luban-agi / Awesome-LLM-reasoningLinks
A curated paper list on LLM reasoning.
☆89Updated last year
Alternatives and similar repositories for Awesome-LLM-reasoning
Users that are interested in Awesome-LLM-reasoning are comparing it to the libraries listed below
Sorting:
- augmented LLM with self reflection☆133Updated last year
- Code for the paper <SelfCheck: Using LLMs to Zero-Shot Check Their Own Step-by-Step Reasoning>☆49Updated 2 years ago
- ☆239Updated last year
- EMNLP'23 survey: a curation of awesome papers and resources on refreshing large language models (LLMs) without expensive retraining.☆136Updated last year
- [ACL 2024] AutoAct: Automatic Agent Learning from Scratch for QA via Self-Planning☆229Updated 9 months ago
- This is the code repo for our paper "Enhancing Knowledge Integration and Utilization of Large Language Models via Constructivist Cognitio…☆108Updated 3 weeks ago
- Implementation of "RAT: Retrieval Augmented Thoughts Elicit Context-Aware Reasoning in Long-Horizon Generation".☆247Updated last year
- [ICLR 2025] InstructRAG: Instructing Retrieval-Augmented Generation via Self-Synthesized Rationales☆127Updated 8 months ago
- Data and Code for Program of Thoughts [TMLR 2023]☆292Updated last year
- [ACL 2024] LLM2LLM: Boosting LLMs with Novel Iterative Data Enhancement☆190Updated last year
- A banchmark list for evaluation of large language models.☆145Updated last month
- [ICLR 2024] MetaTool Benchmark for Large Language Models: Deciding Whether to Use Tools and Which to Use☆99Updated last year
- ☆104Updated 10 months ago
- [ICML 2025] Flow of Reasoning: Training LLMs for Divergent Reasoning with Minimal Examples☆108Updated 3 months ago
- paper list on reasoning in NLP☆193Updated 6 months ago
- [NeurIPS 2023] Codebase for the paper: "Guiding Large Language Models with Directional Stimulus Prompting"☆112Updated 2 years ago
- [TMLR] Cumulative Reasoning With Large Language Models (https://arxiv.org/abs/2308.04371)☆302Updated 3 months ago
- This is the code of MMOA-RAG.☆80Updated 5 months ago
- ToolkenGPT: Augmenting Frozen Language Models with Massive Tools via Tool Embeddings - NeurIPS 2023 (oral)☆263Updated last year
- [Neurips2024] Source code for xRAG: Extreme Context Compression for Retrieval-augmented Generation with One Token☆157Updated last year
- "Improving Mathematical Reasoning with Process Supervision" by OPENAI☆111Updated last week
- Awesome LLM Self-Consistency: a curated list of Self-consistency in Large Language Models☆110Updated 3 months ago
- A Survey on Data Selection for Language Models☆250Updated 6 months ago
- [EMNLP 2024 (Oral)] Leave No Document Behind: Benchmarking Long-Context LLMs with Extended Multi-Doc QA☆138Updated 11 months ago
- [ACL2024] Planning, Creation, Usage: Benchmarking LLMs for Comprehensive Tool Utilization in Real-World Complex Scenarios☆65Updated 2 months ago
- [NeurIPS 2024] The official implementation of paper: Chain of Preference Optimization: Improving Chain-of-Thought Reasoning in LLMs.☆131Updated 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 …☆96Updated 10 months ago
- Code for paper Chain-of-Table: Evolving Tables in the Reasoning Chain for Table Understanding☆85Updated last year
- Official Implementation of Dynamic LLM-Agent Network: An LLM-agent Collaboration Framework with Agent Team Optimization☆175Updated last year
- [EMNLP 2024] The official GitHub repo for the survey paper "Knowledge Conflicts for LLMs: A Survey"☆141Updated last year