WooooDyy / Self-Polish
Codes for the EMNLP 2023 Findings paper "Self-Polish: Enhance Reasoning in Large Language Models via Problem Refining" by Zhiheng Xi, Senjie Jin, Yuhao Zhou, Rui Zheng, Songyang Gao, Tao Gui, Qi Zhang and Xuanjing Huang.
☆30Updated last year
Alternatives and similar repositories for Self-Polish
Users that are interested in Self-Polish are comparing it to the libraries listed below
Sorting:
- Code for ICLR 2024 paper "CRAFT: Customizing LLMs by Creating and Retrieving from Specialized Toolsets"☆56Updated 11 months ago
- [COLING 2025] ToolEyes: Fine-Grained Evaluation for Tool Learning Capabilities of Large Language Models in Real-world Scenarios☆66Updated this week
- ☆47Updated 4 months ago
- ☆38Updated 4 months ago
- LongHeads: Multi-Head Attention is Secretly a Long Context Processor☆29Updated last year
- Watch Every Step! LLM Agent Learning via Iterative Step-level Process Refinement (EMNLP 2024 Main Conference)☆57Updated 6 months ago
- [ACL2024] Planning, Creation, Usage: Benchmarking LLMs for Comprehensive Tool Utilization in Real-World Complex Scenarios☆56Updated last year
- [NAACL 2024] Making Language Models Better Tool Learners with Execution Feedback☆41Updated last year
- Source code of "Reasons to Reject? Aligning Language Models with Judgments"☆58Updated last year
- Official github repo for AutoDetect, an automated weakness detection framework for LLMs.☆42Updated 10 months ago
- Trial and Error: Exploration-Based Trajectory Optimization of LLM Agents (ACL 2024 Main Conference)☆139Updated 6 months ago
- [COLM'24] Corex: Pushing the Boundaries of Complex Reasoning through Multi-Model Collaboration☆28Updated 6 months ago
- [ACL'24] Code and data of paper "When is Tree Search Useful for LLM Planning? It Depends on the Discriminator"☆54Updated last year
- A dataset of LLM-generated chain-of-thought steps annotated with mistake location.☆81Updated 9 months ago
- [ICML 2025] Teaching Language Models to Critique via Reinforcement Learning☆95Updated last week
- ☆102Updated 5 months ago
- Official implementation of the paper "From Complex to Simple: Enhancing Multi-Constraint Complex Instruction Following Ability of Large L…☆48Updated 10 months ago
- The official repository of "ChatCoT: Tool-Augmented Chain-of-Thought Reasoning on Chat-based Large Language Models"☆42Updated last year
- Scalable Meta-Evaluation of LLMs as Evaluators☆42Updated last year
- [ICLR 2024] MetaTool Benchmark for Large Language Models: Deciding Whether to Use Tools and Which to Use☆86Updated last year
- Self-Knowledge Guided Retrieval Augmentation for Large Language Models (EMNLP Findings 2023)☆26Updated last year
- [ACL 2024] AutoAct: Automatic Agent Learning from Scratch for QA via Self-Planning☆223Updated 4 months ago
- The official Github repository for paper "R^2AG: Incorporating Retrieval Information into Retrieval Augmented Generation" (EMNLP 2024 Fin…☆33Updated 5 months ago
- ☆65Updated 2 months ago
- ☆99Updated last week
- official implementation of paper "Process Reward Model with Q-value Rankings"☆57Updated 3 months ago
- ☆55Updated 7 months ago
- [NAACL 2024 Outstanding Paper] Source code for the NAACL 2024 paper entitled "R-Tuning: Instructing Large Language Models to Say 'I Don't…☆111Updated 10 months ago
- This the implementation of LeCo☆31Updated 3 months ago
- [ICLR 2025] InstructRAG: Instructing Retrieval-Augmented Generation via Self-Synthesized Rationales☆93Updated 3 months ago