nlpyang / geval
Code for paper "G-Eval: NLG Evaluation using GPT-4 with Better Human Alignment"
☆312Updated last year
Alternatives and similar repositories for geval:
Users that are interested in geval are comparing it to the libraries listed below
- Source Code of Paper "GPTScore: Evaluate as You Desire"☆242Updated 2 years ago
- SelfCheckGPT: Zero-Resource Black-Box Hallucination Detection for Generative Large Language Models☆501Updated 9 months ago
- Github repository for "RAGTruth: A Hallucination Corpus for Developing Trustworthy Retrieval-Augmented Language Models"☆161Updated 3 months ago
- This is the repository of HaluEval, a large-scale hallucination evaluation benchmark for Large Language Models.☆451Updated last year
- [EMNLP 2023] Enabling Large Language Models to Generate Text with Citations. Paper: https://arxiv.org/abs/2305.14627☆478Updated 5 months ago
- [ICLR 2024 & NeurIPS 2023 WS] An Evaluator LM that is open-source, offers reproducible evaluation, and inexpensive to use. Specifically d…☆298Updated last year
- A package to evaluate factuality of long-form generation. Original implementation of our EMNLP 2023 paper "FActScore: Fine-grained Atomic…☆331Updated 10 months ago
- ☆277Updated last year
- Code and data for "Lost in the Middle: How Language Models Use Long Contexts"☆334Updated last year
- Evaluate your LLM's response with Prometheus and GPT4 💯☆885Updated last week
- Repository for Interleaving Retrieval with Chain-of-Thought Reasoning for Knowledge-Intensive Multi-Step Questions, ACL23☆195Updated 9 months ago
- Official repository for ORPO☆445Updated 9 months ago
- ☆174Updated 2 years ago
- [ICLR 2024 Spotlight] FLASK: Fine-grained Language Model Evaluation based on Alignment Skill Sets☆214Updated last year
- ACL2023 - AlignScore, a metric for factual consistency evaluation.☆124Updated last year
- [EMNLP 2023] The CoT Collection: Improving Zero-shot and Few-shot Learning of Language Models via Chain-of-Thought Fine-Tuning☆236Updated last year
- [NeurIPS 2023] Codebase for the paper: "Guiding Large Language Models with Directional Stimulus Prompting"☆106Updated last year
- Automated Evaluation of RAG Systems☆563Updated 4 months ago
- Code and model release for the paper "Task-aware Retrieval with Instructions" by Asai et al.☆162Updated last year
- Forward-Looking Active REtrieval-augmented generation (FLARE)☆618Updated last year
- Dense X Retrieval: What Retrieval Granularity Should We Use?☆152Updated last year
- Repository for EMNLP 2022 Paper: Towards a Unified Multi-Dimensional Evaluator for Text Generation☆198Updated last year
- Official implementation for the paper "DoLa: Decoding by Contrasting Layers Improves Factuality in Large Language Models"☆475Updated 2 months ago
- ☆87Updated last week
- Do-Not-Answer: A Dataset for Evaluating Safeguards in LLMs☆230Updated 9 months ago
- ToolQA, a new dataset to evaluate the capabilities of LLMs in answering challenging questions with external tools. It offers two levels …☆254Updated last year
- ☆502Updated 4 months ago
- Comprehensive benchmark for RAG☆147Updated 4 months ago
- List of papers on hallucination detection in LLMs.☆807Updated 2 weeks ago
- Generative Judge for Evaluating Alignment☆230Updated last year