amazon-science / RefCheckerLinks
RefChecker provides automatic checking pipeline and benchmark dataset for detecting fine-grained hallucinations generated by Large Language Models.
☆392Updated 4 months ago
Alternatives and similar repositories for RefChecker
Users that are interested in RefChecker are comparing it to the libraries listed below
Sorting:
- SelfCheckGPT: Zero-Resource Black-Box Hallucination Detection for Generative Large Language Models☆564Updated last year
- Github repository for "RAGTruth: A Hallucination Corpus for Developing Trustworthy Retrieval-Augmented Language Models"☆197Updated 9 months ago
- Code for paper "G-Eval: NLG Evaluation using GPT-4 with Better Human Alignment"☆380Updated last year
- Repository for "MultiHop-RAG: A Dataset for Evaluating Retrieval-Augmented Generation Across Documents" (COLM 2024)☆365Updated 5 months ago
- [EMNLP 2023] Enabling Large Language Models to Generate Text with Citations. Paper: https://arxiv.org/abs/2305.14627☆497Updated 11 months ago
- Comprehensive benchmark for RAG☆215Updated 3 months ago
- RankLLM is a Python toolkit for reproducible information retrieval research using rerankers, with a focus on listwise reranking.☆534Updated last week
- Forward-Looking Active REtrieval-augmented generation (FLARE)☆651Updated last year
- Automated Evaluation of RAG Systems☆656Updated 5 months ago
- ToolQA, a new dataset to evaluate the capabilities of LLMs in answering challenging questions with external tools. It offers two levels …☆277Updated 2 years ago
- Data and code for FreshLLMs (https://arxiv.org/abs/2310.03214)☆372Updated last week
- Generative Representational Instruction Tuning☆672Updated 2 months ago
- This is the repository of HaluEval, a large-scale hallucination evaluation benchmark for Large Language Models.☆510Updated last year
- Is ChatGPT Good at Search? LLMs as Re-Ranking Agent [EMNLP 2023 Outstanding Paper Award]☆636Updated last year
- Code repo for the ICML 2024 paper "Automated Evaluation of Retrieval-Augmented Language Models with Task-Specific Exam Generation"☆81Updated last year
- Dense X Retrieval: What Retrieval Granularity Should We Use?☆161Updated last year
- The official repository for the paper: Evaluation of Retrieval-Augmented Generation: A Survey.☆176Updated 4 months ago
- Benchmark baseline for retrieval qa applications☆116Updated last year
- Corrective Retrieval Augmented Generation☆409Updated 11 months ago
- Source code for the paper "Active Prompting with Chain-of-Thought for Large Language Models"☆245Updated last year
- Code and data for "Lost in the Middle: How Language Models Use Long Contexts"☆359Updated last year
- Train and Infer Powerful Sentence Embeddings with AnglE | 🔥 SOTA on STS and MTEB Leaderboard☆554Updated 6 months ago
- This is the repository for our paper "INTERS: Unlocking the Power of Large Language Models in Search with Instruction Tuning"☆204Updated 9 months ago
- List of papers on hallucination detection in LLMs.☆960Updated 3 months ago
- Do-Not-Answer: A Dataset for Evaluating Safeguards in LLMs☆285Updated last year
- [NAACL'24] Dataset, code and models for "TableLlama: Towards Open Large Generalist Models for Tables".☆131Updated last year
- Awesome-LLM-Prompt-Optimization: a curated list of advanced prompt optimization and tuning methods in Large Language Models☆368Updated last year
- [Preprint] Learning to Filter Context for Retrieval-Augmented Generaton☆194Updated last year
- [EMNLP 2024: Demo Oral] RAGLAB: A Modular and Research-Oriented Unified Framework for Retrieval-Augmented Generation☆306Updated 11 months ago
- MiniCheck: Efficient Fact-Checking of LLMs on Grounding Documents [EMNLP 2024]☆183Updated 3 weeks ago