matthewrenze / self-reflectionLinks
Self-Reflection in LLM Agents: Effects on Problem-Solving Performance
☆93Updated last year
Alternatives and similar repositories for self-reflection
Users that are interested in self-reflection are comparing it to the libraries listed below
Sorting:
- ☆104Updated last year
- [ACL 2024] AutoAct: Automatic Agent Learning from Scratch for QA via Self-Planning☆233Updated last year
- This is the code repo for our paper "Enhancing Knowledge Integration and Utilization of Large Language Models via Constructivist Cognitio…☆110Updated 3 months ago
- augmented LLM with self reflection☆136Updated 2 years ago
- ☆242Updated last year
- [ACL 2024] LLM2LLM: Boosting LLMs with Novel Iterative Data Enhancement☆193Updated last year
- [ACL 2025] Agentic Reward Modeling: Integrating Human Preferences with Verifiable Correctness Signals for Reliable Reward Systems☆124Updated 7 months ago
- Code repo for "Agent Instructs Large Language Models to be General Zero-Shot Reasoners"☆120Updated 3 months ago
- ☆236Updated 2 months ago
- [ICLR 2024] MetaTool Benchmark for Large Language Models: Deciding Whether to Use Tools and Which to Use☆107Updated last year
- [NeurIPS 2024] Spider2-V: How Far Are Multimodal Agents From Automating Data Science and Engineering Workflows?☆136Updated last year
- Official implementation of paper "On the Diagram of Thought" (https://arxiv.org/abs/2409.10038)☆193Updated last week
- The source code and dataset mentioned in the paper Seal-Tools: Self-Instruct Tool Learning Dataset for Agent Tuning and Detailed Benchmar…☆53Updated last year
- ☆123Updated last year
- ☆186Updated last year
- ToolBench, an evaluation suite for LLM tool manipulation capabilities.☆172Updated last year
- [ICLR 2025] InstructRAG: Instructing Retrieval-Augmented Generation via Self-Synthesized Rationales☆135Updated 11 months ago
- Automatic prompt optimization framework for multi-step agent tasks.☆36Updated last year
- Reformatted Alignment☆111Updated last year
- ☆168Updated 3 months ago
- Data and Code for EMNLP 2025 Findings Paper "MCTS-RAG: Enhancing Retrieval-Augmented Generation with Monte Carlo Tree Search"☆86Updated 3 months ago
- Meta-CoT: Generalizable Chain-of-Thought Prompting in Mixed-task Scenarios with Large Language Models☆101Updated 2 years ago
- Repository for “PlanRAG: A Plan-then-Retrieval Augmented Generation for Generative Large Language Models as Decision Makers”, NAACL24☆151Updated last year
- Scalable Meta-Evaluation of LLMs as Evaluators☆43Updated last year
- Official Implementation of "Multi-Head RAG: Solving Multi-Aspect Problems with LLMs"☆237Updated 4 months ago
- [COLING 2025] ToolEyes: Fine-Grained Evaluation for Tool Learning Capabilities of Large Language Models in Real-world Scenarios☆73Updated 8 months ago
- [ICLR 2025] Benchmarking Agentic Workflow Generation☆142Updated 11 months ago
- [NeurIPS 2023] This is the code for the paper `Large Language Model as Attributed Training Data Generator: A Tale of Diversity and Bias`.☆156Updated 2 years ago
- Official repository for paper "ReasonIR Training Retrievers for Reasoning Tasks".☆217Updated 7 months ago
- [EMNLP 2024] OneGen: Efficient One-Pass Unified Generation and Retrieval for LLMs.☆147Updated last year