potsawee / selfcheckgpt
SelfCheckGPT: Zero-Resource Black-Box Hallucination Detection for Generative Large Language Models
☆467Updated 4 months ago
Related projects ⓘ
Alternatives and complementary repositories for selfcheckgpt
- List of papers on hallucination detection in LLMs.☆669Updated last week
- This is the repository of HaluEval, a large-scale hallucination evaluation benchmark for Large Language Models.☆408Updated 8 months ago
- [EMNLP 2023] Enabling Large Language Models to Generate Text with Citations. Paper: https://arxiv.org/abs/2305.14627☆457Updated last month
- Forward-Looking Active REtrieval-augmented generation (FLARE)☆586Updated 11 months ago
- Code for paper "G-Eval: NLG Evaluation using GPT-4 with Better Human Alignment"☆258Updated 9 months ago
- Automated Evaluation of RAG Systems☆479Updated this week
- [ICLR 2024 & NeurIPS 2023 WS] An Evaluator LM that is open-source, offers reproducible evaluation, and inexpensive to use. Specifically d…☆286Updated 11 months ago
- A curated list of Human Preference Datasets for LLM fine-tuning, RLHF, and eval.☆314Updated last year
- Codebase for reproducing the experiments of the semantic uncertainty paper (short-phrase and sentence-length experiments).☆233Updated 6 months ago
- Generative Representational Instruction Tuning☆562Updated this week
- Evaluate your LLM's response with Prometheus and GPT4 💯☆794Updated 2 months ago
- Code and data for "Lost in the Middle: How Language Models Use Long Contexts"☆315Updated 10 months ago
- Data and code for FreshLLMs (https://arxiv.org/abs/2310.03214)☆328Updated this week
- ☆445Updated last week
- Inference-Time Intervention: Eliciting Truthful Answers from a Language Model☆463Updated last month
- Github repository for "RAGTruth: A Hallucination Corpus for Developing Trustworthy Retrieval-Augmented Language Models"☆114Updated last month
- Do-Not-Answer: A Dataset for Evaluating Safeguards in LLMs☆180Updated 5 months ago
- Official repository for ORPO☆420Updated 5 months ago
- A package to evaluate factuality of long-form generation. Original implementation of our EMNLP 2023 paper "FActScore: Fine-grained Atomic…☆289Updated 5 months ago
- LLMs can generate feedback on their work, use it to improve the output, and repeat this process iteratively.☆613Updated last month
- ToolQA, a new dataset to evaluate the capabilities of LLMs in answering challenging questions with external tools. It offers two levels …☆239Updated last year
- ☆262Updated 10 months ago
- Challenging BIG-Bench Tasks and Whether Chain-of-Thought Can Solve Them☆424Updated 4 months ago
- RefChecker provides automatic checking pipeline and benchmark dataset for detecting fine-grained hallucinations generated by Large Langua…☆300Updated this week
- This repository contains code to quantitatively evaluate instruction-tuned models such as Alpaca and Flan-T5 on held-out tasks.☆528Updated 8 months ago
- Awesome-LLM-Prompt-Optimization: a curated list of advanced prompt optimization and tuning methods in Large Language Models☆223Updated 7 months ago
- Mass-editing thousands of facts into a transformer memory (ICLR 2023)☆434Updated 9 months ago
- Source Code of Paper "GPTScore: Evaluate as You Desire"☆230Updated last year
- Train and Infer Powerful Sentence Embeddings with AnglE | 🔥 SOTA on STS and MTEB Leaderboard☆484Updated last week
- TruthfulQA: Measuring How Models Imitate Human Falsehoods☆610Updated last year