xlang-ai / icl-selective-annotation
[ICLR 2023] Code for our paper "Selective Annotation Makes Language Models Better Few-Shot Learners"
☆105Updated last year
Related projects: ⓘ
- [ICML 2023] Code for our paper “Compositional Exemplars for In-context Learning”.☆91Updated last year
- ☆69Updated 10 months ago
- ☆44Updated 8 months ago
- ☆164Updated last month
- Easy-to-Hard Generalization: Scalable Alignment Beyond Human Supervision☆78Updated last week
- ☆78Updated last year
- ☆32Updated 5 months ago
- ☆70Updated 10 months ago
- Github repository for "FELM: Benchmarking Factuality Evaluation of Large Language Models"☆54Updated 8 months ago
- Semi-Parametric Editing with a Retrieval-Augmented Counterfactual Model☆59Updated last year
- This is the oficial repository for "Parameter-Efficient Multi-task Tuning via Attentional Mixtures of Soft Prompts" (EMNLP 2022)☆96Updated last year
- [EMNLP 2023] MQuAKE: Assessing Knowledge Editing in Language Models via Multi-Hop Questions☆96Updated last week
- Official Repo for ICLR 2024 paper MINT: Evaluating LLMs in Multi-turn Interaction with Tools and Language Feedback by Xingyao Wang*, Ziha…☆100Updated 3 months ago
- Grade-School Math with Irrelevant Context (GSM-IC) benchmark is an arithmetic reasoning dataset built upon GSM8K, by adding irrelevant se…☆51Updated last year
- [EMNLP-2022 Findings] Code for paper “ProGen: Progressive Zero-shot Dataset Generation via In-context Feedback”.☆22Updated last year
- ☆44Updated 2 weeks ago
- A curated list of awesome resources dedicated to Scaling Laws for LLMs☆61Updated last year
- The accompanying code for "Transformer Feed-Forward Layers Are Key-Value Memories". Mor Geva, Roei Schuster, Jonathan Berant, and Omer Le…☆80Updated 3 years ago
- ☆49Updated last year
- ☆24Updated 4 months ago
- Repo for the paper "Large Language Models Struggle to Learn Long-Tail Knowledge"☆71Updated last year
- Code for the ACL 2022 paper "Continual Sequence Generation with Adaptive Compositional Modules"☆38Updated 2 years ago
- ☆76Updated last year
- Implementation of ICML 23 Paper: Specializing Smaller Language Models towards Multi-Step Reasoning.☆119Updated last year
- ☆46Updated last year
- ☆77Updated last year
- Official repository for ICLR 2024 Spotlight paper "Large Language Models Are Not Robust Multiple Choice Selectors"☆32Updated 3 months ago
- Inspecting and Editing Knowledge Representations in Language Models☆105Updated last year
- The official repository for the paper "From Zero to Hero: Examining the Power of Symbolic Tasks in Instruction Tuning".☆61Updated last year
- Paper collections of methods that using language to interact with environment, including interact with real world, simulated world or WWW…☆121Updated last year