microsoft / HaDes
Token-level Reference-free Hallucination Detection
☆93Updated last year
Alternatives and similar repositories for HaDes:
Users that are interested in HaDes are comparing it to the libraries listed below
- Detect hallucinated tokens for conditional sequence generation.☆64Updated 2 years ago
- Github repository for "FELM: Benchmarking Factuality Evaluation of Large Language Models" (NeurIPS 2023)☆57Updated last year
- ☆36Updated last year
- Code and data for the FACTOR paper☆44Updated last year
- First explanation metric (diagnostic report) for text generation evaluation☆62Updated 6 months ago
- Code, datasets, models for the paper "Automatic Evaluation of Attribution by Large Language Models"☆53Updated last year
- Code and data for paper "Context-faithful Prompting for Large Language Models".☆39Updated last year
- This repository contains the dataset and code for "WiCE: Real-World Entailment for Claims in Wikipedia" in EMNLP 2023.☆40Updated last year
- ☆84Updated 2 years ago
- Code for the arXiv paper: "LLMs as Factual Reasoners: Insights from Existing Benchmarks and Beyond"☆59Updated 9 months ago
- The official code of TACL 2021, "Did Aristotle Use a Laptop? A Question Answering Benchmark with Implicit Reasoning Strategies".☆65Updated 2 years ago
- Code and Data for "Evaluating Correctness and Faithfulness of Instruction-Following Models for Question Answering"☆82Updated 5 months ago
- ☆70Updated 11 months ago
- Code, datasets, and checkpoints for the paper "Improving Passage Retrieval with Zero-Shot Question Generation (EMNLP 2022)"☆99Updated 2 years ago
- ☆44Updated last year
- ☆48Updated last year
- The data and the PyTorch implementation for the models and experiments in the paper "Exploiting Asymmetry for Synthetic Training Data Gen…☆60Updated last year
- ☆44Updated 4 months ago
- ☆55Updated 2 years ago
- ☆81Updated last year
- Code and data accompanying the paper "TRUE: Re-evaluating Factual Consistency Evaluation".☆73Updated last month
- Technical Report: Is ChatGPT a Good NLG Evaluator? A Preliminary Study☆43Updated last year
- ☆85Updated last year
- This project maintains a reading list for general text generation tasks☆65Updated 3 years ago
- The LM Contamination Index is a manually created database of contamination evidences for LMs.☆75Updated 9 months ago
- This repository accompanies our paper “Do Prompt-Based Models Really Understand the Meaning of Their Prompts?”☆85Updated 2 years ago
- ☆42Updated 11 months ago
- Easy-to-use MIRAGE code for faithful answer attribution in RAG applications. Paper: https://aclanthology.org/2024.emnlp-main.347/☆21Updated 3 weeks ago
- Code for Editing Factual Knowledge in Language Models☆136Updated 2 years ago
- Repository for MuSiQue: Multi-hop Questions via Single-hop Question Composition, TACL 2022☆102Updated 7 months ago