konstantinjdobler / focus
[EMNLP'23] Official Code for "FOCUS: Effective Embedding Initialization for Monolingual Specialization of Multilingual Models"
☆30Updated 4 months ago
Alternatives and similar repositories for focus:
Users that are interested in focus are comparing it to the libraries listed below
- Code for WECHSEL: Effective initialization of subword embeddings for cross-lingual transfer of monolingual language models.☆78Updated 6 months ago
- Efficient Language Model Training through Cross-Lingual and Progressive Transfer Learning☆29Updated 2 years ago
- LTG-Bert☆29Updated last year
- BLOOM+1: Adapting BLOOM model to support a new unseen language☆71Updated last year
- Glot500: Scaling Multilingual Corpora and Language Models to 500 Languages -- ACL 2023☆99Updated 10 months ago
- Repo for training MLMs, CLMs, or T5-type models on the OLM pretraining data, but it should work with any hugging face text dataset.☆93Updated 2 years ago
- Minimum Bayes Risk Decoding for Hugging Face Transformers☆56Updated 9 months ago
- Tools for evaluating the performance of MT metrics on data from recent WMT metrics shared tasks.☆99Updated last week
- A software for transferring pre-trained English models to foreign languages☆18Updated last year
- Code for ACL 2022 paper "Expanding Pretrained Models to Thousands More Languages via Lexicon-based Adaptation"☆30Updated 2 years ago
- Simple-to-use scoring function for arbitrarily tokenized texts.☆38Updated 3 weeks ago
- Training and evaluation code for the paper "Headless Language Models: Learning without Predicting with Contrastive Weight Tying" (https:/…☆26Updated 10 months ago
- Curriculum training☆17Updated this week
- NTREX -- News Test References for MT Evaluation☆81Updated 9 months ago
- Implementation of the paper 'Sentence Bottleneck Autoencoders from Transformer Language Models'☆17Updated 2 years ago
- Mr. TyDi is a multi-lingual benchmark dataset built on TyDi, covering eleven typologically diverse languages.☆74Updated 3 years ago
- UDapter is a multilingual dependency parser that uses "contextual" adapters together with language-typology features for language-specifi…☆30Updated 2 years ago
- Tutorial to pretrain & fine-tune a 🤗 Flax T5 model on a TPUv3-8 with GCP☆58Updated 2 years ago
- M2D2: A Massively Multi-domain Language Modeling Dataset (EMNLP 2022) by Machel Reid, Victor Zhong, Suchin Gururangan, Luke Zettlemoyer☆55Updated 2 years ago
- Research code for the paper "How Good is Your Tokenizer? On the Monolingual Performance of Multilingual Language Models"☆26Updated 3 years ago
- Code and data for the IWSLT 2022 shared task on Formality Control for SLT☆21Updated last year
- A tiny BERT for low-resource monolingual models☆31Updated 5 months ago
- A Framework aims to wisely initialize unseen subword embeddings in PLMs for efficient large-scale continued pretraining☆16Updated last year
- Codebase, data and models for the Keep it Simple paper at ACL2021☆38Updated last year
- A library of translation-based text similarity measures☆25Updated last year
- ☆15Updated last year
- As good as new. How to successfully recycle English GPT-2 to make models for other languages (ACL Findings 2021)☆48Updated 3 years ago
- ☆17Updated 2 years ago
- ☆20Updated 2 years ago
- Implementation of the paper "Fine-Tuning Transformers: Vocabulary Transfer" https://arxiv.org/pdf/2112.14569.pdf☆20Updated 3 years ago