amazon-science / RefChecker
RefChecker provides automatic checking pipeline and benchmark dataset for detecting fine-grained hallucinations generated by Large Language Models.
☆303Updated 2 weeks ago
Related projects ⓘ
Alternatives and complementary repositories for RefChecker
- RankLLM is a Python toolkit for reproducible information retrieval research using rerankers, with a focus on listwise reranking.☆349Updated last week
- Github repository for "RAGTruth: A Hallucination Corpus for Developing Trustworthy Retrieval-Augmented Language Models"☆115Updated last month
- [EMNLP 2023] Enabling Large Language Models to Generate Text with Citations. Paper: https://arxiv.org/abs/2305.14627☆461Updated last month
- Forward-Looking Active REtrieval-augmented generation (FLARE)☆588Updated last year
- ToolQA, a new dataset to evaluate the capabilities of LLMs in answering challenging questions with external tools. It offers two levels …☆240Updated last year
- SelfCheckGPT: Zero-Resource Black-Box Hallucination Detection for Generative Large Language Models☆471Updated 4 months ago
- Automated Evaluation of RAG Systems☆484Updated 2 weeks ago
- RAGChecker: A Fine-grained Framework For Diagnosing RAG☆542Updated last month
- This is the repository for our paper "INTERS: Unlocking the Power of Large Language Models in Search with Instruction Tuning"☆197Updated 6 months ago
- Corrective Retrieval Augmented Generation☆298Updated last month
- This is the repository of HaluEval, a large-scale hallucination evaluation benchmark for Large Language Models.☆410Updated 9 months ago
- Repository for "MultiHop-RAG: A Dataset for Evaluating Retrieval-Augmented Generation Across Documents" (COLM 2024)☆206Updated this week
- ☆265Updated 11 months ago
- Is ChatGPT Good at Search? LLMs as Re-Ranking Agent [EMNLP 2023 Outstanding Paper Award]☆526Updated 8 months ago
- Code and data for "Lost in the Middle: How Language Models Use Long Contexts"☆318Updated 10 months ago
- Generative Representational Instruction Tuning☆567Updated this week
- List of papers on hallucination detection in LLMs.☆678Updated 2 weeks ago
- A package to evaluate factuality of long-form generation. Original implementation of our EMNLP 2023 paper "FActScore: Fine-grained Atomic…☆292Updated 6 months ago
- ☆451Updated 3 weeks ago
- Repository for Interleaving Retrieval with Chain-of-Thought Reasoning for Knowledge-Intensive Multi-Step Questions, ACL23☆173Updated 5 months ago
- [Preprint] Learning to Filter Context for Retrieval-Augmented Generaton☆183Updated 7 months ago
- Data and code for FreshLLMs (https://arxiv.org/abs/2310.03214)☆328Updated this week
- ☆279Updated 6 months ago
- Code for paper "G-Eval: NLG Evaluation using GPT-4 with Better Human Alignment"☆262Updated 9 months ago
- ToolBench, an evaluation suite for LLM tool manipulation capabilities.☆144Updated 8 months ago
- Deita: Data-Efficient Instruction Tuning for Alignment [ICLR2024]☆498Updated 6 months ago
- HyDE: Precise Zero-Shot Dense Retrieval without Relevance Labels☆450Updated last year
- Code and model release for the paper "Task-aware Retrieval with Instructions" by Asai et al.☆160Updated last year
- DialogStudio: Towards Richest and Most Diverse Unified Dataset Collection and Instruction-Aware Models for Conversational AI☆478Updated 6 months ago
- Data and Code for Program of Thoughts (TMLR 2023)☆243Updated 6 months ago