chendl02 / Awesome-LLM-Causal-Reasoning
Awesome LLM Causal Reasoning is a collection of LLM-based casual reasoning works, including papers, codes and datasets.
☆29Updated 2 months ago
Alternatives and similar repositories for Awesome-LLM-Causal-Reasoning:
Users that are interested in Awesome-LLM-Causal-Reasoning are comparing it to the libraries listed below
- This repo is reproduction resources for linear alignment paper, still working☆17Updated 7 months ago
- A curated list of awesome LLM Inference-Time Self-Improvement (ITSI, pronounced "itsy") papers from our recent survey: A Survey on Large …☆64Updated 3 weeks ago
- Code and Data for "MIRAI: Evaluating LLM Agents for Event Forecasting"☆57Updated 6 months ago
- Data and code for the Corr2Cause paper (ICLR 2024)☆91Updated 9 months ago
- [ACL'24] Chain of Thought (CoT) is significant in improving the reasoning abilities of large language models (LLMs). However, the correla…☆38Updated this week
- [NeurIPS 2024] Official implementation for paper "Can Graph Learning Improve Planning in LLM-based Agents?"☆103Updated last month
- ☆73Updated this week
- Natural Language Reinforcement Learning☆67Updated 3 weeks ago
- The official repository of "Improving Large Language Models via Fine-grained Reinforcement Learning with Minimum Editing Constraint"☆33Updated last year
- Watch Every Step! LLM Agent Learning via Iterative Step-level Process Refinement (EMNLP 2024 Main Conference)☆49Updated 3 months ago
- ☆19Updated 2 months ago
- Graph of Records: Boosting Retrieval Augmented Generation for Long-context Summarization with Graphs☆17Updated 3 months ago
- Trial and Error: Exploration-Based Trajectory Optimization of LLM Agents (ACL 2024 Main Conference)☆109Updated 2 months ago
- Interpretable Contrastive Monte Carlo Tree Search Reasoning☆39Updated 2 months ago
- Official Implementation for EMNLP 2024 (main) "AgentReview: Exploring Academic Peer Review with LLM Agent."☆43Updated 2 months ago
- Offical code of the paper Large Language Models Are Implicitly Topic Models: Explaining and Finding Good Demonstrations for In-Context Le…☆70Updated 9 months ago
- [ACL'24] Beyond One-Preference-Fits-All Alignment: Multi-Objective Direct Preference Optimization