Betswish / MIRAGE
Easy-to-use MIRAGE code for faithful answer attribution in RAG applications. Paper: https://aclanthology.org/2024.emnlp-main.347/
☆21Updated last week
Alternatives and similar repositories for MIRAGE:
Users that are interested in MIRAGE are comparing it to the libraries listed below
- This repository contains the dataset and code for "WiCE: Real-World Entailment for Claims in Wikipedia" in EMNLP 2023.☆41Updated last year
- ☆44Updated last year
- Code and data for paper "Context-faithful Prompting for Large Language Models".☆39Updated last year
- ☆34Updated 3 years ago
- ☆47Updated 2 years ago
- "FiD-ICL: A Fusion-in-Decoder Approach for Efficient In-Context Learning" (ACL 2023)☆13Updated last year
- Code for "Tracing Knowledge in Language Models Back to the Training Data"☆37Updated 2 years ago
- Github repository for "FELM: Benchmarking Factuality Evaluation of Large Language Models" (NeurIPS 2023)☆58Updated last year
- ☆15Updated 3 years ago
- ☆17Updated last year
- Codes for ACL 2023 Paper "Fact-Checking Complex Claims with Program-Guided Reasoning"☆29Updated last year
- ☆44Updated 6 months ago
- WikiWhy is a new benchmark for evaluating LLMs' ability to explain between cause-effect relationships. It is a QA dataset containing 9000…☆47Updated last year
- Supporting code for ReCEval paper☆28Updated 6 months ago
- Grade-School Math with Irrelevant Context (GSM-IC) benchmark is an arithmetic reasoning dataset built upon GSM8K, by adding irrelevant se…☆58Updated 2 years ago
- The project page for "SCITAB: A Challenging Benchmark for Compositional Reasoning and Claim Verification on Scientific Tables"☆19Updated last year
- ☆82Updated last year
- ☆86Updated last year
- EMNLP 2022: "MABEL: Attenuating Gender Bias using Textual Entailment Data" https://arxiv.org/abs/2210.14975☆37Updated last year
- Code for paper "Leakage-Adjusted Simulatability: Can Models Generate Non-Trivial Explanations of Their Behavior in Natural Language?"☆21Updated 4 years ago
- ☆47Updated last year
- ☆72Updated last year
- ☆44Updated last year
- First explanation metric (diagnostic report) for text generation evaluation☆62Updated 2 weeks ago
- The LM Contamination Index is a manually created database of contamination evidences for LMs.☆77Updated 11 months ago
- TBC☆26Updated 2 years ago
- AbstainQA, ACL 2024☆25Updated 5 months ago
- ☆38Updated last year
- Easy-to-use framework for evaluating cross-lingual consistency of factual knowledge (Supported LLaMA, BLOOM, mT5, RoBERTa, etc.) Paper he…☆22Updated last week
- [ACL'24 Oral] Analysing The Impact of Sequence Composition on Language Model Pre-Training☆19Updated 7 months ago