Self-Reflection in LLM Agents: Effects on Problem-Solving Performance
☆97Nov 25, 2024Updated last year
Alternatives and similar repositories for self-reflection
Users that are interested in self-reflection are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- The Benefits of a Concise Chain of Thought on Problem Solving in Large Language Models☆25Nov 25, 2024Updated last year
- ☆45Dec 14, 2024Updated last year
- ☆20Aug 19, 2025Updated 10 months ago
- ☆190Jun 2, 2026Updated last month
- Code for our paper "Learning to Generate Unit Tests for Automated Debugging"☆18Mar 7, 2025Updated last year
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- TopViewRS: Vision-Language Models as Top-View Spatial Reasoners (EMNLP 2024 Oral)☆15Jun 14, 2025Updated last year
- Code for the EACL 2024 paper: "Small Language Models Improve Giants by Rewriting Their Outputs"☆12Apr 20, 2024Updated 2 years ago
- A source-to-source compiler for optimizing CUDA dynamic parallelism by aggregating launches☆15Jun 21, 2019Updated 7 years ago
- [COLING 2025] ToolEyes: Fine-Grained Evaluation for Tool Learning Capabilities of Large Language Models in Real-world Scenarios☆74May 13, 2025Updated last year
- Source code for SIGIR 2022 paper.☆16Apr 25, 2022Updated 4 years ago
- ☆14Feb 26, 2024Updated 2 years ago
- ☆20Nov 7, 2024Updated last year
- LLMs can generate feedback on their work, use it to improve the output, and repeat this process iteratively.☆809Oct 4, 2024Updated last year
- ☆16Mar 13, 2025Updated last year
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ☆12Dec 4, 2024Updated last year
- Continual Memorization of Factoids in Large Language Models☆12Nov 20, 2024Updated last year
- ☆29Nov 23, 2022Updated 3 years ago
- [NeurIPS 2023] Reflexion: Language Agents with Verbal Reinforcement Learning☆3,194Jan 14, 2025Updated last year
- The code for "MoPE: Mixture of Prefix Experts for Zero-Shot Dialogue State Tracking"☆19Jan 25, 2025Updated last year
- docker:dind with NVIDIA GPU support via NVIDIA container toolkit☆14Jul 1, 2026Updated last week
- ☆55Jun 23, 2026Updated 2 weeks ago
- Evaluate gpt-4o on CLIcK (Korean NLP Dataset)☆20May 18, 2024Updated 2 years ago
- EMNLP 2024: Model Editing Harms General Abilities of Large Language Models: Regularization to the Rescue☆37May 26, 2025Updated last year
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- Detect hallucinated tokens for conditional sequence generation.☆64Apr 15, 2022Updated 4 years ago
- Code and data for "KoDialogBench: Evaluating Conversational Understanding of Language Models with Korean Dialogue Benchmark" (LREC-COLING…☆18Apr 15, 2025Updated last year
- Recursive Abstractive Processing for Tree-Organized Retrieval☆10May 30, 2024Updated 2 years ago
- A minimalist benchmarking tool designed to test the routine-generation capabilities of LLMs.☆27Nov 28, 2024Updated last year
- Set-Encoder: Permutation-Invariant Inter-Passage Attention for Listwise Passage Re-Ranking with Cross-Encoders☆19May 23, 2025Updated last year
- Official github repo for AutoDetect, an automated weakness detection framework for LLMs.☆46Jun 25, 2024Updated 2 years ago
- Learning to Skip the Middle Layers of Transformers☆17Aug 7, 2025Updated 11 months ago
- Semantic Parsing with text-to-text Transformers☆21Jan 19, 2021Updated 5 years ago
- AFlow & MathAI☆18Feb 24, 2025Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Official codebase for "Analyzing the Generalization and Reliability of Steering Vectors"☆22Dec 14, 2024Updated last year
- This is for EMNLP 2024 Paper: AppBench: Planning of Multiple APIs from Various APPs for Complex User Instruction☆16Nov 4, 2024Updated last year
- Official repository for RAGViz: Diagnose and Visualize Retrieval-Augmented Generation [EMNLP 2024]☆89Jan 18, 2025Updated last year
- This is the official repo for "PromptAgent: Strategic Planning with Language Models Enables Expert-level Prompt Optimization". PromptAgen…☆353Jul 17, 2025Updated 11 months ago
- This is a fork of SGLang for hip-attention integration. Please refer to hip-attention for detail.☆18Mar 31, 2026Updated 3 months ago
- [EMNLP 2024] SURf: Teaching Large Vision-Language Models to Selectively Utilize Retrieved Information☆11Oct 11, 2024Updated last year
- Automatic prompt optimization framework for multi-step agent tasks.☆37Nov 12, 2024Updated last year