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.
☆640Updated 2 years ago
Alternatives and similar repositories for xtreme:
Users that are interested in xtreme are comparing it to the libraries listed below
- Evaluating Cross-lingual Sentence Representations☆450Updated 3 years ago
- An elaborate and exhaustive paper list for Named Entity Recognition (NER)☆394Updated 3 years ago
- Officially supported AllenNLP models☆538Updated 2 years ago
- Code for using and evaluating SpanBERT.☆896Updated last year
- Repository for the paper "Optimal Subarchitecture Extraction for BERT"☆471Updated 2 years ago
- Library for Knowledge Intensive Language Tasks☆935Updated 2 years ago
- This dataset contains 108,463 human-labeled and 656k noisily labeled pairs that feature the importance of modeling structure, context, an…☆557Updated 3 years ago
- New dataset☆303Updated 3 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…☆362Updated 3 years ago
- ☆362Updated 2 years ago
- ☆344Updated 3 years ago
- BLEURT is a metric for Natural Language Generation based on transfer learning.☆719Updated last year
- FastFormers - highly efficient transformer models for NLU☆704Updated last year
- Adversarial Natural Language Inference Benchmark☆393Updated 2 years ago
- An efficient implementation of the popular sequence models for text generation, summarization, and translation tasks. https://arxiv.org/p…☆432Updated 2 years ago
- Autoregressive Entity Retrieval☆782Updated last year
- An Analysis Toolkit for Natural Language Generation (Translation, Captioning, Summarization, etc.)☆443Updated 2 weeks ago
- Fast BPE☆666Updated 9 months ago
- ☆501Updated last year
- Code associated with the Don't Stop Pretraining ACL 2020 paper☆529Updated 3 years ago
- NL-Augmenter 🦎 → 🐍 A Collaborative Repository of Natural Language Transformations☆781Updated 10 months ago
- Builds wordpiece(subword) vocabulary compatible for Google Research's BERT☆228Updated 4 years ago
- Python library & examples for Masked Language Model Scoring (ACL 2020)☆340Updated 2 years ago
- A tool for holistic analysis of language generations systems☆467Updated 3 years ago
- [ACL 2021] Learning Dense Representations of Phrases at Scale; EMNLP'2021: Phrase Retrieval Learns Passage Retrieval, Too https://arxiv.o…☆603Updated 2 years ago
- [ACL 2021] LM-BFF: Better Few-shot Fine-tuning of Language Models https://arxiv.org/abs/2012.15723☆727Updated 2 years ago
- A repository of concepts related to neural networks for NLP☆452Updated 5 years ago
- A Python framework for sequence labeling evaluation(named-entity recognition, pos tagging, etc...)☆1,120Updated 6 months ago
- Interpretable Evaluation for AI Systems☆363Updated 2 years ago
- ☆461Updated 3 years ago