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.
☆650Jan 4, 2023Updated 3 years ago
Alternatives and similar repositories for xtreme
Users that are interested in xtreme are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- PyTorch original implementation of Cross-lingual Language Model Pretraining.☆2,921Feb 14, 2023Updated 3 years ago
- New dataset☆311Aug 31, 2021Updated 5 years ago
- Evaluating Cross-lingual Sentence Representations☆463Aug 30, 2021Updated 5 years ago
- Language-Agnostic SEntence Representations☆3,659May 2, 2024Updated 2 years ago
- ☆215Nov 12, 2021Updated 4 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Cross-lingual GLUE☆50Jun 15, 2023Updated 3 years ago
- This repo supports various cross-lingual transfer learning & multilingual NLP models.☆92Sep 13, 2023Updated 3 years ago
- ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators☆2,364Mar 23, 2024Updated 2 years ago
- BLEURT is a metric for Natural Language Generation based on transfer learning.☆791Aug 4, 2023Updated 3 years ago
- TyDi QA contains 200k human-annotated question-answer pairs in 11 Typologically Diverse languages, written without seeing the answer and …☆319May 28, 2020Updated 6 years ago
- Code for using and evaluating SpanBERT.☆907Jul 25, 2023Updated 3 years ago
- LAnguage Model Analysis☆1,392Jul 7, 2024Updated 2 years ago
- Unicoder model for understanding and generation.☆92Dec 12, 2023Updated 2 years ago
- Code for the paper "Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer"☆6,556Updated this week
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Meta Representation Transformation for Low-resource Cross-lingual Learning☆42May 5, 2021Updated 5 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…☆358Feb 22, 2022Updated 4 years ago
- This is the official repository for NAACL 2021, "XOR QA: Cross-lingual Open-Retrieval Question Answering".☆80Jun 3, 2021Updated 5 years ago
- Adversarial Natural Language Inference Benchmark☆401May 12, 2022Updated 4 years ago
- Longformer: The Long-Document Transformer☆2,208Feb 8, 2023Updated 3 years ago
- Neural Text Generation with Unlikelihood Training☆311Aug 31, 2021Updated 5 years ago
- Tools to download and cleanup Common Crawl data☆1,044Apr 25, 2023Updated 3 years ago
- ACL2020 Tutorial: Open-Domain Question Answering☆837Jan 1, 2021Updated 5 years ago
- MASS: Masked Sequence to Sequence Pre-training for Language Generation☆1,116Nov 28, 2022Updated 3 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- AAAI-20 paper: Cross-Lingual Natural Language Generation via Pre-Training☆128Aug 4, 2021Updated 5 years ago
- Shared repository for open-sourced projects from the Google AI Language team.☆1,815Jun 10, 2026Updated 4 months ago
- jiant is an nlp toolkit☆1,675Jul 6, 2023Updated 3 years ago
- Library for Knowledge Intensive Language Tasks☆978Mar 31, 2022Updated 4 years ago
- ☆50Jul 15, 2021Updated 5 years ago
- ☆1,290Dec 15, 2022Updated 3 years ago
- Beyond Accuracy: Behavioral Testing of NLP models with CheckList☆2,049Jan 9, 2024Updated 2 years ago
- UDapter is a multilingual dependency parser that uses "contextual" adapters together with language-typology features for language-specifi…☆31Dec 5, 2022Updated 3 years ago
- [EMNLP 2020] Obtain Word Alignments using Pretrained Language Models (e.g., mBERT)☆397Nov 7, 2023Updated 2 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Progressively Pretrained Dense Corpus Index for Open-Domain QA and Information Retrieval☆43Jun 12, 2023Updated 3 years ago
- XLNet: Generalized Autoregressive Pretraining for Language Understanding☆6,188May 28, 2023Updated 3 years ago
- Statistics and accepted paper list of NLP conferences with arXiv link☆423Jul 24, 2021Updated 5 years ago
- ☆167Dec 24, 2021Updated 4 years ago
- Must-read Papers on pre-trained language models.☆3,360Nov 6, 2022Updated 3 years ago
- A library for Multilingual Unsupervised or Supervised word Embeddings☆3,256Aug 31, 2022Updated 4 years ago
- Facebook Low Resource (FLoRes) MT Benchmark☆770Nov 20, 2023Updated 2 years ago