chendl02 / Awesome-LLM-Causal-ReasoningLinks
[NAACL 25 main] Awesome LLM Causal Reasoning is a collection of LLM-based casual reasoning works, including papers, codes and datasets.
☆62Updated 3 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
Sorting:
- [ACL'24] Beyond One-Preference-Fits-All Alignment: Multi-Objective Direct Preference Optimization☆79Updated 9 months ago
- [NeurIPS 2024] Official code of $\beta$-DPO: Direct Preference Optimization with Dynamic $\beta$☆45Updated 7 months ago
- ☆29Updated 7 months ago
- [NeurIPS 2024] The official implementation of paper: Chain of Preference Optimization: Improving Chain-of-Thought Reasoning in LLMs.☆123Updated 2 months ago
- [ACL'24] Chain of Thought (CoT) is significant in improving the reasoning abilities of large language models (LLMs). However, the correla…☆46Updated 3 weeks ago
- official implementation of ICLR'2025 paper: Rethinking Bradley-Terry Models in Preference-based Reward Modeling: Foundations, Theory, and…☆58Updated 2 months ago
- ☆24Updated last month
- This is the official implementation of the paper "S²R: Teaching LLMs to Self-verify and Self-correct via Reinforcement Learning"☆65Updated last month
- This repo is reproduction resources for linear alignment paper, still working☆17Updated last year
- A curated list of awesome LLM Inference-Time Self-Improvement (ITSI, pronounced "itsy") papers from our recent survey: A Survey on Large …☆78Updated 5 months ago
- Code for "CREAM: Consistency Regularized Self-Rewarding Language Models", ICLR 2025.☆22Updated 3 months ago
- Repo of "Large Language Model-based Human-Agent Collaboration for Complex Task Solving(EMNLP2024 Findings)"☆32Updated 8 months ago
- A Survey of Personalization: From RAG to Agent☆43Updated last month
- This is a unified platform for implementing and evaluating test-time reasoning mechanisms in Large Language Models (LLMs).☆18Updated 4 months ago
- Reference implementation for Token-level Direct Preference Optimization(TDPO)☆140Updated 3 months ago
- This my attempt to create Self-Correcting-LLM based on the paper Training Language Models to Self-Correct via Reinforcement Learning by g…☆35Updated 2 months ago
- This is the code of MMOA-RAG.☆53Updated 3 weeks ago
- [ICML 2025] Flow of Reasoning: Training LLMs for Divergent Reasoning with Minimal Examples☆89Updated last week
- Data and code for the Corr2Cause paper (ICLR 2024)☆105Updated last year
- Watch Every Step! LLM Agent Learning via Iterative Step-level Process Refinement (EMNLP 2024 Main Conference)☆57Updated 7 months ago
- Search, Verify and Feedback: Towards Next Generation Post-training Paradigm of Foundation Models via Verifier Engineering☆59Updated 6 months ago
- ☆42Updated 7 months ago
- [ICLR 2025] Official code of "Towards Robust Alignment of Language Models: Distributionally Robustifying Direct Preference Optimization"☆14Updated last year
- MARFT stands for Multi-Agent Reinforcement Fine-Tuning. This repository implements an LLM-based multi-agent reinforcement fine-tuning fra…☆35Updated 2 weeks ago
- Offical code of the paper Large Language Models Are Implicitly Topic Models: Explaining and Finding Good Demonstrations for In-Context Le…☆74Updated last year
- This is the official GitHub repository for our survey paper "Beyond Single-Turn: A Survey on Multi-Turn Interactions with Large Language …☆55Updated 3 weeks ago
- ☆34Updated 7 months ago
- ☆131Updated 3 weeks ago
- Accepted LLM Papers in NeurIPS 2024☆37Updated 7 months ago
- A Sober Look at Language Model Reasoning☆63Updated last week