RUCAIBox / HaluEval
This is the repository of HaluEval, a large-scale hallucination evaluation benchmark for Large Language Models.
☆466Updated last year
Alternatives and similar repositories for HaluEval:
Users that are interested in HaluEval are comparing it to the libraries listed below
- Official implementation for the paper "DoLa: Decoding by Contrasting Layers Improves Factuality in Large Language Models"☆482Updated 3 months ago
- A package to evaluate factuality of long-form generation. Original implementation of our EMNLP 2023 paper "FActScore: Fine-grained Atomic…☆345Updated 3 weeks ago
- Code and data for "Lost in the Middle: How Language Models Use Long Contexts"☆342Updated last year
- [EMNLP 2023] Enabling Large Language Models to Generate Text with Citations. Paper: https://arxiv.org/abs/2305.14627☆481Updated 6 months ago
- The repository for the survey paper <<Survey on Large Language Models Factuality: Knowledge, Retrieval and Domain-Specificity>>☆339Updated last year
- A Survey of Attributions for Large Language Models☆201Updated 8 months ago
- ☆279Updated last year
- Inference-Time Intervention: Eliciting Truthful Answers from a Language Model☆521Updated 3 months ago
- Source Code of Paper "GPTScore: Evaluate as You Desire"☆246Updated 2 years ago
- SelfCheckGPT: Zero-Resource Black-Box Hallucination Detection for Generative Large Language Models☆515Updated 10 months ago
- RewardBench: the first evaluation tool for reward models.☆562Updated 2 months ago
- [ICML 2024] LESS: Selecting Influential Data for Targeted Instruction Tuning☆441Updated 6 months ago
- Github repository for "RAGTruth: A Hallucination Corpus for Developing Trustworthy Retrieval-Augmented Language Models"☆171Updated 5 months ago
- Generative Judge for Evaluating Alignment☆236Updated last year
- ToolQA, a new dataset to evaluate the capabilities of LLMs in answering challenging questions with external tools. It offers two levels …☆260Updated last year
- Accompanying repo for the RLPrompt paper☆326Updated 10 months ago
- TruthfulQA: Measuring How Models Imitate Human Falsehoods☆726Updated 3 months ago
- LLM hallucination paper list☆315Updated last year
- Source code for the paper "Active Prompting with Chain-of-Thought for Large Language Models"☆237Updated 11 months ago
- List of papers on hallucination detection in LLMs.☆855Updated 3 weeks ago
- A curated list of Human Preference Datasets for LLM fine-tuning, RLHF, and eval.☆356Updated last year
- [EMNLP 2023] Adapting Language Models to Compress Long Contexts☆303Updated 7 months ago
- Deita: Data-Efficient Instruction Tuning for Alignment [ICLR2024]☆553Updated 4 months ago
- This is a collection of research papers for Self-Correcting Large Language Models with Automated Feedback.☆519Updated 6 months ago
- Data and Code for Program of Thoughts (TMLR 2023)☆270Updated 11 months ago
- ☆275Updated 3 months ago
- [ACL'24 Outstanding] Data and code for L-Eval, a comprehensive long context language models evaluation benchmark☆376Updated 9 months ago
- ☆174Updated 2 years ago
- This repository contains code to quantitatively evaluate instruction-tuned models such as Alpaca and Flan-T5 on held-out tasks.☆546Updated last year
- ACL2023 - AlignScore, a metric for factual consistency evaluation.☆127Updated last year