TypeDB: the polymorphic database powered by types

A collection of research on knowledge graphs

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

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

Reasoning in Large Language Models: Papers and Resources, including Chain-of-Thought, Instruction-Tuning and Multimodality.

An Open-sourced Knowledgable Large Language Model Framework.

Protege Desktop

Learn about Machine Learning and Artificial Intelligence

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/

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

The MATH Dataset (NeurIPS 2021)

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

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

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

Reasoning Engine for Neuro-Symbolic AI

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

PaL: Program-Aided Language Models (ICML 2023)

Recurrent Event Network: Autoregressive Structure Inference over Temporal Knowledge Graphs (EMNLP 2020)

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

OpenNARS for Research 3.0+