microsoft / HaDes
Token-level Reference-free Hallucination Detection
☆93Updated last year
Related projects ⓘ
Alternatives and complementary repositories for HaDes
- Github repository for "FELM: Benchmarking Factuality Evaluation of Large Language Models" (NeurIPS 2023)☆54Updated 10 months ago
- Detect hallucinated tokens for conditional sequence generation.☆63Updated 2 years ago
- ☆44Updated last year
- ☆35Updated last year
- Code, datasets, models for the paper "Automatic Evaluation of Attribution by Large Language Models"☆53Updated last year
- First explanation metric (diagnostic report) for text generation evaluation☆61Updated 4 months ago
- Code and data for paper "Context-faithful Prompting for Large Language Models".☆39Updated last year
- ☆80Updated 2 years ago
- The LM Contamination Index is a manually created database of contamination evidences for LMs.☆76Updated 7 months ago
- ☆80Updated last year
- Codebase, data and models for the SummaC paper in TACL☆85Updated 11 months ago
- Code and data for the FACTOR paper☆39Updated last year
- ☆83Updated last year
- ☆68Updated 10 months ago
- ☆48Updated last year
- Code and Data for "Evaluating Correctness and Faithfulness of Instruction-Following Models for Question Answering"☆78Updated 3 months ago
- [ICML 2023] Code for our paper “Compositional Exemplars for In-context Learning”.☆92Updated last year
- ☆167Updated last year
- ☆33Updated 3 years ago
- This code accompanies the paper DisentQA: Disentangling Parametric and Contextual Knowledge with Counterfactual Question Answering.☆18Updated last year
- ☆39Updated 7 months ago
- [ICLR'24 Spotlight] "Adaptive Chameleon or Stubborn Sloth: Revealing the Behavior of Large Language Models in Knowledge Conflicts"☆61Updated 7 months ago
- Code for the arXiv paper: "LLMs as Factual Reasoners: Insights from Existing Benchmarks and Beyond"☆59Updated 7 months ago
- This repository contains the dataset and code for "WiCE: Real-World Entailment for Claims in Wikipedia" in EMNLP 2023.☆40Updated 11 months ago
- Technical Report: Is ChatGPT a Good NLG Evaluator? A Preliminary Study☆42Updated last year
- Repository for MuSiQue: Multi-hop Questions via Single-hop Question Composition, TACL 2022☆97Updated 5 months ago
- An open-source library for contamination detection in NLP datasets and Large Language Models (LLMs).☆43Updated 3 months ago
- ☆42Updated 10 months ago
- ☆44Updated 2 months ago
- BRIGHT: A Realistic and Challenging Benchmark for Reasoning-Intensive Retrieval☆57Updated last month