hkust-nlp / felm
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
- Semi-Parametric Editing with a Retrieval-Augmented Counterfactual Model☆68Updated 2 years ago
- Code and data for the FACTOR paper☆45Updated last year
- ☆44Updated 8 months ago
- ☆73Updated 11 months ago
- ☆17Updated last year
- ☆49Updated last year
- ☆85Updated 2 years ago
- [ICLR'24 Spotlight] "Adaptive Chameleon or Stubborn Sloth: Revealing the Behavior of Large Language Models in Knowledge Conflicts"☆67Updated last year
- [EMNLP 2023] MQuAKE: Assessing Knowledge Editing in Language Models via Multi-Hop Questions☆109Updated 7 months ago
- Code & Data for our Paper "Alleviating Hallucinations of Large Language Models through Induced Hallucinations"☆63Updated last year
- This code accompanies the paper DisentQA: Disentangling Parametric and Contextual Knowledge with Counterfactual Question Answering.☆17Updated 2 years ago
- ☆41Updated last year
- ☆18Updated last year
- BeHonest: Benchmarking Honesty in Large Language Models☆31Updated 8 months ago
- ☆53Updated 8 months ago
- ☆75Updated last year
- [ICML 2023] Code for our paper “Compositional Exemplars for In-context Learning”.☆100Updated 2 years ago
- Code and data for paper "Context-faithful Prompting for Large Language Models".☆39Updated 2 years ago
- GSM-Plus: Data, Code, and Evaluation for Enhancing Robust Mathematical Reasoning in Math Word Problems.☆60Updated 9 months ago
- ☆86Updated last year
- ☆73Updated last year
- ☆28Updated last year
- Token-level Reference-free Hallucination Detection☆94Updated last year
- [NAACL'25 Oral] Steering Knowledge Selection Behaviours in LLMs via SAE-Based Representation Engineering☆54Updated 5 months ago
- 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
- Evaluating the Ripple Effects of Knowledge Editing in Language Models☆55Updated last year
- Official Code for EMNLP2023 Main Conference paper: "KCTS: Knowledge-Constrained Tree Search Decoding with Token-Level Hallucination Detec…☆30Updated last year
- ☆61Updated 2 years ago
- ☆82Updated 2 years ago
- "FiD-ICL: A Fusion-in-Decoder Approach for Efficient In-Context Learning" (ACL 2023)☆13Updated last year