 4130-4139 - Bin Sun, Shaoxiong Feng, Yiwei Li, Weichao Wang, Fei Mi, Yitong Li, Kan Li:
Modeling Complex Dialogue Mappings via Sentence Semantic Segmentation Guided Conditional Variational Auto-Encoder. 4140-4153 - Santiago Marro, Elena Cabrio, Serena Villata:
Graph Embeddings for Argumentation Quality Assessment. 4154-4164 - Miao Peng, Ben Liu, Qianqian Xie, Wenjie Xu, Hua Wang, Min Peng:
SMiLE: Schema-augmented Multi-level Contrastive Learning for Knowledge Graph Link Prediction. 4165-4177 - Chen Qiu, Dan Oneata, Emanuele Bugliarello, Stella Frank, Desmond Elliott:
Multilingual Multimodal Learning with Machine Translated Text. 4178-4193 - Haojie Zhuang, Wei Emma Zhang, Jian Yang, Congbo Ma, Yutong Qu, Quan Z. Sheng:
Learning From the Source Document: Unsupervised Abstractive Summarization. 4194-4205 - Eyal Arviv, Oren Tsur:
How to Do Things without Words: Modeling Semantic Drift of Emoji. 4206-4211 - Silke Husse, Andreas Spitz:
Mind Your Bias: A Critical Review of Bias Detection Methods for Contextual Language Models. 4212-4234 - Hanwei Xu, Yujun Chen, Yulun Du, Nan Shao, Yanggang Wang, Haiyu Li, Zhilin Yang:
ZeroPrompt: Scaling Prompt-Based Pretraining to 1, 000 Tasks Improves Zero-Shot Generalization. 4235-4252 - Simone Conia, Edoardo Barba, Alessandro Scirè, Roberto Navigli:
Semantic Role Labeling Meets Definition Modeling: Using Natural Language to Describe Predicate-Argument Structures. 4253-4270 - Alejandro Fuster Baggetto, Víctor Fresno:
Is anisotropy really the cause of BERT embeddings not being semantic? 4271-4281 - Wen Lai, Alexandra Chronopoulou, Alexander Fraser:
m⌃4 Adapter: Multilingual Multi-Domain Adaptation for Machine Translation with a Meta-Adapter. 4282-4296 - Yibin Shen, Qianying Liu, Zhuoyuan Mao, Fei Cheng, Sadao Kurohashi:
Textual Enhanced Contrastive Learning for Solving Math Word Problems. 4297-4307 - Alireza Mohammadshahi, Vassilina Nikoulina, Alexandre Berard, Caroline Brun, James Henderson, Laurent Besacier:
What Do Compressed Multilingual Machine Translation Models Forget? 4308-4329 - Zekun Li, Wenhu Chen, Shiyang Li, Hong Wang, Jing Qian, Xifeng Yan:
Controllable Dialogue Simulation with In-context Learning. 4330-4347 - Jean-Benoit Delbrouck, Pierre J. Chambon, Christian Bluethgen, Emily Bao Tsai, Omar Almusa, Curtis P. Langlotz:
Improving the Factual Correctness of Radiology Report Generation with Semantic Rewards. 4348-4360 - Verna Dankers, Ivan Titov:
Recursive Neural Networks with Bottlenecks Diagnose (Non-)Compositionality. 4361-4378 - Selim Fekih, Nicolò Tamagnone, Benjamin Minixhofer, Ranjan Shrestha, Ximena Contla, Ewan Oglethorpe, Navid Rekabsaz:
HumSet: Dataset of Multilingual Information Extraction and Classification for Humanitarian Crises Response. 4379-4389 - Chenze Shao, Zhengrui Ma, Yang Feng:
Viterbi Decoding of Directed Acyclic Transformer for Non-Autoregressive Machine Translation. 4390-4397 - Elron Bandel, Yoav Goldberg, Yanai Elazar:
Lexical Generalization Improves with Larger Models and Longer Training. 4398-4410 - Dibyakanti Kumar, Vivek Gupta, Soumya Sharma, Shuo Zhang:
Realistic Data Augmentation Framework for Enhancing Tabular Reasoning. 4411-4429 - Yilin Geng, Zetian Wu, Roshan Santhosh, Tejas Srivastava, Lyle H. Ungar, João Sedoc:
Inducing Generalizable and Interpretable Lexica. 4430-4448 - Koustuv Sinha, Amirhossein Kazemnejad, Siva Reddy, Joelle Pineau, Dieuwke Hupkes, Adina Williams:
The Curious Case of Absolute Position Embeddings. 4449-4472 - Yan Cao, Keting Lu, David DeFazio, Shiqi Zhang:
Goal-oriented Vision-and-Dialog Navigation via Reinforcement Learning. 4473-4482 - Aashna Jena, Vivek Gupta, Manish Shrivastava, Julian Martin Eisenschlos:
Leveraging Data Recasting to Enhance Tabular Reasoning. 4483-4496 - Bernal Jimenez Gutierrez, Nikolas McNeal, Clayton Washington, You Chen, Lang Li, Huan Sun, Yu Su:
Thinking about GPT-3 In-Context Learning for Biomedical IE? Think Again. 4497-4512 - Mathis Lamarre, Catherine Chen, Fatma Deniz:
Attention weights accurately predict language representations in the brain. 4513-4529 - Xiang Zhang, Bradley Hauer, Grzegorz Kondrak:
Improving HowNet-Based Chinese Word Sense Disambiguation with Translations. 4530-4536 - Jun Gao, Changlong Yu, Wei Wang, Huan Zhao, Ruifeng Xu:
Mask-then-Fill: A Flexible and Effective Data Augmentation Framework for Event Extraction. 4537-4544 - Dawei Zhang, Sixing Wu, Yao Guo, Xiangqun Chen:
MOBA-E2C: Generating MOBA Game Commentaries via Capturing Highlight Events from the Meta-Data. 4545-4556 - Jinshan Zeng, Yudong Xie, Xianglong Yu, John Lee, Ding-Xuan Zhou:
Enhancing Automatic Readability Assessment with Pre-training and Soft Labels for Ordinal Regression. 4557-4568 - Youmna Farag, Charlotte O. Brand, Jacopo Amidei, Paul Piwek, Tom Stafford, Svetlana Stoyanchev, Andreas Vlachos:
Opening up Minds with Argumentative Dialogues. 4569-4582 - Mohammed Saeed, Paolo Papotti:
You Are My Type! Type Embeddings for Pre-trained Language Models. 4583-4598 - Xingyi Zhao, Lu Zhang, Depeng Xu, Shuhan Yuan:
Generating Textual Adversaries with Minimal Perturbation. 4599-4606 - Jan Engler, Sandipan Sikdar, Marlene Lutz, Markus Strohmaier:
SensePOLAR: Word sense aware interpretability for pre-trained contextual word embeddings. 4607-4619 - Niklas Kiehne, Hermann Kroll, Wolf-Tilo Balke:
Contextualizing Language Models for Norms Diverging from Social Majority. 4620-4633 - Lanrui Wang, Jiangnan Li, Zheng Lin, Fandong Meng, Chenxu Yang, Weiping Wang, Jie Zhou:
Empathetic Dialogue Generation via Sensitive Emotion Recognition and Sensible Knowledge Selection. 4634-4645 - Vinh Tong, Dat Quoc Nguyen, Trung Thanh Huynh, Tam Thanh Nguyen, Quoc Viet Hung Nguyen, Mathias Niepert:
Joint Multilingual Knowledge Graph Completion and Alignment. 4646-4658 - Merve Ünlü Menevse, Yusufcan Manav, Ebru Arisoy, Arzucan Özgür:
A Framework for Automatic Generation of Spoken Question-Answering Data. 4659-4666 - Zheheng Luo, Qianqian Xie, Sophia Ananiadou:
Readability Controllable Biomedical Document Summarization. 4667-4680 - Torsten Wörtwein, Lisa Sheeber, Nicholas B. Allen, Jeffrey F. Cohn, Louis-Philippe Morency:
Beyond Additive Fusion: Learning Non-Additive Multimodal Interactions. 4681-4696 - Wang Zhu, Jesse Thomason, Robin Jia:
Generalization Differences between End-to-End and Neuro-Symbolic Vision-Language Reasoning Systems. 4697-4711 - Bowen Li, Thomas Lukasiewicz:
Learning to Model Multimodal Semantic Alignment for Story Visualization. 4712-4718 - David Wadden, Kyle Lo, Bailey Kuehl, Arman Cohan, Iz Beltagy, Lucy Lu Wang, Hannaneh Hajishirzi:
SciFact-Open: Towards open-domain scientific claim verification. 4719-4734 - Everlyn Chimoto, Bruce A. Bassett:
COMET-QE and Active Learning for Low-Resource Machine Translation. 4735-4740 - George Michalopoulos, Kyle Williams, Gagandeep Singh, Thomas Lin:
MedicalSum: A Guided Clinical Abstractive Summarization Model for Generating Medical Reports from Patient-Doctor Conversations. 4741-4749 - Tiberiu Sosea, Cornelia Caragea:
Leveraging Training Dynamics and Self-Training for Text Classification. 4750-4762 - Mobashir Sadat, Cornelia Caragea:
Learning to Infer from Unlabeled Data: A Semi-supervised Learning Approach for Robust Natural Language Inference. 4763-4776 - John X. Morris, Justin T. Chiu, Ramin Zabih, Alexander M. Rush:
Unsupervised Text Deidentification. 4777-4788 - Yatin Chaudhary, Pranav Rai, Matthias Schubert, Hinrich Schütze, Pankaj Gupta:
Federated Continual Learning for Text Classification via Selective Inter-client Transfer. 4789-4799 - Ziqiao Ma, Benjamin VanDerPloeg, Cristian-Paul Bara, Yidong Huang, Eui-In Kim, Felix Gervits, Matthew Marge, Joyce Chai:
DOROTHIE: Spoken Dialogue for Handling Unexpected Situations in Interactive Autonomous Driving Agents. 4800-4822 - Amanda Bertsch, Graham Neubig, Matthew R. Gormley:
He Said, She Said: Style Transfer for Shifting the Perspective of Dialogues. 4823-4840 - Guangliang Liu, Lifeng Jin, Owen Yuan, Jiayu Zhou:
Dynamic Augmentation Data Selection for Few-shot Text Classification. 4841-4852 - Jishnu Ray Chowdhury, Seoyeon Park, Tuhin Kundu, Cornelia Caragea:
KPDROP: Improving Absent Keyphrase Generation. 4853-4870 - Kaj Bostrom, Zayne Sprague, Swarat Chaudhuri, Greg Durrett:
Natural Language Deduction through Search over Statement Compositions. 4871-4883 - Guangxuan Xu, Ruibo Liu, Fabrice Harel-Canada, Nischal Reddy Chandra, Nanyun Peng:
EnDex: Evaluation of Dialogue Engagingness at Scale. 4884-4893 - Dheeraj Mekala, Chengyu Dong, Jingbo Shang:
LOPS: Learning Order Inspired Pseudo-Label Selection for Weakly Supervised Text Classification. 4894-4908 - Clara Na, Sanket Vaibhav Mehta, Emma Strubell:
Train Flat, Then Compress: Sharpness-Aware Minimization Learns More Compressible Models. 4909-4936 - Tianyi Zhang, Zhaozhuo Xu, Tharun Medini, Anshumali Shrivastava:
Structural Contrastive Representation Learning for Zero-shot Multi-label Text Classification. 4937-4947 - Peng Lu, Ivan Kobyzev, Mehdi Rezagholizadeh, Ahmad Rashid, Ali Ghodsi, Philippe Langlais:
Improving Generalization of Pre-trained Language Models via Stochastic Weight Averaging. 4948-4954 - Benjamin Towle, Ke Zhou:
Learn What Is Possible, Then Choose What Is Best: Disentangling One-To-Many Relations in Language Through Text-based Games. 4955-4965 - Shivanshu Gupta, Sameer Singh, Matt Gardner:
Structurally Diverse Sampling for Sample-Efficient Training and Comprehensive Evaluation. 4966-4979 - Ming Zhong, Yang Liu, Suyu Ge, Yuning Mao, Yizhu Jiao, Xingxing Zhang, Yichong Xu, Chenguang Zhu, Michael Zeng, Jiawei Han:
Unsupervised Multi-Granularity Summarization. 4980-4995 - Ivan Lee, Taylor Berg-Kirkpatrick:
HeLo: Learning-Free Lookahead Decoding for Conversation Infilling. 4996-5008 - Ishrak Hayet, Zijun Yao, Bo Luo:
Invernet: An Inversion Attack Framework to Infer Fine-Tuning Datasets through Word Embeddings. 5009-5018 - William Bruno, Dan Roth:
LawngNLI: A Long-Premise Benchmark for In-Domain Generalization from Short to Long Contexts and for Implication-Based Retrieval. 5019-5043 - Xuandong Zhao, Lei Li, Yu-Xiang Wang:
Distillation-Resistant Watermarking for Model Protection in NLP. 5044-5055 - Phillip Howard, Gadi Singer, Vasudev Lal, Yejin Choi, Swabha Swayamdipta:
NeuroCounterfactuals: Beyond Minimal-Edit Counterfactuals for Richer Data Augmentation. 5056-5072 - Swetasudha Panda, Ari Kobren, Michael L. Wick, Qinlan Shen:
Don't Just Clean It, Proxy Clean It: Mitigating Bias by Proxy in Pre-Trained Models. 5073-5085 - Francisco Valentini, Germán Rosati, Diego Fernández Slezak, Edgar Altszyler:
The Undesirable Dependence on Frequency of Gender Bias Metrics Based on Word Embeddings. 5086-5092 - Mohaddeseh Bastan, Mihai Surdeanu, Niranjan Balasubramanian:
BioNLI: Generating a Biomedical NLI Dataset Using Lexico-semantic Constraints for Adversarial Examples. 5093-5104 - Iek-Heng Chu, Ziyi Chen, Xinlu Yu, Mei Han, Jing Xiao, Peng Chang:
Self-supervised Cross-modal Pretraining for Speech Emotion Recognition and Sentiment Analysis. 5105-5114 - Zhenhao Li, Marek Rei, Lucia Specia:
Multimodal Conversation Modelling for Topic Derailment Detection. 5115-5127 - Akim Tsvigun, Ivan Lysenko, Danila Sedashov, Ivan Lazichny, Eldar Damirov, Vladimir Karlov, Artemy Belousov, Leonid Sanochkin, Maxim Panov, Alexander Panchenko, Mikhail Burtsev, Artem Shelmanov:
Active Learning for Abstractive Text Summarization. 5128-5152 - Vikas Raunak, Arul Menezes:
Finding Memo: Extractive Memorization in Constrained Sequence Generation Tasks. 5153-5162 - Vikas Raunak, Matt Post, Arul Menezes:
SALTED: A Framework for SAlient Long-tail Translation Error Detection. 5163-5179 - Philippe Laban, Chien-Sheng Wu, Lidiya Murakhovs'ka, Xiang 'Anthony' Chen, Caiming Xiong:
Discord Questions: A Computational Approach To Diversity Analysis in News Coverage. 5180-5194 - Gianni Barlacchi, Ivano Lauriola, Alessandro Moschitti, Marco Del Tredici, Xiaoyu Shen, Thuy Vu, Bill Byrne, Adrià de Gispert:
FocusQA: Open-Domain Question Answering with a Context in Focus. 5195-5208 - Chan Young Park, Julia Mendelsohn, Anjalie Field, Yulia Tsvetkov:
Challenges and Opportunities in Information Manipulation Detection: An Examination of Wartime Russian Media. 5209-5235 - Juan Zha, Zheng Li, Ying Wei, Yu Zhang:
Disentangling Task Relations for Few-shot Text Classification via Self-Supervised Hierarchical Task Clustering. 5236-5247 - Peng Shi, Rui Zhang, He Bai, Jimmy Lin:
XRICL: Cross-lingual Retrieval-Augmented In-Context Learning for Cross-lingual Text-to-SQL Semantic Parsing. 5248-5259 - Aref Jafari, Ivan Kobyzev, Mehdi Rezagholizadeh, Pascal Poupart, Ali Ghodsi:
Continuation KD: Improved Knowledge Distillation through the Lens of Continuation Optimization. 5260-5269 - Nauman Dawalatabad, Yuan Gong, Sameer Khurana, Rhoda Au, James R. Glass:
Detecting Dementia from Long Neuropsychological Interviews. 5270-5283 - Ibrahim Abu Farha, Steven R. Wilson, Silviu Oprea, Walid Magdy:
Sarcasm Detection is Way Too Easy! An Empirical Comparison of Human and Machine Sarcasm Detection. 5284-5295 - Peng Shi, Linfeng Song, Lifeng Jin, Haitao Mi, He Bai, Jimmy Lin, Dong Yu:
Cross-lingual Text-to-SQL Semantic Parsing with Representation Mixup. 5296-5306 - Ruth-Ann Armstrong, John Hewitt, Christopher D. Manning:
JamPatoisNLI: A Jamaican Patois Natural Language Inference Dataset. 5307-5320 - Alexander Miserlis Hoyle, Rupak Sarkar, Pranav Goel, Philip Resnik:
Are Neural Topic Models Broken? 5321-5344 - Hyundong Cho, Chinnadhurai Sankar, Christopher Lin, Kaushik Ram Sadagopan, Shahin Shayandeh, Asli Celikyilmaz, Jonathan May, Ahmad Beirami:
Know Thy Strengths: Comprehensive Dialogue State Tracking Diagnostics. 5345-5359 - Kaixin Ma, Hao Cheng, Xiaodong Liu, Eric Nyberg, Jianfeng Gao:
Open-domain Question Answering via Chain of Reasoning over Heterogeneous Knowledge. 5360-5374 - Louis Clouâtre, Prasanna Parthasarathi, Amal Zouaq, Sarath Chandar:
Detecting Languages Unintelligible to Multilingual Models through Local Structure Probes. 5375-5396 - Dan Ofer, Dafna Shahaf:
Cards Against AI: Predicting Humor in a Fill-in-the-blank Party Game. 5397-5403 - Yizhu Jiao, Sha Li, Yiqing Xie, Ming Zhong, Heng Ji, Jiawei Han:
Open-Vocabulary Argument Role Prediction For Event Extraction. 5404-5418 - Siddhant Arora, Siddharth Dalmia, Brian Yan, Florian Metze, Alan W. Black, Shinji Watanabe:
Token-level Sequence Labeling for Spoken Language Understanding using Compositional End-to-End Models. 5419-5429 - Shubham Toshniwal, Sam Wiseman, Karen Livescu, Kevin Gimpel:
Baked-in State Probing. 5430-5435 - Qiuhao Lu, Dejing Dou, Thien Huu Nguyen:
ClinicalT5: A Generative Language Model for Clinical Text. 5436-5443 - Haoxuan You, Rui Sun, Zhecan Wang, Kai-Wei Chang, Shih-Fu Chang:
Find Someone Who: Visual Commonsense Understanding in Human-Centric Grounding. 5444-5454 - Hossein Rajaby Faghihi, Bashar Alhafni, Ke Zhang, Shihao Ran, Joel R. Tetreault, Alejandro Jaimes:
CrisisLTLSum: A Benchmark for Local Crisis Event Timeline Extraction and Summarization. 5455-5477 - Lifu Tu, Caiming Xiong, Yingbo Zhou:
Prompt-Tuning Can Be Much Better Than Fine-Tuning on Cross-lingual Understanding With Multilingual Language Models. 5478-5485 - Yosuke Higuchi, Brian Yan, Siddhant Arora, Tetsuji Ogawa, Tetsunori Kobayashi, Shinji Watanabe:
BERT Meets CTC: New Formulation of End-to-End Speech Recognition with Pre-trained Masked Language Model. 5486-5503 - Chen Tang, Chenghua Lin, Henglin Huang, Frank Guerin, Zhihao Zhang:
EtriCA: Event-Triggered Context-Aware Story Generation Augmented by Cross Attention. 5504-5518 - Ian Huang, Panos Achlioptas, Tianyi Zhang, Sergey Tulyakov, Minhyuk Sung, Leonidas J. Guibas:
LADIS: Language Disentanglement for 3D Shape Editing. 5519-5532 - Luca Di Liello, Matteo Gabburo, Alessandro Moschitti:
Effective Pretraining Objectives for Transformer-based Autoencoders. 5533-5547 - Jing Qian, Xifeng Yan:
Language Model Detoxification in Dialogue with Contextualized Stance Control. 5548-5558 - Viet Dac Lai, Hieu Man, Linh Ngo Van, Franck Dernoncourt, Thien Huu Nguyen:
Multilingual SubEvent Relation Extraction: A Novel Dataset and Structure Induction Method. 5559-5570 - Srinivas Ravishankar, Dung Thai, Ibrahim Abdelaziz, Nandana Mihindukulasooriya, Tahira Naseem, Pavan Kapanipathi, Gaetano Rossiello, Achille Fokoue:
A Two-Stage Approach towards Generalization in Knowledge Base Question Answering. 5571-5580 - Yuanyuan Lei, Ruihong Huang:
Few-Shot (Dis)Agreement Identification in Online Discussions with Regularized and Augmented Meta-Learning. 5581-5593 - Aquia Richburg, Marine Carpuat:
Data Cartography for Low-Resource Neural Machine Translation. 5594-5607 - Qi Liu, Zihuiwen Ye, Tao Yu, Linfeng Song, Phil Blunsom:
Augmenting Multi-Turn Text-to-SQL Datasets with Self-Play. 5608-5620 - David Wingate, Mohammad Shoeybi, Taylor Sorensen:
Prompt Compression and Contrastive Conditioning for Controllability and Toxicity Reduction in Language Models. 5621-5634 - Saadia Gabriel, Hamid Palangi, Yejin Choi:
NaturalAdversaries: Can Naturalistic Adversaries Be as Effective as Artificial Adversaries? 5635-5645 - Ye Lin, Shuhan Zhou, Yanyang Li, Anxiang Ma, Tong Xiao, Jingbo Zhu:
Multi-Path Transformer is Better: A Case Study on Neural Machine Translation. 5646-5656 - Bo-Ru Lu, Yushi Hu, Hao Cheng, Noah A. Smith, Mari Ostendorf:
Unsupervised Learning of Hierarchical Conversation Structure. 5657-5670 - Zhuosheng Zhang, Shuohang Wang, Yichong Xu, Yuwei Fang, Wenhao Yu, Yang Liu, Hai Zhao, Chenguang Zhu, Michael Zeng:
Task Compass: Scaling Multi-task Pre-training with Task Prefix. 5671-5685 - Wenxuan Zhou, Fangyu Liu, Huan Zhang, Muhao Chen:
Sharpness-Aware Minimization with Dynamic Reweighting. 5686-5699 - Sandeep Soni, David Bamman, Jacob Eisenstein:
Predicting Long-Term Citations from Short-Term Linguistic Influence. 5700-5716 - Suyoun Kim, Ke Li, Lucas Kabela, Ron Huang, Jiedan Zhu, Ozlem Kalinli, Duc Le:
Joint Audio/Text Training for Transformer Rescorer of Streaming Speech Recognition. 5717-5722 - Anirudh Srinivasan, Eunsol Choi:
TyDiP: A Dataset for Politeness Classification in Nine Typologically Diverse Languages. 5723-5738 - Zheng Ma, Shi Zong, Mianzhi Pan, Jianbing Zhang, Shujian Huang, Xinyu Dai, Jiajun Chen:
Probing Cross-modal Semantics Alignment Capability from the Textual Perspective. 5739-5749 - Shuo Xie, Jiahao Qiu, Ankita Pasad, Li Du, Qing Qu, Hongyuan Mei:
Hidden State Variability of Pretrained Language Models Can Guide Computation Reduction for Transfer Learning. 5750-5768 - Jacob Andreas:
Language Models as Agent Models. 5769-5779 - Yuanhe Tian, Yan Song:
Combinatory Grammar Tells Underlying Relevance among Entities. 5780-5786 - Zhuohao Chen, Nikolaos Flemotomos, Zac E. Imel, David C. Atkins, Shrikanth Narayanan:
Leveraging Open Data and Task Augmentation to Automated Behavioral Coding of Psychotherapy Conversations in Low-Resource Scenarios. 5787-5795 - Zhihao Wang, Zongyu Lin, Junjie Wen, Xianxin Chen, Peiqi Liu, Guidong Zheng, Yujun Chen, Zhilin Yang:
Learning to Detect Noisy Labels Using Model-Based Features. 5796-5808 - Krishna Garg, Jishnu Ray Chowdhury, Cornelia Caragea:
Keyphrase Generation Beyond the Boundaries of Title and Abstract. 5809-5821 - Ryo Yoshida, Yohei Oseki:
Composition, Attention, or Both? 5822-5834 - Shang-Hsuan Chiang, Ssu-Cheng Wang, Yao-Chung Fan:
CDGP: Automatic Cloze Distractor Generation based on Pre-trained Language Model. 5835-5840 - Grace Luo, Giscard Biamby, Trevor Darrell, Daniel Fried, Anna Rohrbach:
G3: Geolocation via Guidebook Grounding. 5841-5853 - Zexue He, Yu Wang, Julian J. McAuley, Bodhisattwa Prasad Majumder:
Controlling Bias Exposure for Fair Interpretable Predictions. 5854-5866 - Jiao Sun, Swabha Swayamdipta, Jonathan May, Xuezhe Ma:
Investigating the Benefits of Free-Form Rationales. 5867-5882 - Yanbo Fang, Yongfeng Zhang:
Data-Efficient Concept Extraction from Pre-trained Language Models for Commonsense Explanation Generation. 5883-5893 - Nghia Trung Ngo, Bonan Min, Thien Huu Nguyen:
Unsupervised Domain Adaptation for Joint Information Extraction. 5894-5905 - Jun Wang, Xuanli He, Benjamin I. P. Rubinstein, Trevor Cohn:
Foiling Training-Time Attacks on Neural Machine Translation Systems. 5906-5913 - Shailaja Keyur Sampat, Pratyay Banerjee, Yezhou Yang, Chitta Baral:
Learning Action-Effect Dynamics for Hypothetical Vision-Language Reasoning Task. 5914-5924 - Xinyu Wang, Jiong Cai, Yong Jiang, Pengjun Xie, Kewei Tu, Wei Lu:
Named Entity and Relation Extraction with Multi-Modal Retrieval. 5925-5936 - Qingxiu Dong, Damai Dai, Yifan Song, Jingjing Xu, Zhifang Sui, Lei Li:
Calibrating Factual Knowledge in Pretrained Language Models. 5937-5947 - Yi Chen, Haiyun Jiang, Lemao Liu, Rui Wang, Shuming Shi, Ruifeng Xu:
MCPG: A Flexible Multi-Level Controllable Framework for Unsupervised Paraphrase Generation. 5948-5958 - Peiran Yao, Tobias Renwick, Denilson Barbosa:
WordTies: Measuring Word Associations in Language Models via Constrained Sampling. 5959-5970 - Anas Awadalla, Mitchell Wortsman, Gabriel Ilharco, Sewon Min, Ian Magnusson, Hannaneh Hajishirzi, Ludwig Schmidt:
Exploring The Landscape of Distributional Robustness for Question Answering Models. 5971-5987 - Xueliang Zhao, Yuxuan Wang, Chongyang Tao, Chenshuo Wang, Dongyan Zhao:
Collaborative Reasoning on Multi-Modal Semantic Graphs for Video-Grounded Dialogue Generation. 5988-5998 - Ashish R. Mittal, Durga Sivasubramanian, Rishabh K. Iyer, Preethi Jyothi, Ganesh Ramakrishnan:
Partitioned Gradient Matching-based Data Subset Selection for Compute-Efficient Robust ASR Training. 5999-6010 - Renbo Zhu, Xukun Luo, Meng Ma, Ping Wang:
Adaptive Graph Convolutional Network for Knowledge Graph Entity Alignment. 6011-6021 - Arshiya Aggarwal, Jiao Sun, Nanyun Peng:
Towards Robust NLG Bias Evaluation with Syntactically-diverse Prompts. 6022-6032 - Xianjun Yang, Ya Zhuo, Julia Zuo, Xinlu Zhang, Stephen D. Wilson, Linda R. Petzold:
PcMSP: A Dataset for Scientific Action Graphs Extraction from Polycrystalline Materials Synthesis Procedure Text. 6033-6046 - Alice Saebom Kwak, Jacob O. Israelsen, Clayton T. Morrison, Derek E. Bambauer, Mihai Surdeanu:
Validity Assessment of Legal Will Statements as Natural Language Inference. 6047-6056 - Yulong Chen, Yang Liu, Li Dong, Shuohang Wang, Chenguang Zhu, Michael Zeng, Yue Zhang:
AdaPrompt: Adaptive Model Training for Prompt-based NLP. 6057-6068 - Zejie Liu, Xiaoyu Hu, Deyu Zhou, Lin Li, Xu Zhang, Yanzheng Xiang:
Code Generation From Flowcharts with Texts: A Benchmark Dataset and An Approach. 6069-6077 - Mingyang Zhou, Grace Luo, Anna Rohrbach, Zhou Yu:
Focus! Relevant and Sufficient Context Selection for News Image Captioning. 6078-6088 - Joseph Peper, Lu Wang:
Generative Aspect-Based Sentiment Analysis with Contrastive Learning and Expressive Structure. 6089-6095 - Songlin Yang, Kewei Tu:
Semantic Dependency Parsing with Edge GNNs. 6096-6102 - Xi Yang, Tao Ji, Yuanbin Wu:
Explore Unsupervised Structures in Pretrained Models for Relation Extraction. 6103-6117 - Maximilian Mozes, Bennett Kleinberg, Lewis D. Griffin:
Identifying Human Strategies for Generating Word-Level Adversarial Examples. 6118-6126 - Chandan Gautam, Sethupathy Parameswaran, Vinay Verma, Suresh Sundaram, Savitha Ramasamy:
Refinement Matters: Textual Description Needs to be Refined for Zero-shot Learning. 6127-6140 - Hui Chen, Wei Han, Soujanya Poria:
SAT: Improving Semi-Supervised Text Classification with Simple Instance-Adaptive Self-Training. 6141-6146 - Peide Zhu, Zhen Wang, Claudia Hauff, Jie Yang, Avishek Anand:
Answer Quality Aware Aggregation for Extractive QA Crowdsourcing. 6147-6159 - Zhen Wang, Haotong Du, Quanming Yao, Xuelong Li:
Search to Pass Messages for Temporal Knowledge Graph Completion. 6160-6172 - Qianjin Du, Xiaohui Kuang, Gang Zhao:
Code Vulnerability Detection via Nearest Neighbor Mechanism. 6173-6178 - Hai Ye, Yuyang Ding, Juntao Li, Hwee Tou Ng:
Robust Question Answering against Distribution Shifts with Test-Time Adaption: An Empirical Study. 6179-6192 - Jinxin Liu, Jiaxin Shi, Ji Qi, Lei Hou, Juanzi Li, Qi Tian:
ParaMac: A General Unsupervised Paraphrase Generation Framework Leveraging Semantic Constraints and Diversifying Mechanisms. 6193-6206 - Yuxia Wu, Lizi Liao, Xueming Qian, Tat-Seng Chua:
Semi-supervised New Slot Discovery with Incremental Clustering. 6207-6218 - Hao Cheng, Zhihua Zhang:
Con-NAT: Contrastive Non-autoregressive Neural Machine Translation. 6219-6231 - Chenglong Wang, Yi Lu, Yongyu Mu, Yimin Hu, Tong Xiao, Jingbo Zhu:
Improved Knowledge Distillation for Pre-trained Language Models via Knowledge Selection. 6232-6244 - Ji Qi, Yuxiang Chen, Lei Hou, Juanzi Li, Bin Xu:
Syntactically Robust Training on Partially-Observed Data for Open Information Extraction. 6245-6257 - Ayush Maheshwari, Nikhil Singh, Amrith Krishna, Ganesh Ramakrishnan:
A Benchmark and Dataset for Post-OCR text correction in Sanskrit. 6258-6265 - Kailin Zhao, Xiaolong Jin, Long Bai, Jiafeng Guo, Xueqi Cheng:
Knowledge-Enhanced Self-Supervised Prototypical Network for Few-Shot Event Detection. 6266-6275 - Dou Hu, Xiaolong Hou, Xiyang Du, Mengyuan Zhou, Lianxin Jiang, Yang Mo, Xiaofeng Shi:
VarMAE: Pre-training of Variational Masked Autoencoder for Domain-adaptive Language Understanding. 6276-6286 - Sin-En Lu, Bo-Han Lu, Chao-Yi Lu, Richard Tzong-Han Tsai:
Exploring Methods for Building Dialects-Mandarin Code-Mixing Corpora: A Case Study in Taiwanese Hokkien. 6287-6305 - Jinyi Hu, Xiaoyuan Yi, Wenhao Li, Maosong Sun, Xing Xie:
Recurrence Boosts Diversity! Revisiting Recurrent Latent Variable in Transformer-Based Variational AutoEncoder for Diverse Text Generation. 6306-6320 - Ramit Sawhney, Megh Thakkar, Ritesh Soun, Atula Tejaswi Neerkaje, Vasu Sharma, Dipanwita Guhathakurta, Sudheer Chava:
Tweet Based Reach Aware Temporal Attention Network for NFT Valuation. 6321-6332 - Daisuke Oba, Ikuya Yamada, Naoki Yoshinaga, Masashi Toyoda:
Entity Embedding Completion for Wide-Coverage Entity Disambiguation. 6333-6344 - Gang Zhao, Guanting Dong, Yidong Shi, Haolong Yan, Weiran Xu, Si Li:
Entity-level Interaction via Heterogeneous Graph for Multimodal Named Entity Recognition. 6345-6350 - Emaad Manzoor, Yohan Jo, Alan Montgomery:
Status Biases in Deliberation Online: Evidence from a Randomized Experiment on ChangeMyView. 6351-6363 - Zhiliang Tian, Yinliang Wang, Yiping Song, Chi Zhang, Dongkyu Lee, Yingxiu Zhao, Dongsheng Li, Nevin L. Zhang:
Empathetic and Emotionally Positive Conversation Systems with an Emotion-specific Query-Response Memory. 6364-6376 - Zifeng Wang, Jimeng Sun:
Trial2Vec: Zero-Shot Clinical Trial Document Similarity Search using Self-Supervision. 6377-6390 - Lei Li, Yankai Lin, Xuancheng Ren, Guangxiang Zhao, Peng Li, Jie Zhou, Xu Sun:
From Mimicking to Integrating: Knowledge Integration for Pre-Trained Language Models. 6391-6402 - Iker García-Ferrero, Rodrigo Agerri, German Rigau:
Model and Data Transfer for Cross-Lingual Sequence Labelling in Zero-Resource Settings. 6403-6416 - Vani Kanjirangat, Tanja Samardzic, Fabio Rinaldi, Ljiljana Dolamic:
Early Guessing for Dialect Identification. 6417-6426 - Shiwen Ni, Jiawen Li, Hung-Yu Kao:
R-AT: Regularized Adversarial Training for Natural Language Understanding. 6427-6440 - Payam Karisani, Negin Karisani, Li Xiong:
Multi-View Active Learning for Short Text Classification in User-Generated Data. 6441-6453 - Hongqiu Wu, Ruixue Ding, Hai Zhao, Boli Chen, Pengjun Xie, Fei Huang, Min Zhang:
Forging Multiple Training Objectives for Pre-trained Language Models via Meta-Learning. 6454-6466 - Peerat Limkonchotiwat, Wuttikorn Ponwitayarat, Lalita Lowphansirikul, Ekapol Chuangsuwanich, Sarana Nutanong:
ConGen: Unsupervised Control and Generalization Distillation For Sentence Representation. 6467-6480 - Rohan Anil, Badih Ghazi, Vineet Gupta, Ravi Kumar, Pasin Manurangsi:
Large-Scale Differentially Private BERT. 6481-6491 - Shuhao Gu, Yang Feng:
Improving Zero-Shot Multilingual Translation with Universal Representations and Cross-Mapping. 6492-6504 - Yibo Hu, Yu Lin, Erick Skorupa Parolin, Latifur Khan, Kevin W. Hamlen:
Controllable Fake Document Infilling for Cyber Deception. 6505-6519 - Adrian Benton, Tianze Shi, Ozan Irsoy, Igor Malioutov:
Weakly Supervised Headline Dependency Parsing. 6520-6535 - Wojciech Kryscinski, Nazneen Rajani, Divyansh Agarwal, Caiming Xiong, Dragomir Radev:
BOOKSUM: A Collection of Datasets for Long-form Narrative Summarization. 6536-6558 - Wenda Xu, Yi-Lin Tuan, Yujie Lu, Michael Saxon, Lei Li, William Yang Wang:
Not All Errors are Equal: Learning Text Generation Metrics using Stratified Error Synthesis. 6559-6574 - Keming Lu, I-Hung Hsu, Wenxuan Zhou, Mingyu Derek Ma, Muhao Chen:
Summarization as Indirect Supervision for Relation Extraction. 6575-6594 - Zhiming Mao, Jian Li, Hongru Wang, Xingshan Zeng, Kam-Fai Wong:
DIGAT: Modeling News Recommendation with Dual-Graph Interaction. 6595-6607 - Yueqian Wang, Chang Liu, Kai Chen, Xi Wang, Dongyan Zhao:
SMASH: Improving SMAll Language Models' Few-SHot Ability with Prompt-Based Distillation. 6608-6619 - Yunji Li, Sujian Li, Xing Shi:
Consecutive Question Generation via Dynamic Multitask Learning. 6620-6635 - Francois Meyer, Jan Buys:
Subword Segmental Language Modelling for Nguni Languages. 6636-6649 - Qingyi Si, Yuanxin Liu, Fandong Meng, Zheng Lin, Peng Fu, Yanan Cao, Weiping Wang, Jie Zhou:
Towards Robust Visual Question Answering: Making the Most of Biased Samples via Contrastive Learning. 6650-6662 - Junwei Bao, Yifan Wang, Ying Jiangyong, Yeyun Gong, Jing Zhao, Youzheng Wu, Xiaodong He:
P3LM: Probabilistically Permuted Prophet Language Modeling for Generative Pre-Training. 6663-6675 - Sishuo Chen, Xiaohan Bi, Rundong Gao, Xu Sun:
Holistic Sentence Embeddings for Better Out-of-Distribution Detection. 6676-6686 - Yingyao Wang, Junwei Bao, Chaoqun Duan, Youzheng Wu, Xiaodong He, Tiejun Zhao:
MuGER2: Multi-Granularity Evidence Retrieval and Reasoning for Hybrid Question Answering. 6687-6697 - Chenxi Whitehouse, Fenia Christopoulou, Ignacio Iacobacci:
EntityCS: Improving Zero-Shot Cross-lingual Transfer with Entity-Centric Code Switching. 6698-6714 - Yisi Sang, Xiangyang Mou, Mo Yu, Dakuo Wang, Jing Li, Jeffrey M. Stanton:
MBTI Personality Prediction for Fictional Characters Using Movie Scripts. 6715-6724 - Naoki Kobayashi, Tsutomu Hirao, Hidetaka Kamigaito, Manabu Okumura, Masaaki Nagata:
A Simple and Strong Baseline for End-to-End Neural RST-style Discourse Parsing. 6725-6737 - David Arps, Younes Samih, Laura Kallmeyer, Hassan Sajjad:
Probing for Constituency Structure in Neural Language Models. 6738-6757 - Ewa Andrejczuk, Julian Martin Eisenschlos, Francesco Piccinno, Syrine Krichene, Yasemin Altun:
Table-To-Text generation and pre-training with TabT5. 6758-6766 - Maryam Zare, Alan R. Wagner, Rebecca J. Passonneau:
A POMDP Dialogue Policy with 3-way Grounding and Adaptive Sensing for Learning through Communication. 6767-6780 - Ehsan Qasemi, Filip Ilievski, Muhao Chen, Pedro A. Szekely:
PaCo: Preconditions Attributed to Commonsense Knowledge. 6781-6796 - Philip Blair, Kfir Bar:
Improving Few-Shot Domain Transfer for Named Entity Disambiguation with Pattern Exploitation. 6797-6810 - Xiaobo Guo, Weicheng Ma, Soroush Vosoughi:
Capturing Topic Framing via Masked Language Modeling. 6811-6825 - Alisa Liu, Swabha Swayamdipta, Noah A. Smith, Yejin Choi:
WANLI: Worker and AI Collaboration for Natural Language Inference Dataset Creation. 6826-6847 - Alexander Spangher, Yao Ming, Xinyu Hua, Nanyun Peng:
Sequentially Controlled Text Generation. 6848-6866 - Yi Gu, Shunyu Yao, Chuang Gan, Josh Tenenbaum, Mo Yu:
Revisiting the Roles of "Text" in Text Games. 6867-6876 - Yufei Huang, Yujia Qin, Huadong Wang, Yichun Yin, Maosong Sun, Zhiyuan Liu, Qun Liu:
FPT: Improving Prompt Tuning Efficiency via Progressive Training. 6877-6887 - Ning Ding, Yulin Chen, Xu Han, Guangwei Xu, Xiaobin Wang, Pengjun Xie, Haitao Zheng, Zhiyuan Liu, Juanzi Li, Hong-Gee Kim:
Prompt-learning for Fine-grained Entity Typing. 6888-6901 - Jivnesh Sandhan, Rathin Singha, Narein Rao, Suvendu Samanta, Laxmidhar Behera, Pawan Goyal:
TransLIST: A Transformer-Based Linguistically Informed Sanskrit Tokenizer. 6902-6912 - Gaurav Maheshwari, Pascal Denis, Mikaela Keller, Aurélien Bellet:
Fair NLP Models with Differentially Private Text Encoders. 6913-6930 - Zhaofeng Wu, Hao Peng, Nikolaos Pappas, Noah A. Smith:
Modeling Context With Linear Attention for Scalable Document-Level Translation. 6931-6939 - Avinash Madasu, Shashank Srivastava:
What do Large Language Models Learn beyond Language? 6940-6953 - Tuhin Chakrabarty, Justin Lewis, Smaranda Muresan:
CONSISTENT: Open-Ended Question Generation From News Articles. 6954-6968 - Han Guo, Bowen Tan, Zhengzhong Liu, Eric P. Xing, Zhiting Hu:
Efficient (Soft) Q-Learning for Text Generation with Limited Good Data. 6969-6991 - Pratyay Banerjee, Shweti Mahajan, Kushal Arora, Chitta Baral, Oriana Riva:
Lexi: Self-Supervised Learning of the UI Language. 6992-7007 - Xiangyu Peng, Siyan Li, Sarah Wiegreffe, Mark O. Riedl:
Inferring the Reader: Guiding Automated Story Generation with Commonsense Reasoning. 7008-7029 - Haoming Wang, Wang Xin:
How to Stop an Avalanche? JoDeM: Joint Decision Making through Compare and Contrast for Dialog State Tracking. 7030-7041 - Jiali Zeng, Yongjing Yin, Yufan Jiang, Shuangzhi Wu, Yunbo Cao:
Contrastive Learning with Prompt-derived Virtual Semantic Prototypes for Unsupervised Sentence Embedding. 7042-7053 - Jianhan Xu, Linyang Li, Jiping Zhang, Xiaoqing Zheng, Kai-Wei Chang, Cho-Jui Hsieh, Xuanjing Huang:
Weight Perturbation as Defense against Adversarial Word Substitutions. 7054-7063 - Yequan Wang, Hengran Zhang, Aixin Sun, Xuying Meng:
CORT: A New Baseline for Comparative Opinion Classification by Dual Prompts. 7064-7075 - Kichang Yang, Wonjun Jang, Won-Ik Cho:
APEACH: Attacking Pejorative Expressions with Analysis on Crowd-Generated Hate Speech Evaluation Datasets. 7076-7086 - Xiangyu Peng, Kaige Xie, Amal Alabdulkarim, Harshith Kayam, Samihan Dani, Mark O. Riedl:
Guiding Neural Story Generation with Reader Models. 7087-7111 - Leonard Adolphs, Kurt Shuster, Jack Urbanek, Arthur Szlam, Jason Weston:
Reason first, then respond: Modular Generation for Knowledge-infused Dialogue. 7112-7132 - Aditya Vavre, Abhirut Gupta, Sunita Sarawagi:
Adapting Multilingual Models for Code-Mixed Translation. 7133-7141 - Xiaodi Li, Zhuoyi Wang, Dingcheng Li, Latifur Khan, Bhavani Thuraisingham:
LPC: A Logits and Parameter Calibration Framework for Continual Learning. 7142-7155 - Matús Pikuliak, Stefan Grivalsky, Martin Konopka, Miroslav Blsták, Martin Tamajka, Viktor Bachratý, Marián Simko, Pavol Balázik, Michal Trnka, Filip Uhlárik:
SlovakBERT: Slovak Masked Language Model. 7156-7168 - Hongming Zhang, Wenlin Yao, Dong Yu:
Efficient Zero-shot Event Extraction with Context-Definition Alignment. 7169-7179 - Zhijing Jin, Abhinav Lalwani, Tejas Vaidhya, Xiaoyu Shen, Yiwen Ding, Zhiheng Lyu, Mrinmaya Sachan, Rada Mihalcea, Bernhard Schölkopf:
Logical Fallacy Detection. 7180-7198 - Yue Feng, Gerasimos Lampouras, Ignacio Iacobacci:
Topic-Aware Response Generation in Task-Oriented Dialogue with Unstructured Knowledge Access. 7199-7211 - Xiang Dai, Ilias Chalkidis, Sune Darkner, Desmond Elliott:
Revisiting Transformer-based Models for Long Document Classification. 7212-7230 - Shuyang Cao, Lu Wang:
Time-aware Prompting for Text Generation. 7231-7246 - Michalis Korakakis, Andreas Vlachos:
Improving Scheduled Sampling with Elastic Weight Consolidation for Neural Machine Translation. 7247-7258 - Yoshitomo Matsubara, Luca Soldaini, Eric Lind, Alessandro Moschitti:
Ensemble Transformer for Efficient and Accurate Ranking Tasks: an Application to Question Answering Systems. 7259-7272 - Yuxin Xiao, Paul Pu Liang, Umang Bhatt, Willie Neiswanger, Ruslan Salakhutdinov, Louis-Philippe Morency:
Uncertainty Quantification with Pre-trained Language Models: A Large-Scale Empirical Analysis. 7273-7284 - Jiazhan Feng, Chongyang Tao, Chang Liu, Rui Yan, Dongyan Zhao:
How to Represent Context Better? An Empirical Study on Context Modeling for Multi-turn Response Selection. 7285-7298 - Rajat Bhatnagar, Ananya Ganesh, Katharina Kann:
CHIA: CHoosing Instances to Annotate for Machine Translation. 7299-7315 - Ping Guo, Yue Hu, Xiangpeng Wei, Yubing Ren, Yunpeng Li, Luxi Xing, Yuqiang Xie:
Guiding Neural Machine Translation with Semantic Kernels. 7316-7327 - Zixuan Li, Zhongni Hou, Saiping Guan, Xiaolong Jin, Weihua Peng, Long Bai, Yajuan Lyu, Wei Li, Jiafeng Guo, Xueqi Cheng:
HiSMatch: Historical Structure Matching based Temporal Knowledge Graph Reasoning. 7328-7338 - Boda Lin, Zijun Yao, Jiaxin Shi, Shulin Cao, Binghao Tang, Si Li, Yong Luo, Juanzi Li, Lei Hou:
Dependency Parsing via Sequence Generation. 7339-7353 - Maor Ivgi, Yair Carmon, Jonathan Berant:
Scaling Laws Under the Microscope: Predicting Transformer Performance from Small Scale Experiments. 7354-7371 - Lisa Bauer, Karthik Gopalakrishnan, Spandana Gella, Yang Liu, Mohit Bansal, Dilek Hakkani-Tur:
Analyzing the Limits of Self-Supervision in Handling Bias in Language. 7372-7386 - Jiexi Liu, Dehan Kong, Longtao Huang, Dinghui Mao, Hui Xue:
Multiple Instance Learning for Offensive Language Detection. 7387-7396 - Faeze Brahman, Baolin Peng, Michel Galley, Sudha Rao, Bill Dolan, Snigdha Chaturvedi, Jianfeng Gao:
Grounded Keys-to-Text Generation: Towards Factual Open-Ended Generation. 7397-7413
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