daniel-furman / polyglot-or-not
Are foundation LMs multilingual knowledge bases? (EMNLP 2023)
☆18Updated 11 months ago
Related projects ⓘ
Alternatives and complementary repositories for polyglot-or-not
- SWIM-IR is a Synthetic Wikipedia-based Multilingual Information Retrieval training set with 28 million query-passage pairs spanning 33 la…☆44Updated last year
- Repo for training MLMs, CLMs, or T5-type models on the OLM pretraining data, but it should work with any hugging face text dataset.☆92Updated last year
- Can LLMs generate code-mixed sentences through zero-shot prompting?☆11Updated last year
- ☆65Updated last year
- [Data + code] ExpertQA : Expert-Curated Questions and Attributed Answers☆122Updated 8 months ago
- A library for parameter-efficient and composable transfer learning for NLP with sparse fine-tunings.☆70Updated 3 months ago
- FollowIR: Evaluating and Teaching Information Retrieval Models to Follow Instructions☆40Updated 4 months ago
- This is a new metric that can be used to evaluate faithfulness of text generated by LLMs. The work behind this repository can be found he…☆31Updated last year
- [ICML 2023] Exploring the Benefits of Training Expert Language Models over Instruction Tuning☆97Updated last year
- [ICLR 2023] Guess the Instruction! Flipped Learning Makes Language Models Stronger Zero-Shot Learners☆111Updated 2 months ago
- Efficient Language Model Training through Cross-Lingual and Progressive Transfer Learning☆29Updated last year
- A multi-purpose toolkit for table-to-text generation: web interface, Python bindings, CLI commands.☆54Updated 6 months ago
- ☆46Updated this week
- The official repository for Efficient Long-Text Understanding Using Short-Text Models (Ivgi et al., 2022) paper☆67Updated last year
- Vocabulary Trimming (VT) is a model compression technique, which reduces a multilingual LM vocabulary to a target language by deleting ir…☆31Updated 3 weeks ago
- Apps built using Inspired Cognition's Critique.☆58Updated last year
- 🌏 Modular retrievers for zero-shot multilingual IR.☆27Updated 8 months ago
- ☆95Updated last year
- The original implementation of Min et al. "Nonparametric Masked Language Modeling" (paper https//arxiv.org/abs/2212.01349)☆157Updated last year
- SILO Language Models code repository☆80Updated 8 months ago
- Reference implementation for Reward-Augmented Decoding: Efficient Controlled Text Generation With a Unidirectional Reward Model☆41Updated 10 months ago
- IntructIR, a novel benchmark specifically designed to evaluate the instruction following ability in information retrieval models. Our foc…☆28Updated 5 months ago
- Minimum Bayes Risk Decoding for Hugging Face Transformers☆56Updated 5 months ago
- BLOOM+1: Adapting BLOOM model to support a new unseen language☆70Updated 8 months ago
- ☆55Updated last year
- [ACL 2023] Gradient Ascent Post-training Enhances Language Model Generalization☆27Updated 2 months ago
- Code and Data for "Evaluating Correctness and Faithfulness of Instruction-Following Models for Question Answering"☆78Updated 3 months ago
- ☆19Updated last year
- Evaluation pipeline for the BabyLM Challenge 2023.☆72Updated last year
- Prompting Large Language Models to Generate Dense and Sparse Representations for Zero-Shot Document Retrieval☆38Updated 3 weeks ago