hkust-nlp / felmLinks
Github repository for "FELM: Benchmarking Factuality Evaluation of Large Language Models" (NeurIPS 2023)
☆59Updated last year
Alternatives and similar repositories for felm
Users that are interested in felm are comparing it to the libraries listed below
Sorting:
- ☆44Updated 11 months ago
- ☆87Updated 2 years ago
- [EMNLP 2023] MQuAKE: Assessing Knowledge Editing in Language Models via Multi-Hop Questions☆114Updated 11 months ago
- Code & Data for our Paper "Alleviating Hallucinations of Large Language Models through Induced Hallucinations"☆68Updated last year
- [ICML 2023] Code for our paper “Compositional Exemplars for In-context Learning”.☆102Updated 2 years ago
- Semi-Parametric Editing with a Retrieval-Augmented Counterfactual Model☆68Updated 2 years ago
- ☆74Updated last year
- Code and data for paper "Context-faithful Prompting for Large Language Models".☆41Updated 2 years ago
- ☆177Updated last year
- ☆20Updated last year
- [ICLR 2024] Evaluating Large Language Models at Evaluating Instruction Following☆129Updated last year
- ☆53Updated last year
- ☆56Updated last year
- Grade-School Math with Irrelevant Context (GSM-IC) benchmark is an arithmetic reasoning dataset built upon GSM8K, by adding irrelevant se…☆60Updated 2 years ago
- GSM-Plus: Data, Code, and Evaluation for Enhancing Robust Mathematical Reasoning in Math Word Problems.☆62Updated last year
- Implementation of ICML 23 Paper: Specializing Smaller Language Models towards Multi-Step Reasoning.☆132Updated 2 years ago
- [ICLR'24 Spotlight] "Adaptive Chameleon or Stubborn Sloth: Revealing the Behavior of Large Language Models in Knowledge Conflicts"☆75Updated last year
- This code accompanies the paper DisentQA: Disentangling Parametric and Contextual Knowledge with Counterfactual Question Answering.☆16Updated 2 years ago
- Code and data for the FACTOR paper☆51Updated last year
- contrastive decoding☆203Updated 2 years ago
- ☆41Updated last year
- ☆76Updated last year
- Do Large Language Models Know What They Don’t Know?☆99Updated 9 months ago
- ☆48Updated 2 years ago
- Token-level Reference-free Hallucination Detection☆96Updated 2 years ago
- ☆75Updated last year
- AbstainQA, ACL 2024☆28Updated 10 months ago
- ☆47Updated last year
- First explanation metric (diagnostic report) for text generation evaluation☆62Updated 5 months ago
- BeHonest: Benchmarking Honesty in Large Language Models☆34Updated last year