alexa / bortLinks
Repository for the paper "Optimal Subarchitecture Extraction for BERT"
☆470Updated 3 years ago
Alternatives and similar repositories for bort
Users that are interested in bort are comparing it to the libraries listed below
Sorting:
- FastFormers - highly efficient transformer models for NLU☆708Updated 8 months ago
- An efficient implementation of the popular sequence models for text generation, summarization, and translation tasks. https://arxiv.org/p…☆433Updated 3 years ago
- XTREME is a benchmark for the evaluation of the cross-lingual generalization ability of pre-trained multilingual models that covers 40 ty…☆647Updated 2 years ago
- ☆606Updated this week
- SentAugment is a data augmentation technique for NLP that retrieves similar sentences from a large bank of sentences. It can be used in c…☆361Updated 3 years ago
- Pytorch Implementation of ALBERT(A Lite BERT for Self-supervised Learning of Language Representations)☆228Updated 4 years ago
- MPNet: Masked and Permuted Pre-training for Language Understanding https://arxiv.org/pdf/2004.09297.pdf☆295Updated 4 years ago
- Pretrain and finetune ELECTRA with fastai and huggingface. (Results of the paper replicated !)☆330Updated last year
- ☆324Updated 2 years ago
- Evaluating Cross-lingual Sentence Representations☆460Updated 4 years ago
- Builds wordpiece(subword) vocabulary compatible for Google Research's BERT☆231Updated 5 years ago
- Code for using and evaluating SpanBERT.☆901Updated 2 years ago
- Fast BPE☆678Updated last year
- ☆254Updated 3 years ago
- ⛵️The official PyTorch implementation for "BERT-of-Theseus: Compressing BERT by Progressive Module Replacing" (EMNLP 2020).☆316Updated 2 years ago
- A Visual Analysis Tool to Explore Learned Representations in Transformers Models☆602Updated last year
- Integrating the Best of TF into PyTorch, for Machine Learning, Natural Language Processing, and Text Generation. This is part of the CAS…☆746Updated 3 years ago
- MASS: Masked Sequence to Sequence Pre-training for Language Generation☆1,122Updated 3 years ago
- Simple XLNet implementation with Pytorch Wrapper☆581Updated 6 years ago
- Code associated with the Don't Stop Pretraining ACL 2020 paper☆536Updated 4 years ago
- This dataset contains 108,463 human-labeled and 656k noisily labeled pairs that feature the importance of modeling structure, context, an…☆561Updated 3 years ago
- ☆528Updated last year
- ALBERT model Pretraining and Fine Tuning using TF2.0☆204Updated 2 years ago
- Statistics and accepted paper list of NLP conferences with arXiv link☆428Updated 4 years ago
- Neural Text Generation with Unlikelihood Training☆310Updated 4 years ago
- Enhancing the BERT training with Semi-supervised Generative Adversarial Networks☆228Updated 2 years ago
- Minimalist implementation of a BERT Sentence Classifier with PyTorch Lightning, Transformers and PyTorch-NLP.☆219Updated 2 years ago
- Implementation of a linear-chain CRF in PyTorch☆98Updated 4 years ago
- An Analysis Toolkit for Natural Language Generation (Translation, Captioning, Summarization, etc.)☆447Updated 2 weeks ago
- [ACL 2021] Learning Dense Representations of Phrases at Scale; EMNLP'2021: Phrase Retrieval Learns Passage Retrieval, Too https://arxiv.o…☆606Updated 3 years ago