XTREME: A Massively Multilingual Multi-task Benchmark for Evaluating
Cross-lingual Generalization

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XTREME: A Massively Multilingual Multi-task Benchmark for Evaluating Cross-lingual Generalization

24 March 2020

Sebastian Ruder

Aditya Siddhant

Graham Neubig

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Papers citing "XTREME: A Massively Multilingual Multi-task Benchmark for Evaluating Cross-lingual Generalization"

16 / 666 papers shown

Title
Identifying Necessary Elements for BERT's Multilinguality Philipp Dufter Hinrich Schütze 79 17 0 01 May 2020
XCOPA: A Multilingual Dataset for Causal Commonsense Reasoning Edoardo Ponti Goran Glavaš Olga Majewska Qianchu Liu Ivan Vulić Anna Korhonen LRM 140 329 0 01 May 2020
MAD-X: An Adapter-Based Framework for Multi-Task Cross-Lingual Transfer Jonas Pfeiffer Ivan Vulić Iryna Gurevych Sebastian Ruder 169 631 0 30 Apr 2020
Don't Use English Dev: On the Zero-Shot Cross-Lingual Evaluation of Contextual Embeddings Phillip Keung Y. Lu Julian Salazar Vikas Bhardwaj 93 14 0 30 Apr 2020
A Call for More Rigor in Unsupervised Cross-lingual Learning Mikel Artetxe Sebastian Ruder Dani Yogatama Gorka Labaka Eneko Agirre 78 72 0 30 Apr 2020
MLSUM: The Multilingual Summarization Corpus Thomas Scialom Paul-Alexis Dray Sylvain Lamprier Benjamin Piwowarski Jacopo Staiano 99 177 0 30 Apr 2020
UXLA: A Robust Unsupervised Data Augmentation Framework for Zero-Resource Cross-Lingual NLP M Saiful Bari Tasnim Mohiuddin Shafiq Joty 88 24 0 28 Apr 2020
LAReQA: Language-agnostic answer retrieval from a multilingual pool Uma Roy Noah Constant Rami Al-Rfou Aditya Barua Aaron B. Phillips Yinfei Yang RALM 65 56 0 11 Apr 2020
On the Language Neutrality of Pre-trained Multilingual Representations Jindrich Libovický Rudolf Rosa Alexander Fraser 86 107 0 09 Apr 2020
Translation Artifacts in Cross-lingual Transfer Learning Mikel Artetxe Gorka Labaka Eneko Agirre 65 121 0 09 Apr 2020
Bootstrapping a Crosslingual Semantic Parser Tom Sherborne Yumo Xu Mirella Lapata 90 25 0 06 Apr 2020
Unsupervised Domain Clusters in Pretrained Language Models Roee Aharoni Yoav Goldberg 105 252 0 05 Apr 2020
XGLUE: A New Benchmark Dataset for Cross-lingual Pre-training, Understanding and Generation Yaobo Liang Nan Duan Yeyun Gong Ning Wu Fenfei Guo ... Shuguang Liu Fan Yang Daniel Fernando Campos Rangan Majumder Ming Zhou ELM VLM 115 351 0 03 Apr 2020
TyDi QA: A Benchmark for Information-Seeking Question Answering in Typologically Diverse Languages J. Clark Eunsol Choi Michael Collins Dan Garrette Tom Kwiatkowski Vitaly Nikolaev J. Palomaki 237 613 0 10 Mar 2020
Multi-SimLex: A Large-Scale Evaluation of Multilingual and Cross-Lingual Lexical Semantic Similarity Ivan Vulić Simon Baker Edoardo Ponti Ulla Petti Ira Leviant ... Eden Bar Matt Malone Thierry Poibeau Roi Reichart Anna Korhonen 90 83 0 10 Mar 2020
Zero-Shot Cross-Lingual Transfer with Meta Learning Farhad Nooralahzadeh Giannis Bekoulis Johannes Bjerva Isabelle Augenstein FedML 95 113 0 05 Mar 2020