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2020 – today
- 2025
[c29]Thilini Wijesiriwardene, Ruwan Wickramarachchi, Sreeram Reddy Vennam, Vinija Jain, Aman Chadha, Amitava Das, Ponnurangam Kumaraguru, Amit P. Sheth:
KnowledgePrompts: Exploring the Abilities of Large Language Models to Solve Proportional Analogies via Knowledge-Enhanced Prompting. COLING 2025: 3979-3996- [c28]Aishik Rakshit, Smriti Singh, Shuvam Keshari, Arijit Ghosh Chowdhury, Vinija Jain, Aman Chadha:
From Prejudice to Parity: A New Approach to Debiasing Large Language Model Word Embeddings. COLING 2025: 6718-6747 - 2024
- [j3]Akriti Gupta
, Aman Chadha, Vijaishri Tewari:
A Natural Language Processing Model on BERT and YAKE Technique for Keyword Extraction on Sustainability Reports. IEEE Access 12: 7942-7951 (2024) - [j2]Amit Das, Mostafa Rahgouy, Dongji Feng, Zheng Zhang, Tathagata Bhattacharya, Nilanjana Raychawdhary, Fatemeh Jamshidi, Vinija Jain, Aman Chadha, Mary Sandage, Lauramarie Pope, Gerry V. Dozier, Cheryl D. Seals:
OffensiveLang: A Community-Based Implicit Offensive Language Dataset. IEEE Access 12: 185661-185672 (2024) - [c27]Akash Ghosh, Arkadeep Acharya, Raghav Jain, Sriparna Saha, Aman Chadha, Setu Sinha:
CLIPSyntel: CLIP and LLM Synergy for Multimodal Question Summarization in Healthcare. AAAI 2024: 22031-22039 - [c26]Vinay Samuel, Houda Aynaou, Arijit Ghosh Chowdhury, Karthik Venkat Ramanan, Aman Chadha:
Can LLMs Augment Low-Resource Reading Comprehension Datasets? Opportunities and Challenges. ACL (Student Research Workshop) 2024: 411-421 - [c25]Prince Jha, Raghav Jain, Konika Mandal, Aman Chadha, Sriparna Saha, Pushpak Bhattacharyya:
MemeGuard: An LLM and VLM-based Framework for Advancing Content Moderation via Meme Intervention. ACL (1) 2024: 8084-8104 - [c24]Pranab Sahoo, Ayush Kumar Singh, Sriparna Saha, Aman Chadha, Samrat Mondal:
Enhancing Adverse Drug Event Detection with Multimodal Dataset: Corpus Creation and Model Development. ACL (Findings) 2024: 11214-11226 - [c23]Maryam Amirizaniani, Elias Martin, Tanya Roosta, Aman Chadha, Chirag Shah:
AuditLLM: A Tool for Auditing Large Language Models Using Multiprobe Approach. CIKM 2024: 5174-5179 - [c22]Arijit Ghosh Chowdhury, Aman Chadha:
Generative Data Augmentation using LLMs improves Distributional Robustness in Question Answering. EACL (Student Research Workshop) 2024: 258-265 - [c21]Thilini Wijesiriwardene, Ruwan Wickramarachchi, Aishwarya Naresh Reganti, Vinija Jain, Aman Chadha, Amit P. Sheth, Amitava Das:
On the Relationship between Sentence Analogy Identification and Sentence Structure Encoding in Large Language Models. EACL (Findings) 2024: 451-457 - [c20]Akash Ghosh, Arkadeep Acharya, Prince Jha, Sriparna Saha, Aniket Gaudgaul, Rajdeep Majumdar, Aman Chadha, Raghav Jain, Setu Sinha, Shivani Agarwal:
MedSumm: A Multimodal Approach to Summarizing Code-Mixed Hindi-English Clinical Queries. ECIR (5) 2024: 106-120 - [c19]Pranab Sahoo, Prabhash Meharia, Akash Ghosh, Sriparna Saha, Vinija Jain, Aman Chadha:
A Comprehensive Survey of Hallucination in Large Language, Image, Video and Audio Foundation Models. EMNLP (Findings) 2024: 11709-11724 - [c18]Preetam Prabhu Srikar Dammu, Himanshu Naidu, Mouly Dewan, YoungMin Kim, Tanya Roosta, Aman Chadha, Chirag Shah:
ClaimVer: Explainable Claim-Level Verification and Evidence Attribution of Text Through Knowledge Graphs. EMNLP (Findings) 2024: 13613-13627 - [c17]Chenyang Gao, Brecht Desplanques, Chelsea J.-T. Ju, Aman Chadha, Andreas Stolcke:
Post-Training Embedding Alignment for Decoupling Enrollment and Runtime Speaker Recognition Models. ICASSP 2024: 10836-10840 - [c16]Paras Sheth, Raha Moraffah, Tharindu S. Kumarage, Aman Chadha, Huan Liu:
Causality Guided Disentanglement for Cross-Platform Hate Speech Detection. WSDM 2024: 626-635 - [i94]S. M. Towhidul Islam Tonmoy, S. M. Mehedi Zaman, Vinija Jain, Anku Rani, Vipula Rawte, Aman Chadha, Amitava Das:
A Comprehensive Survey of Hallucination Mitigation Techniques in Large Language Models. CoRR abs/2401.01313 (2024) - [i93]Akash Ghosh, Arkadeep Acharya, Prince Jha, Aniket Gaudgaul, Rajdeep Majumdar, Sriparna Saha, Aman Chadha, Raghav Jain, Setu Sinha, Shivani Agarwal:
MedSumm: A Multimodal Approach to Summarizing Code-Mixed Hindi-English Clinical Queries. CoRR abs/2401.01596 (2024) - [i92]Saurav Pawar, S. M. Towhidul Islam Tonmoy, S. M. Mehedi Zaman, Vinija Jain, Aman Chadha, Amitava Das:
The What, Why, and How of Context Length Extension Techniques in Large Language Models - A Detailed Survey. CoRR abs/2401.07872 (2024) - [i91]Georgios Ioannides, Aman Chadha, Aaron Elkins:
Gaussian Adaptive Attention is All You Need: Robust Contextual Representations Across Multiple Modalities. CoRR abs/2401.11143 (2024) - [i90]Chenyang Gao, Brecht Desplanques, Chelsea J.-T. Ju, Aman Chadha, Andreas Stolcke:
Post-Training Embedding Alignment for Decoupling Enrollment and Runtime Speaker Recognition Models. CoRR abs/2401.12440 (2024) - [i89]Shivang Chopra, Suraj Kothawade, Houda Aynaou, Aman Chadha:
Source-Free Domain Adaptation with Diffusion-Guided Source Data Generation. CoRR abs/2402.04929 (2024) - [i88]Pranab Sahoo, Ayush Kumar Singh, Sriparna Saha, Vinija Jain, Samrat Mondal, Aman Chadha:
A Systematic Survey of Prompt Engineering in Large Language Models: Techniques and Applications. CoRR abs/2402.07927 (2024) - [i87]Maryam Amirizaniani, Tanya Roosta, Aman Chadha, Chirag Shah:
AuditLLM: A Tool for Auditing Large Language Models Using Multiprobe Approach. CoRR abs/2402.09334 (2024) - [i86]Maryam Amirizaniani, Jihan Yao, Adrian Lavergne, Elizabeth Snell Okada, Aman Chadha, Tanya Roosta, Chirag Shah:
Developing a Framework for Auditing Large Language Models Using Human-in-the-Loop. CoRR abs/2402.09346 (2024) - [i85]Aishik Rakshit, Smriti Singh, Shuvam Keshari, Arijit Ghosh Chowdhury, Vinija Jain, Aman Chadha:
From Prejudice to Parity: A New Approach to Debiasing Large Language Model Word Embeddings. CoRR abs/2402.11512 (2024) - [i84]Swagata Ashwani, Kshiteesh Hegde, Nishith Reddy Mannuru, Mayank Jindal, Dushyant Singh Sengar, Krishna Chaitanya Rao Kathala, Dishant Banga, Vinija Jain, Aman Chadha:
Cause and Effect: Can Large Language Models Truly Understand Causality? CoRR abs/2402.18139 (2024) - [i83]Arpita Vats, Vinija Jain, Rahul Raja, Aman Chadha:
Exploring the Impact of Large Language Models on Recommender Systems: An Extensive Review. CoRR abs/2402.18590 (2024) - [i82]Tharindu Kumarage, Garima Agrawal, Paras Sheth, Raha Moraffah, Aman Chadha, Joshua Garland, Huan Liu:
A Survey of AI-generated Text Forensic Systems: Detection, Attribution, and Characterization. CoRR abs/2403.01152 (2024) - [i81]Fiona Anting Tan, Gerard Christopher Yeo, Fanyou Wu, Weijie Xu, Vinija Jain, Aman Chadha, Kokil Jaidka, Yang Liu, See-Kiong Ng:
PHAnToM: Personality Has An Effect on Theory-of-Mind Reasoning in Large Language Models. CoRR abs/2403.02246 (2024) - [i80]Arijit Ghosh Chowdhury, Md Mofijul Islam, Vaibhav Kumar, Faysal Hossain Shezan, Vaibhav Kumar, Vinija Jain, Aman Chadha:
Breaking Down the Defenses: A Comparative Survey of Attacks on Large Language Models. CoRR abs/2403.04786 (2024) - [i79]Preetam Prabhu Srikar Dammu, Himanshu Naidu, Mouly Dewan, YoungMin Kim, Tanya Roosta, Aman Chadha, Chirag Shah:
ClaimVer: Explainable Claim-Level Verification and Evidence Attribution of Text Through Knowledge Graphs. CoRR abs/2403.09724 (2024) - [i78]Smriti Singh, Shuvam Keshari, Vinija Jain, Aman Chadha:
Born With a Silver Spoon? Investigating Socioeconomic Bias in Large Language Models. CoRR abs/2403.14633 (2024) - [i77]Sanyam Lakhanpal, Shivang Chopra, Vinija Jain, Aman Chadha, Man Luo:
Refining Text-to-Image Generation: Towards Accurate Training-Free Glyph-Enhanced Image Generation. CoRR abs/2403.16422 (2024) - [i76]Vipula Rawte, S. M. Towhidul Islam Tonmoy, S. M. Mehedi Zaman, Prachi Priya, Aman Chadha, Amit P. Sheth, Amitava Das:
"Sorry, Come Again?" Prompting - Enhancing Comprehension and Diminishing Hallucination with [PAUSE]-injected Optimal Paraphrasing. CoRR abs/2403.18976 (2024) - [i75]Vipula Rawte, S. M. Towhidul Islam Tonmoy, Krishnav Rajbangshi, Shravani Nag, Aman Chadha, Amit P. Sheth, Amitava Das:
FACTOID: FACtual enTailment fOr hallucInation Detection. CoRR abs/2403.19113 (2024) - [i74]Akash Ghosh, Arkadeep Acharya, Sriparna Saha, Vinija Jain, Aman Chadha:
Exploring the Frontier of Vision-Language Models: A Survey of Current Methodologies and Future Directions. CoRR abs/2404.07214 (2024) - [i73]Paras Sheth, Tharindu Kumarage, Raha Moraffah, Aman Chadha, Huan Liu:
Cross-Platform Hate Speech Detection with Weakly Supervised Causal Disentanglement. CoRR abs/2404.11036 (2024) - [i72]Charith Chandra Sai Balne, Sreyoshi Bhaduri, Tamoghna Roy, Vinija Jain, Aman Chadha:
Parameter Efficient Fine Tuning: A Comprehensive Analysis Across Applications. CoRR abs/2404.13506 (2024) - [i71]Pranab Sahoo, Prabhash Meharia, Akash Ghosh, Sriparna Saha, Vinija Jain, Aman Chadha:
Unveiling Hallucination in Text, Image, Video, and Audio Foundation Models: A Comprehensive Survey. CoRR abs/2405.09589 (2024) - [i70]Mahsa Khoshnoodi, Vinija Jain, Mingye Gao, Malavika Srikanth, Aman Chadha:
A Comprehensive Survey of Accelerated Generation Techniques in Large Language Models. CoRR abs/2405.13019 (2024) - [i69]Pranab Sahoo, Ayush Kumar Singh, Sriparna Saha, Aman Chadha, Samrat Mondal:
Enhancing Adverse Drug Event Detection with Multimodal Dataset: Corpus Creation and Model Development. CoRR abs/2405.15766 (2024) - [i68]Olena Burda-Lassen, Aman Chadha, Shashank Goswami, Vinija Jain:
How Culturally Aware are Vision-Language Models? CoRR abs/2405.17475 (2024) - [i67]Shakti N. Wadekar, Abhishek Chaurasia, Aman Chadha, Eugenio Culurciello:
The Evolution of Multimodal Model Architectures. CoRR abs/2405.17927 (2024) - [i66]Prince Jha, Raghav Jain, Konika Mandal, Aman Chadha, Sriparna Saha, Pushpak Bhattacharyya:
MemeGuard: An LLM and VLM-based Framework for Advancing Content Moderation via Meme Intervention. CoRR abs/2406.05344 (2024) - [i65]Alexi Gladstone, Ganesh Nanduru, Md Mofijul Islam, Aman Chadha, Jundong Li, Tariq Iqbal:
Cognitively Inspired Energy-Based World Models. CoRR abs/2406.08862 (2024) - [i64]Sankalp KJ, Vinija Jain, Sreyoshi Bhaduri, Tamoghna Roy, Aman Chadha:
Decoding the Diversity: A Review of the Indic AI Research Landscape. CoRR abs/2406.09559 (2024) - [i63]Amit Das, Zheng Zhang, Fatemeh Jamshidi, Vinija Jain, Aman Chadha, Nilanjana Raychawdhary, Mary Sandage, Lauramarie Pope, Gerry V. Dozier, Cheryl D. Seals:
Investigating Annotator Bias in Large Language Models for Hate Speech Detection. CoRR abs/2406.11109 (2024) - [i62]Neelabh Sinha, Vinija Jain, Aman Chadha:
Evaluating Open Language Models Across Task Types, Application Domains, and Reasoning Types: An In-Depth Experimental Analysis. CoRR abs/2406.11402 (2024) - [i61]Devichand Budagam, Sankalp KJ, Ashutosh Kumar, Vinija Jain, Aman Chadha:
Hierarchical Prompting Taxonomy: A Universal Evaluation Framework for Large Language Models. CoRR abs/2406.12644 (2024) - [i60]Julia Kharchenko, Tanya Roosta, Aman Chadha, Chirag Shah:
How Well Do LLMs Represent Values Across Cultures? Empirical Analysis of LLM Responses Based on Hofstede Cultural Dimensions. CoRR abs/2406.14805 (2024) - [i59]Niyar R. Barman, Krish Sharma, Ashhar Aziz, Shashwat Bajpai, Shwetangshu Biswas, Vasu Sharma, Vinija Jain, Aman Chadha, Amit P. Sheth, Amitava Das:
The Brittleness of AI-Generated Image Watermarking Techniques: Examining Their Robustness Against Visual Paraphrasing Attacks. CoRR abs/2408.10446 (2024) - [i58]Christos Constantinou, Georgios Ioannides, Aman Chadha, Aaron Elkins, Edwin Simpson:
Out-of-Distribution Detection with Attention Head Masking for Multimodal Document Classification. CoRR abs/2408.11237 (2024) - [i57]Atmika Gorti, Manas Gaur, Aman Chadha:
Unboxing Occupational Bias: Grounded Debiasing of LLMs with U.S. Labor Data. CoRR abs/2408.11247 (2024) - [i56]Ronit Singhal, Pransh Patwa, Parth Patwa, Aman Chadha, Amitava Das:
Evidence-backed Fact Checking using RAG and Few-Shot In-Context Learning with LLMs. CoRR abs/2408.12060 (2024) - [i55]Pratyush Kumar, Kuber Vijaykumar Bellad, Bharat Vadlamudi, Aman Chadha:
RoundTable: Leveraging Dynamic Schema and Contextual Autocomplete for Enhanced Query Precision in Tabular Question Answering. CoRR abs/2408.12369 (2024) - [i54]Georgios Ioannides, Adrian Kieback, Aman Chadha, Aaron Elkins:
Density Adaptive Attention-based Speech Network: Enhancing Feature Understanding for Mental Health Disorders. CoRR abs/2409.00391 (2024) - [i53]Neelabh Sinha, Vinija Jain, Aman Chadha:
Guiding Vision-Language Model Selection for Visual Question-Answering Across Tasks, Domains, and Knowledge Types. CoRR abs/2409.09269 (2024) - [i52]Gurucharan Marthi Krishna Kumar, Aman Chadha, Janine D. Mendola, Amir Shmuel:
MedVisionLlama: Leveraging Pre-Trained Large Language Model Layers to Enhance Medical Image Segmentation. CoRR abs/2410.02458 (2024) - [i51]Suryavardan S, Anku Rani, Parth Patwa, Aishwarya N. Reganti, Vinija Jain, Aman Chadha, Amitava Das, Amit P. Sheth, Asif Ekbal:
Overview of Factify5WQA: Fact Verification through 5W Question-Answering. CoRR abs/2410.04236 (2024) - [i50]Md Mubtasim Ahasan, Md Fahim, Tasnim Mohiuddin, A. K. M. Mahbubur Rahman, Aman Chadha, Tariq Iqbal, M. Ashraful Amin, Md Mofijul Islam, Amin Ahsan Ali:
DM-Codec: Distilling Multimodal Representations for Speech Tokenization. CoRR abs/2410.15017 (2024) - [i49]Vipula Rawte, Sarthak Jain, Aarush Sinha, Garv Kaushik, Aman Bansal, Prathiksha Rumale Vishwanath, Samyak Rajesh Jain, Aishwarya Naresh Reganti, Vinija Jain, Aman Chadha, Amit P. Sheth, Amitava Das:
ViBe: A Text-to-Video Benchmark for Evaluating Hallucination in Large Multimodal Models. CoRR abs/2411.10867 (2024) - [i48]Ashmal Vayani, Dinura Dissanayake, Hasindri Watawana, Noor Ahsan, Nevasini Sasikumar, Omkar Thawakar, Henok Biadglign Ademtew, Yahya Hmaiti, Amandeep Kumar, Kartik Kuckreja, Mykola Maslych, Wafa Al Ghallabi, Mihail Mihaylov, Chao Qin, Abdelrahman M. Shaker, Mike Zhang, Mahardika Krisna Ihsani, Amiel Esplana, Monil Gokani, Shachar Mirkin, Harsh Singh, Ashay Srivastava, Endre Hamerlik, Fathinah Asma Izzati, Fadillah Adamsyah Maani, Sebastian Cavada, Jenny Chim, Rohit Gupta, Sanjay Manjunath, Kamila Zhumakhanova, Feno Heriniaina Rabevohitra, Azril Amirudin, Muhammad Ridzuan, Daniya Kareem, Ketan More, Kunyang Li, Pramesh Shakya, Muhammad Saad, Amirpouya Ghasemaghaei, Amirbek Djanibekov, Dilshod Azizov, Branislava Jankovic, Naman Bhatia, Alvaro Cabrera, Johan S. Obando-Ceron, Olympiah Otieno, Fabian Farestam, Muztoba Rabbani, Sanoojan Baliah, Santosh Sanjeev, Abduragim Shtanchaev, Maheen Fatima, Thao Nguyen, Amrin Kareem, Toluwani Aremu, Nathan Xavier, Amit Bhatkal, Hawau Toyin, Aman Chadha, Hisham Cholakkal, Rao Muhammad Anwer, Michael Felsberg, Jorma Laaksonen, Thamar Solorio, Monojit Choudhury, Ivan Laptev, Mubarak Shah, Salman Khan, Fahad Khan:
All Languages Matter: Evaluating LMMs on Culturally Diverse 100 Languages. CoRR abs/2411.16508 (2024) - [i47]Nasrin Imanpour, Shashwat Bajpai, Subhankar Ghosh, Sainath Reddy Sankepally, Abhilekh Borah, Hasnat Md Abdullah, Nishoak Kosaraju, Shreyas Dixit, Ashhar Aziz, Shwetangshu Biswas, Vinija Jain, Aman Chadha, Amit P. Sheth, Amitava Das:
Visual Counter Turing Test (VCT2): Discovering the Challenges for AI-Generated Image Detection and Introducing Visual AI Index (VAI). CoRR abs/2411.16754 (2024) - [i46]Nikhil Kumar Koditala, Chelsea Jui-Ting Ju, Ruirui Li, Minho Jin, Aman Chadha, Andreas Stolcke:
Improving speaker verification robustness with synthetic emotional utterances. CoRR abs/2412.00319 (2024) - [i45]Thilini Wijesiriwardene, Ruwan Wickramarachchi, Sreeram Vennam, Vinija Jain, Aman Chadha, Amitava Das, Ponnurangam Kumaraguru, Amit P. Sheth:
KnowledgePrompts: Exploring the Abilities of Large Language Models to Solve Proportional Analogies via Knowledge-Enhanced Prompting. CoRR abs/2412.00869 (2024) - [i44]Aakash Mahalingam, Vinesh Kumar Gande, Aman Chadha, Vinija Jain, Divya Chaudhary:
SKETCH: Structured Knowledge Enhanced Text Comprehension for Holistic Retrieval. CoRR abs/2412.15443 (2024) - [i43]Rushendra Sidibomma, Pransh Patwa, Parth Patwa, Aman Chadha, Vinija Jain, Amitava Das:
LLMsAgainstHate @ NLU of Devanagari Script Languages 2025: Hate Speech Detection and Target Identification in Devanagari Languages via Parameter Efficient Fine-Tuning of LLMs. CoRR abs/2412.17131 (2024) - [i42]Vinay Prithyani, Mohsin Mohammed, Richa Gadgil, Ricardo Buitrago, Vinija Jain, Aman Chadha:
On the Feasibility of Vision-Language Models for Time-Series Classification. CoRR abs/2412.17304 (2024) - 2023
- [c15]Thilini Wijesiriwardene, Ruwan Wickramarachchi, Bimal G. Gajera, Shreeyash Mukul Gowaikar, Chandan Gupta, Aman Chadha, Aishwarya Naresh Reganti, Amit P. Sheth, Amitava Das:
ANALOGICAL - A Novel Benchmark for Long Text Analogy Evaluation in Large Language Models. ACL (Findings) 2023: 3534-3549 - [c14]Anku Rani, S. M. Towhidul Islam Tonmoy, Dwip Dalal, Shreya Gautam, Megha Chakraborty, Aman Chadha, Amit P. Sheth, Amitava Das:
FACTIFY-5WQA: 5W Aspect-based Fact Verification through Question Answering. ACL (1) 2023: 10421-10440 - [c13]Shreyash Mishra, S. Suryavardan, Megha Chakraborty, Parth Patwa, Anku Rani, Aman Chadha, Aishwarya Naresh Reganti, Amitava Das, Amit P. Sheth, Manoj Chinnakotla, Asif Ekbal, Srijan Kumar:
Overview of Memotion 3: Sentiment and Emotion Analysis of Codemixed Hinglish Memes. DE-FACTIFY@AAAI 2023 - [c12]Shreyash Mishra, S. Suryavardan, Parth Patwa, Megha Chakraborty, Anku Rani, Aishwarya Naresh Reganti, Aman Chadha, Amitava Das, Amit P. Sheth, Manoj Chinnakotla, Asif Ekbal, Srijan Kumar:
Memotion 3: Dataset on sentiment and emotion analysis of codemixed Hindi-English Memes. DE-FACTIFY@AAAI 2023 - [c11]S. Suryavardan, Shreyash Mishra, Megha Chakraborty, Parth Patwa, Anku Rani, Aman Chadha, Aishwarya Naresh Reganti, Amitava Das, Amit P. Sheth, Manoj Chinnakotla, Asif Ekbal, Srijan Kumar:
Findings of factify 2: multimodal fake news detection. DE-FACTIFY@AAAI 2023 - [c10]S. Suryavardan, Shreyash Mishra, Parth Patwa, Megha Chakraborty, Anku Rani, Aishwarya Naresh Reganti, Aman Chadha, Amitava Das, Amit P. Sheth, Manoj Chinnakotla, Asif Ekbal, Srijan Kumar:
Factify 2: A multimodal fake news and satire news dataset. DE-FACTIFY@AAAI 2023 - [c9]Megha Chakraborty, S. M. Towhidul Islam Tonmoy, S. M. Mehedi Zaman, Shreya Gautam, Tanay Kumar, Krish Sharma, Niyar R. Barman, Chandan Gupta, Vinija Jain, Aman Chadha, Amit P. Sheth, Amitava Das:
Counter Turing Test (CT2): AI-Generated Text Detection is Not as Easy as You May Think - Introducing AI Detectability Index (ADI). EMNLP 2023: 2206-2239 - [c8]Vipula Rawte, Swagata Chakraborty, Agnibh Pathak, Anubhav Sarkar, S. M. Towhidul Islam Tonmoy, Aman Chadha, Amit P. Sheth, Amitava Das:
The Troubling Emergence of Hallucination in Large Language Models - An Extensive Definition, Quantification, and Prescriptive Remediations. EMNLP 2023: 2541-2573 - [c7]Yixin Wan, Jieyu Zhao, Aman Chadha, Nanyun Peng, Kai-Wei Chang:
Are Personalized Stochastic Parrots More Dangerous? Evaluating Persona Biases in Dialogue Systems. EMNLP (Findings) 2023: 9677-9705 - [c6]Megha Chakraborty, Khushbu Pahwa, Anku Rani, Shreyas Chatterjee, Dwip Dalal, Harshit Dave, Ritvik G, Preethi Gurumurthy, Adarsh Mahor, Samahriti Mukherjee, Aditya Pakala, Ishan Paul, Janvita Reddy, Arghya Sarkar, Kinjal Sensharma, Aman Chadha, Amit P. Sheth, Amitava Das:
FACTIFY3M: A benchmark for multimodal fact verification with explainability through 5W Question-Answering. EMNLP 2023: 15282-15322 - [c5]Mohammad Samragh, Arnav Kundu, Ting-Yao Hu, Aman Chadha, Ashish Srivastava, Minsik Cho, Oncel Tuzel, Devang Naik:
I See What You Hear: A Vision-Inspired Method to Localize Words. ICASSP 2023: 1-5 - [c4]Akriti Gupta, Aman Chadha, Mayank Kumar, Vijaishri Tewari, Ranjana Vyas:
Using Process Enhancement to Predict Organizational Citizenship Behavior via the Role of Sustainable Training Practices. ICCPR 2023: 95-100 - [c3]Paras Sheth, Tharindu Kumarage, Raha Moraffah, Aman Chadha, Huan Liu:
PEACE: Cross-Platform Hate Speech Detection - A Causality-Guided Framework. ECML/PKDD (1) 2023: 559-575 - [i41]Arpita Vats, Aman Chadha:
Facial Emotion Recognition. CoRR abs/2301.10906 (2023) - [i40]Shreyash Mishra, Suryavardan S, Parth Patwa, Megha Chakraborty, Anku Rani, Aishwarya Naresh Reganti, Aman Chadha, Amitava Das, Amit P. Sheth, Manoj Chinnakotla, Asif Ekbal, Srijan Kumar:
Memotion 3: Dataset on Sentiment and Emotion Analysis of Codemixed Hindi-English Memes. CoRR abs/2303.09892 (2023) - [i39]Aman Chadha, Vinija Jain:
Few-shot Multimodal Multitask Multilingual Learning. CoRR abs/2303.12489 (2023) - [i38]Suryavardan S, Shreyash Mishra, Parth Patwa, Megha Chakraborty, Anku Rani, Aishwarya Naresh Reganti, Aman Chadha, Amitava Das, Amit P. Sheth, Manoj Chinnakotla, Asif Ekbal, Srijan Kumar:
Factify 2: A Multimodal Fake News and Satire News Dataset. CoRR abs/2304.03897 (2023) - [i37]Anku Rani, S. M. Towhidul Islam Tonmoy, Dwip Dalal, Shreya Gautam, Megha Chakraborty, Aman Chadha, Amit P. Sheth, Amitava Das:
FACTIFY-5WQA: 5W Aspect-based Fact Verification through Question Answering. CoRR abs/2305.04329 (2023) - [i36]Thilini Wijesiriwardene, Ruwan Wickramarachchi, Bimal G. Gajera, Shreeyash Mukul Gowaikar, Chandan Gupta, Aman Chadha, Aishwarya Naresh Reganti, Amit P. Sheth, Amitava Das:
ANALOGICAL - A Novel Benchmark for Long Text Analogy Evaluation in Large Language Models. CoRR abs/2305.05050 (2023) - [i35]Varuna Krishna, S. Suryavardan, Shreyash Mishra, Sathyanarayanan Ramamoorthy, Parth Patwa, Megha Chakraborty, Aman Chadha, Amitava Das, Amit P. Sheth:
IMAGINATOR: Pre-Trained Image+Text Joint Embeddings using Word-Level Grounding of Images. CoRR abs/2305.10438 (2023) - [i34]Megha Chakraborty, Khushbu Pahwa, Anku Rani, Adarsh Mahor, Aditya Pakala, Arghya Sarkar, Harshit Dave, Ishan Paul, Janvita Reddy, Preethi Gurumurthy, Ritvik G, Samahriti Mukherjee, Shreyas Chatterjee, Kinjal Sensharma, Dwip Dalal, Suryavardan S, Shreyash Mishra, Parth Patwa, Aman Chadha, Amit P. Sheth, Amitava Das:
FACTIFY3M: A Benchmark for Multimodal Fact Verification with Explainability through 5W Question-Answering. CoRR abs/2306.05523 (2023) - [i33]Paras Sheth, Tharindu Kumarage, Raha Moraffah, Aman Chadha, Huan Liu:
PEACE: Cross-Platform Hate Speech Detection- A Causality-guided Framework. CoRR abs/2306.08804 (2023) - [i32]Dominick Reilly, Aman Chadha, Srijan Das:
Seeing the Pose in the Pixels: Learning Pose-Aware Representations in Vision Transformers. CoRR abs/2306.09331 (2023) - [i31]S. Suryavardan, Shreyash Mishra, Megha Chakraborty, Parth Patwa, Anku Rani, Aman Chadha, Aishwarya Naresh Reganti, Amitava Das, Amit P. Sheth, Manoj Chinnakotla, Asif Ekbal, Srijan Kumar:
Findings of Factify 2: Multimodal Fake News Detection. CoRR abs/2307.10475 (2023) - [i30]Paras Sheth, Tharindu Kumarage, Raha Moraffah, Aman Chadha, Huan Liu:
Causality Guided Disentanglement for Cross-Platform Hate Speech Detection. CoRR abs/2308.02080 (2023) - [i29]Maithili Sabane, Onkar Litake, Aman Chadha:
Breaking Language Barriers: A Question Answering Dataset for Hindi and Marathi. CoRR abs/2308.09862 (2023) - [i28]Muhammad Rahman, Sachi Figliolini, Joyce Kim, Eivy Cedeno, Charles Kleier, Chirag Shah, Aman Chadha:
Artificial Intelligence in Career Counseling: A Test Case with ResumAI. CoRR abs/2308.14301 (2023) - [i27]Hong Yung Yip, Chidaksh Ravuru, Neelabha Banerjee, Shashwat Jha, Amit P. Sheth, Aman Chadha, Amitava Das:
RESTORE: Graph Embedding Assessment Through Reconstruction. CoRR abs/2308.14659 (2023) - [i26]Mohsin Ali, Kandukuri Sai Teja, Neeharika Gupta, Parth Patwa, Anubhab Chatterjee, Vinija Jain, Aman Chadha, Amitava Das:
CONFLATOR: Incorporating Switching Point based Rotatory Positional Encodings for Code-Mixed Language Modeling. CoRR abs/2309.05270 (2023) - [i25]Arijit Ghosh Chowdhury, Aman Chadha:
Generative Data Augmentation using LLMs improves Distributional Robustness in Question Answering. CoRR abs/2309.06358 (2023) - [i24]Shreyash Mishra, S. Suryavardan, Megha Chakraborty, Parth Patwa, Anku Rani, Aman Chadha, Aishwarya Naresh Reganti, Amitava Das, Amit P. Sheth, Manoj Chinnakotla, Asif Ekbal, Srijan Kumar:
Overview of Memotion 3: Sentiment and Emotion Analysis of Codemixed Hinglish Memes. CoRR abs/2309.06517 (2023) - [i23]Vinay Samuel, Houda Aynaou, Arijit Ghosh Chowdhury, Karthik Venkat Ramanan, Aman Chadha:
Can LLMs Augment Low-Resource Reading Comprehension Datasets? Opportunities and Challenges. CoRR abs/2309.12426 (2023) - [i22]Vipula Rawte, Swagata Chakraborty, Agnibh Pathak, Anubhav Sarkar, S. M. Towhidul Islam Tonmoy, Aman Chadha, Amit P. Sheth, Amitava Das:
The Troubling Emergence of Hallucination in Large Language Models - An Extensive Definition, Quantification, and Prescriptive Remediations. CoRR abs/2310.04988 (2023) - [i21]Megha Chakraborty, S. M. Towhidul Islam Tonmoy, S. M. Mehedi Zaman, Krish Sharma, Niyar R. Barman, Chandan Gupta, Shreya Gautam, Tanay Kumar, Vinija Jain, Aman Chadha, Amit P. Sheth, Amitava Das:
Counter Turing Test CT^2: AI-Generated Text Detection is Not as Easy as You May Think - Introducing AI Detectability Index. CoRR abs/2310.05030 (2023) - [i20]Yixin Wan, Jieyu Zhao, Aman Chadha, Nanyun Peng, Kai-Wei Chang:
Are Personalized Stochastic Parrots More Dangerous? Evaluating Persona Biases in Dialogue Systems. CoRR abs/2310.05280 (2023) - [i19]Ankitha Sudarshan, Vinay Samuel, Parth Patwa, Ibtihel Amara, Aman Chadha:
Improved Contextual Recognition In Automatic Speech Recognition Systems By Semantic Lattice Rescoring. CoRR abs/2310.09680 (2023) - [i18]Anku Rani, Dwip Dalal, Shreya Gautam, Pankaj Gupta, Vinija Jain, Aman Chadha, Amit P. Sheth, Amitava Das:
SEPSIS: I Can Catch Your Lies - A New Paradigm for Deception Detection. CoRR abs/2312.00292 (2023) - [i17]Ibtihel Amara, Vinija Jain, Aman Chadha:
Dynamic Corrective Self-Distillation for Better Fine-Tuning of Pretrained Models. CoRR abs/2312.07028 (2023) - [i16]Akash Ghosh, Arkadeep Acharya, Raghav Jain, Sriparna Saha, Aman Chadha, Setu Sinha:
CLIPSyntel: CLIP and LLM Synergy for Multimodal Question Summarization in Healthcare. CoRR abs/2312.11541 (2023) - 2022
- [i15]Mohammad Samragh, Arnav Kundu, Ting-Yao Hu, Minsik Cho, Aman Chadha, Ashish Shrivastava, Oncel Tuzel, Devang Naik:
I see what you hear: a vision-inspired method to localize words. CoRR abs/2210.13567 (2022) - 2021
- [i14]Aman Chadha, Vinija Jain:
iReason: Multimodal Commonsense Reasoning using Videos and Natural Language with Interpretability. CoRR abs/2107.10300 (2021) - 2020
- [j1]Aman Chadha, John Britto, M. Mani Roja:
iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networks. Comput. Vis. Media 6(3): 307-317 (2020) - [i13]Aman Chadha, John Britto, M. Mani Roja:
iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networks. CoRR abs/2006.11161 (2020) - [i12]Aman Chadha, Gurneet Arora, Navpreet Kaloty:
iPerceive: Applying Common-Sense Reasoning to Multi-Modal Dense Video Captioning and Video Question Answering. CoRR abs/2011.07735 (2020)
2010 – 2019
- 2017
- [c2]Artus Krohn-Grimberghe, Akriti Gupta, Aman Chadha, Ranjana Vyas:
Cloud computing in optimizing supply chain management of automotive component industry. IML 2017: 71:1-71:3 - [i11]Anthony E. Gregerson, Aman Chadha, Katherine Morrow:
Multi-Personality Partitioning for Heterogeneous Systems. CoRR abs/1704.01676 (2017) - 2015
- [i10]Aman Chadha, Sushmit Mallik, Ankit R. Chadha, Ravdeep Johar, M. Mani Roja:
Dual-Layer Video Encryption using RSA Algorithm. CoRR abs/1509.04387 (2015) - 2014
- [i9]Ankit R. Chadha, Rishikesh Misal, Tanaya Mokashi, Aman Chadha:
ARC Sort: Enhanced and Time Efficient Sorting Algorithm. CoRR abs/1406.2262 (2014) - 2013
- [c1]Anthony E. Gregerson, Aman Chadha, Katherine Morrow:
Multi-personality partitioning for heterogeneous systems. FPT 2013: 314-317 - 2012
- [i8]Aman Chadha, Bharatraaj Savardekar, Jay Padhya:
Analysis of a Modern Voice Morphing Approach using Gaussian Mixture Models for Laryngectomees. CoRR abs/1208.1418 (2012) - [i7]Aman Chadha, Sushmit Mallik, Ravdeep Johar:
Comparative Study and Optimization of Feature-Extraction Techniques for Content based Image Retrieval. CoRR abs/1208.6335 (2012) - 2011
- [i6]Aman Chadha, Divya Jyoti, M. Mani Roja:
Rotation, Scaling and Translation Analysis of Biometric Signature Templates. CoRR abs/1110.1208 (2011) - [i5]Aman Chadha, Sandeep Gangundi, Rishabh Goel, Hiren Dave, M. Mani Roja:
Audio Watermarking with Error Correction. CoRR abs/1110.1209 (2011) - [i4]Aman Chadha, Divya Jyoti, M. Mani Roja:
Text-Independent Speaker Recognition for Low SNR Environments with Encryption. CoRR abs/1111.0024 (2011) - [i3]Aman Chadha, Divya Jyoti, M. G. Bhatia:
Design and Simulation of an 8-bit. CoRR abs/1111.1086 (2011) - [i2]Divya Jyoti, Aman Chadha, Pallavi P. Vaidya, M. Mani Roja:
A robust, low-cost approach to Face Detection and Face Recognition. CoRR abs/1111.1090 (2011) - [i1]Aman Chadha, Pallavi P. Vaidya, M. Mani Roja:
Face Recognition Using Discrete Cosine Transform for Global and Local Features. CoRR abs/1111.1423 (2011)
Coauthor Index
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