madaan / self-refine
LLMs can generate feedback on their work, use it to improve the output, and repeat this process iteratively.
☆682Updated 7 months ago
Alternatives and similar repositories for self-refine:
Users that are interested in self-refine are comparing it to the libraries listed below
- [ACL 2023] Reasoning with Language Model Prompting: A Survey☆952Updated 3 weeks ago
- Challenging BIG-Bench Tasks and Whether Chain-of-Thought Can Solve Them☆487Updated 10 months ago
- ToolQA, a new dataset to evaluate the capabilities of LLMs in answering challenging questions with external tools. It offers two levels …☆260Updated last year
- ICML 2024: Improving Factuality and Reasoning in Language Models through Multiagent Debate☆429Updated last week
- [NeurIPS 2022] 🛒WebShop: Towards Scalable Real-World Web Interaction with Grounded Language Agents☆336Updated 8 months ago
- Official implementation for the paper "DoLa: Decoding by Contrasting Layers Improves Factuality in Large Language Models"☆482Updated 3 months ago
- PaL: Program-Aided Language Models (ICML 2023)☆489Updated last year
- FireAct: Toward Language Agent Fine-tuning☆275Updated last year
- [EMNLP 2023] Enabling Large Language Models to Generate Text with Citations. Paper: https://arxiv.org/abs/2305.14627☆481Updated 6 months ago
- This is a collection of research papers for Self-Correcting Large Language Models with Automated Feedback.☆519Updated 6 months ago
- RewardBench: the first evaluation tool for reward models.☆562Updated 2 months ago
- This is the repository of HaluEval, a large-scale hallucination evaluation benchmark for Large Language Models.☆466Updated last year
- This repository contains a collection of papers and resources on Reasoning in Large Language Models.☆563Updated last year
- Source code for the paper "Active Prompting with Chain-of-Thought for Large Language Models"☆237Updated last year
- Repo for paper "Unleashing Cognitive Synergy in Large Language Models: A Task-Solving Agent through Multi-Persona Self-Collaboration"☆332Updated 11 months ago
- An Analytical Evaluation Board of Multi-turn LLM Agents [NeurIPS 2024 Oral]☆311Updated 11 months ago
- [ICLR 2024] Lemur: Open Foundation Models for Language Agents☆547Updated last year
- Generative Judge for Evaluating Alignment☆236Updated last year
- ToolkenGPT: Augmenting Frozen Language Models with Massive Tools via Tool Embeddings - NeurIPS 2023 (oral)☆262Updated last year
- Data and code for FreshLLMs (https://arxiv.org/abs/2310.03214)☆358Updated last week
- Forward-Looking Active REtrieval-augmented generation (FLARE)☆626Updated last year
- Data and Code for Program of Thoughts (TMLR 2023)☆270Updated 11 months ago
- Deita: Data-Efficient Instruction Tuning for Alignment [ICLR2024]☆553Updated 4 months ago
- Official implementation of paper "Cumulative Reasoning With Large Language Models" (https://arxiv.org/abs/2308.04371)☆293Updated 7 months ago
- This is the official repo for "PromptAgent: Strategic Planning with Language Models Enables Expert-level Prompt Optimization". PromptAgen…☆275Updated 9 months ago
- Codes for our paper "ChatEval: Towards Better LLM-based Evaluators through Multi-Agent Debate"☆280Updated 6 months ago
- papers related to LLM-agent that published on top conferences☆315Updated 3 weeks ago
- List of language agents based on paper "Cognitive Architectures for Language Agents"☆938Updated 3 months ago
- DialogStudio: Towards Richest and Most Diverse Unified Dataset Collection and Instruction-Aware Models for Conversational AI☆498Updated 3 months ago
- Aligning Large Language Models with Human: A Survey☆728Updated last year