HKUNLP / icl-ceil
[ICML 2023] Code for our paper “Compositional Exemplars for In-context Learning”.
☆92Updated last year
Related projects ⓘ
Alternatives and complementary repositories for icl-ceil
- Github repository for "FELM: Benchmarking Factuality Evaluation of Large Language Models" (NeurIPS 2023)☆54Updated 10 months ago
- ☆38Updated 7 months ago
- ☆80Updated 2 years ago
- Code and data for paper "Context-faithful Prompting for Large Language Models".☆39Updated last year
- contrastive decoding☆181Updated 2 years ago
- Code for Editing Factual Knowledge in Language Models☆135Updated 2 years ago
- Semi-Parametric Editing with a Retrieval-Augmented Counterfactual Model☆65Updated 2 years ago
- ☆74Updated last year
- [ICLR 2023] Code for our paper "Selective Annotation Makes Language Models Better Few-Shot Learners"☆105Updated last year
- ☆59Updated last year
- [ICLR'24 Spotlight] "Adaptive Chameleon or Stubborn Sloth: Revealing the Behavior of Large Language Models in Knowledge Conflicts"☆61Updated 7 months ago
- [EMNLP-2022 Findings] Code for paper “ProGen: Progressive Zero-shot Dataset Generation via In-context Feedback”.☆24Updated last year
- ☆167Updated 3 months ago
- This is the oficial repository for "Parameter-Efficient Multi-task Tuning via Attentional Mixtures of Soft Prompts" (EMNLP 2022)☆97Updated last year
- Grade-School Math with Irrelevant Context (GSM-IC) benchmark is an arithmetic reasoning dataset built upon GSM8K, by adding irrelevant se…☆55Updated last year
- ☆24Updated last year
- ☆40Updated 11 months ago
- ☆39Updated last year
- ☆44Updated 2 months ago
- TBC☆26Updated 2 years ago
- Implementation of ICML 23 Paper: Specializing Smaller Language Models towards Multi-Step Reasoning.☆125Updated last year
- [NeurIPS'22 Spotlight] Data and code for our paper CoNT: Contrastive Neural Text Generation☆150Updated last year
- The accompanying code for "Transformer Feed-Forward Layers Are Key-Value Memories". Mor Geva, Roei Schuster, Jonathan Berant, and Omer Le…☆85Updated 3 years ago
- Inspecting and Editing Knowledge Representations in Language Models☆108Updated last year
- GSM-Plus: Data, Code, and Evaluation for Enhancing Robust Mathematical Reasoning in Math Word Problems.☆47Updated 4 months ago
- Repo for the paper "Large Language Models Struggle to Learn Long-Tail Knowledge"☆73Updated last year
- An open-source library for contamination detection in NLP datasets and Large Language Models (LLMs).☆43Updated 3 months ago
- ☆80Updated last year
- Steering Knowledge Selection Behaviours in LLMs via SAE-Based Representation Engineering☆26Updated 3 weeks ago
- Do Large Language Models Know What They Don’t Know?☆85Updated last week