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[ICLR 2023] ReAct: Synergizing Reasoning and Acting in Language Models

Reasoning in Large Language Models: Papers and Resources, including Chain-of-Thought and OpenAI o1 🍓

A collection of research on knowledge graphs

Official implementation for "Automatic Chain of Thought Prompting in Large Language Models" (stay tuned & more will be updated)

An Open-sourced Knowledgable Large Language Model Framework.

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Learn about Machine Learning and Artificial Intelligence

The MATH Dataset (NeurIPS 2021)

[ACL 2023] Reasoning with Language Model Prompting: A Survey

A central, open resource for data and tools related to chain-of-thought reasoning in large language models. Developed @ Samwald research group: https://samwald.info/

[Embodied-AI-Survey-2024] Paper list and projects for Embodied AI

Theory-of-mind powered AI tutor using o1 style reasoning

LLMs can generate feedback on their work, use it to improve the output, and repeat this process iteratively.

Neuro-Symbolic AI with Knowledge Graph | "True Reasoning" through data and logic 🌿🌱🐋🌍

This repository contains a collection of papers and resources on Reasoning in Large Language Models.

code and docs for my EMNLP paper "DeepPath: A Reinforcement Learning Method for Knowledge Graph Reasoning"

PaL: Program-Aided Language Models (ICML 2023)

Recognition to Cognition Networks (code for the model in "From Recognition to Cognition: Visual Commonsense Reasoning", CVPR 2019)

Code and data for "Lumos: Learning Agents with Unified Data, Modular Design, and Open-Source LLMs"