matthewrenze / self-reflectionLinks
Self-Reflection in LLM Agents: Effects on Problem-Solving Performance
☆81Updated 9 months ago
Alternatives and similar repositories for self-reflection
Users that are interested in self-reflection are comparing it to the libraries listed below
Sorting:
- ☆103Updated 8 months ago
- [ACL 2024] AutoAct: Automatic Agent Learning from Scratch for QA via Self-Planning☆230Updated 7 months ago
- This is the code repo for our paper "Autonomously Knowledge Assimilation and Accommodation through Retrieval-Augmented Agents".☆107Updated 10 months ago
- Repository for “PlanRAG: A Plan-then-Retrieval Augmented Generation for Generative Large Language Models as Decision Makers”, NAACL24☆143Updated last year
- [ACL 2024] LLM2LLM: Boosting LLMs with Novel Iterative Data Enhancement☆188Updated last year
- Data and Code for EMNLP 2025 Findings Paper "MCTS-RAG: Enhancing Retrieval-Augmented Generation with Monte Carlo Tree Search"☆63Updated last month
- Reformatted Alignment☆113Updated 11 months ago
- ☆95Updated 8 months ago
- Code repo for "Agent Instructs Large Language Models to be General Zero-Shot Reasoners"☆115Updated 11 months ago
- ☆132Updated 5 months ago
- ☆71Updated 5 months ago
- [NeurIPS 2024] Agent Planning with World Knowledge Model☆148Updated 8 months ago
- [ICLR 2024] MetaTool Benchmark for Large Language Models: Deciding Whether to Use Tools and Which to Use☆92Updated last year
- augmented LLM with self reflection☆129Updated last year
- [COLING 2025] ToolEyes: Fine-Grained Evaluation for Tool Learning Capabilities of Large Language Models in Real-world Scenarios☆69Updated 3 months ago
- Official implementation of paper "On the Diagram of Thought" (https://arxiv.org/abs/2409.10038)☆185Updated 4 months ago
- The source code and dataset mentioned in the paper Seal-Tools: Self-Instruct Tool Learning Dataset for Agent Tuning and Detailed Benchmar…☆53Updated 9 months ago
- DeepResearch Bench: A Comprehensive Benchmark for Deep Research Agents☆306Updated 3 weeks ago
- Implementation for OAgents: An Empirical Study of Building Effective Agents☆216Updated this week
- [NeurIPS 2024] Spider2-V: How Far Are Multimodal Agents From Automating Data Science and Engineering Workflows?☆129Updated 11 months ago
- Meta-CoT: Generalizable Chain-of-Thought Prompting in Mixed-task Scenarios with Large Language Models☆97Updated last year
- ☆123Updated last year
- Framework and toolkits for building and evaluating collaborative agents that can work together with humans.☆93Updated 4 months ago
- Implementation of "RAT: Retrieval Augmented Thoughts Elicit Context-Aware Reasoning in Long-Horizon Generation".☆244Updated last year
- [ACL 2025] Agentic Reward Modeling: Integrating Human Preferences with Verifiable Correctness Signals for Reliable Reward Systems☆101Updated 2 months ago
- Complex Function Calling Benchmark.☆124Updated 7 months ago
- [ICLR 2025] Benchmarking Agentic Workflow Generation☆119Updated 6 months ago
- Code implementation of synthetic continued pretraining☆123Updated 7 months ago
- [ICLR 2025] SuperCorrect: Advancing Small LLM Reasoning with Thought Template Distillation and Self-Correction☆77Updated 5 months ago
- Code for "Critique Fine-Tuning: Learning to Critique is More Effective than Learning to Imitate" [COLM 2025]☆170Updated last month