google-research / xtreme
XTREME is a benchmark for the evaluation of the cross-lingual generalization ability of pre-trained multilingual models that covers 40 typologically diverse languages and includes nine tasks.
☆638Updated 2 years ago
Alternatives and similar repositories for xtreme:
Users that are interested in xtreme are comparing it to the libraries listed below
- Officially supported AllenNLP models☆538Updated 2 years ago
- Repository for the paper "Optimal Subarchitecture Extraction for BERT"☆471Updated 2 years ago
- Code for using and evaluating SpanBERT.☆895Updated last year
- Evaluating Cross-lingual Sentence Representations☆449Updated 3 years ago
- This dataset contains 108,463 human-labeled and 656k noisily labeled pairs that feature the importance of modeling structure, context, an…☆555Updated 3 years ago
- New dataset☆302Updated 3 years ago
- Code associated with the Don't Stop Pretraining ACL 2020 paper☆531Updated 3 years ago
- An efficient implementation of the popular sequence models for text generation, summarization, and translation tasks. https://arxiv.org/p…☆430Updated 2 years ago
- 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 2 years ago
- ACL2020 Tutorial: Open-Domain Question Answering☆833Updated 4 years ago
- Adversarial Natural Language Inference Benchmark☆396Updated 2 years ago
- Semantics-aware BERT for Language Understanding (AAAI 2020)☆287Updated 2 years ago
- Library for Knowledge Intensive Language Tasks☆928Updated 2 years ago
- Models to perform neural summarization (extractive and abstractive) using machine learning transformers and a tool to convert abstractive…☆429Updated last year
- TyDi QA contains 200k human-annotated question-answer pairs in 11 Typologically Diverse languages, written without seeing the answer and …☆300Updated 4 years ago
- BERT for Coreference Resolution☆446Updated 2 years ago
- MPNet: Masked and Permuted Pre-training for Language Understanding https://arxiv.org/pdf/2004.09297.pdf☆287Updated 3 years ago
- Autoregressive Entity Retrieval☆781Updated last year
- FastFormers - highly efficient transformer models for NLU☆704Updated last year
- Fast BPE☆662Updated 8 months ago
- A tool for holistic analysis of language generations systems☆467Updated 2 years ago
- IJCAI 2021 Tutorial & code for Retrospective Reader for Machine Reading Comprehension (AAAI 2021)☆363Updated last year
- Resources for the NAACL 2018 paper "A Discourse-Aware Attention Model for Abstractive Summarization of Long Documents"☆364Updated last year
- ☆460Updated 3 years ago
- Builds wordpiece(subword) vocabulary compatible for Google Research's BERT☆227Updated 4 years ago
- An elaborate and exhaustive paper list for Named Entity Recognition (NER)☆394Updated 3 years ago
- ☆344Updated 3 years ago
- ☆494Updated last year
- [ACL 2021] Learning Dense Representations of Phrases at Scale; EMNLP'2021: Phrase Retrieval Learns Passage Retrieval, Too https://arxiv.o…☆603Updated 2 years ago
- ☆187Updated 3 years ago