yuxiaw / Factcheck-GPT
Fact-Checking the Output of Generative Large Language Models in both Annotation and Evaluation.
☆89Updated last year
Alternatives and similar repositories for Factcheck-GPT:
Users that are interested in Factcheck-GPT are comparing it to the libraries listed below
- [Data + code] ExpertQA : Expert-Curated Questions and Attributed Answers☆126Updated last year
- [IJCAI 2024] FactCHD: Benchmarking Fact-Conflicting Hallucination Detection☆86Updated 10 months ago
- ☆68Updated last year
- Code for Search-in-the-Chain: Towards Accurate, Credible and Traceable Large Language Models for Knowledge-intensive Tasks☆55Updated 11 months ago
- BRIGHT: A Realistic and Challenging Benchmark for Reasoning-Intensive Retrieval☆91Updated last month
- ☆73Updated last year
- Code for the arXiv paper: "LLMs as Factual Reasoners: Insights from Existing Benchmarks and Beyond"☆59Updated 2 months ago
- Github repository for "FELM: Benchmarking Factuality Evaluation of Large Language Models" (NeurIPS 2023)☆58Updated last year
- Companion code for FanOutQA: Multi-Hop, Multi-Document Question Answering for Large Language Models (ACL 2024)☆51Updated 3 weeks ago
- Code, datasets, models for the paper "Automatic Evaluation of Attribution by Large Language Models"☆56Updated last year
- ☆174Updated 2 years ago
- Code and Data for "Evaluating Correctness and Faithfulness of Instruction-Following Models for Question Answering"☆83Updated 7 months ago
- Implementation of the paper: "Answering Questions by Meta-Reasoning over Multiple Chains of Thought"☆94Updated last year
- This repository contains the dataset and code for "WiCE: Real-World Entailment for Claims in Wikipedia" in EMNLP 2023.☆41Updated last year
- Retrieval-Enhanced Context-Aware Prefix Encoder for Personalized Dialogue Response Generation☆17Updated last year
- [ICLR'24 Spotlight] "Adaptive Chameleon or Stubborn Sloth: Revealing the Behavior of Large Language Models in Knowledge Conflicts"☆67Updated 11 months ago
- ☆43Updated 9 months ago
- The data and the PyTorch implementation for the models and experiments in the paper "Exploiting Asymmetry for Synthetic Training Data Gen…☆60Updated last year
- ACL2023 - AlignScore, a metric for factual consistency evaluation.☆124Updated last year
- Repository for MuSiQue: Multi-hop Questions via Single-hop Question Composition, TACL 2022☆121Updated 9 months ago
- ☆17Updated last year
- RARR: Researching and Revising What Language Models Say, Using Language Models☆46Updated last year
- Code of ICLR paper: https://openreview.net/forum?id=-cqvvvb-NkI☆94Updated 2 years ago
- Official codebase for permutation self-consistency.☆18Updated last year
- A Human-LLM Collaborative Dataset for Generative Information-seeking with Attribution☆30Updated last year
- Easy-to-use MIRAGE code for faithful answer attribution in RAG applications. Paper: https://aclanthology.org/2024.emnlp-main.347/☆21Updated 2 weeks ago
- [ICML 2023] Code for our paper “Compositional Exemplars for In-context Learning”.☆98Updated 2 years ago
- Code and model release for the paper "Task-aware Retrieval with Instructions" by Asai et al.☆162Updated last year
- FollowIR: Evaluating and Teaching Information Retrieval Models to Follow Instructions☆42Updated 8 months ago
- Prompting Large Language Models to Generate Dense and Sparse Representations for Zero-Shot Document Retrieval☆43Updated 5 months ago