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On the Cross-lingual Transferability of Monolingual Representations

Annual Meeting of the Association for Computational Linguistics (ACL), 2019

25 October 2019

Papers citing "On the Cross-lingual Transferability of Monolingual Representations"

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Title
Towards Fully Bilingual Deep Language Modeling Li-Hsin Chang S. Pyysalo Jenna Kanerva Filip Ginter 143 3 0 22 Oct 2020
The RELX Dataset and Matching the Multilingual Blanks for Cross-Lingual Relation ClassificationFindings (Findings), 2020 Abdullatif Köksal Arzucan Özgür 205 22 0 19 Oct 2020
Explicit Alignment Objectives for Multilingual Bidirectional Encoders Junjie Hu Melvin Johnson Orhan Firat Aditya Siddhant Graham Neubig 202 64 0 15 Oct 2020
XL-WiC: A Multilingual Benchmark for Evaluating Semantic Contextualization Alessandro Raganato Tommaso Pasini Jose Camacho-Collados Mohammad Taher Pilehvar 190 71 0 13 Oct 2020
Pretrained Transformers for Text Ranking: BERT and Beyond Jimmy J. Lin Rodrigo Nogueira Andrew Yates VLM 657 691 0 13 Oct 2020
X-FACTR: Multilingual Factual Knowledge Retrieval from Pretrained Language Models Zhengbao Jiang Antonios Anastasopoulos Jun Araki Haibo Ding Graham Neubig HILM KELM 222 156 0 13 Oct 2020
Gradient Vaccine: Investigating and Improving Multi-task Optimization in Massively Multilingual Models Zirui Wang Yulia Tsvetkov Orhan Firat Yuan Cao 291 225 0 12 Oct 2020
Probing Pretrained Language Models for Lexical Semantics Ivan Vulić Edoardo Ponti Robert Litschko Goran Glavaš Anna Korhonen KELM 190 267 0 12 Oct 2020
On Negative Interference in Multilingual Models: Findings and A Meta-Learning Treatment Zirui Wang Zachary Chase Lipton Yulia Tsvetkov 155 32 0 06 Oct 2020
Which *BERT? A Survey Organizing Contextualized EncodersConference on Empirical Methods in Natural Language Processing (EMNLP), 2020 Patrick Xia Shijie Wu Benjamin Van Durme 153 52 0 02 Oct 2020
Parsing with Multilingual BERT, a Small Corpus, and a Small Treebank Ethan C. Chau Lucy H. Lin Noah A. Smith 190 15 0 29 Sep 2020
Reusing a Pretrained Language Model on Languages with Limited Corpora for Unsupervised NMTConference on Empirical Methods in Natural Language Processing (EMNLP), 2020 Alexandra Chronopoulou Dario Stojanovski Kangyang Luo 186 35 0 16 Sep 2020
FILTER: An Enhanced Fusion Method for Cross-lingual Language UnderstandingAAAI Conference on Artificial Intelligence (AAAI), 2020 Yuwei Fang Shuohang Wang Zhe Gan S. Sun Jingjing Liu VLM 270 60 0 10 Sep 2020
LRSpeech: Extremely Low-Resource Speech Synthesis and RecognitionKnowledge Discovery and Data Mining (KDD), 2020 Jin Xu Xu Tan Yi Ren Tao Qin Jian Li Sheng Zhao Tie-Yan Liu VLM 129 98 0 09 Aug 2020
On Learning Universal Representations Across LanguagesInternational Conference on Learning Representations (ICLR), 2020 Xiangpeng Wei Rongxiang Weng Yue Hu Luxi Xing Heng Yu Weihua Luo SSL VLM 326 90 0 31 Jul 2020
MKQA: A Linguistically Diverse Benchmark for Multilingual Open Domain Question AnsweringTransactions of the Association for Computational Linguistics (TACL), 2020 Shayne Longpre Yi Lu Joachim Daiber ELM HILM 281 192 0 30 Jul 2020
El Departamento de Nosotros: How Machine Translated Corpora Affects Language Models in MRC Tasks Maria Khvalchik Mikhail Galkin 115 2 0 03 Jul 2020
Transferring Monolingual Model to Low-Resource Language: The Case of TigrinyaApplied Computing and Intelligence (ACI), 2020 Abrhalei Tela Abraham Woubie Ville Hautamaki 158 17 0 13 Jun 2020
CoSDA-ML: Multi-Lingual Code-Switching Data Augmentation for Zero-Shot Cross-Lingual NLPInternational Joint Conference on Artificial Intelligence (IJCAI), 2020 Libo Qin Minheng Ni Yue Zhang Wanxiang Che 239 164 0 11 Jun 2020
BERT Based Multilingual Machine Comprehension in English and Hindi Somil Gupta N. Khade 71 16 0 02 Jun 2020
English Intermediate-Task Training Improves Zero-Shot Cross-Lingual Transfer Too Jason Phang Iacer Calixto Phu Mon Htut Yada Pruksachatkun Haokun Liu Clara Vania Katharina Kann Samuel R. Bowman LRM 166 66 0 26 May 2020
RuBQ: A Russian Dataset for Question Answering over Wikidata Vladislav Korablinov Pavel Braslavski RALM 133 28 0 21 May 2020
Are All Languages Created Equal in Multilingual BERT? Shijie Wu Mark Dredze 208 359 0 18 May 2020
From Zero to Hero: On the Limitations of Zero-Shot Cross-Lingual Transfer with Multilingual Transformers Anne Lauscher Vinit Ravishankar Ivan Vulić Goran Glavaš 183 65 0 01 May 2020
KLEJ: Comprehensive Benchmark for Polish Language UnderstandingAnnual Meeting of the Association for Computational Linguistics (ACL), 2020 Piotr Rybak Robert Mroczkowski Janusz Tracz Ireneusz Gawlik ELM 106 89 0 01 May 2020
Identifying Necessary Elements for BERT's Multilinguality Philipp Dufter Hinrich Schütze 318 18 0 01 May 2020
XCOPA: A Multilingual Dataset for Causal Commonsense ReasoningConference on Empirical Methods in Natural Language Processing (EMNLP), 2020 Edoardo Ponti Goran Glavaš Olga Majewska Qianchu Liu Ivan Vulić Anna Korhonen LRM 410 387 0 01 May 2020
MAD-X: An Adapter-Based Framework for Multi-Task Cross-Lingual TransferConference on Empirical Methods in Natural Language Processing (EMNLP), 2020 Jonas Pfeiffer Ivan Vulić Iryna Gurevych Sebastian Ruder 565 690 0 30 Apr 2020
Don't Use English Dev: On the Zero-Shot Cross-Lingual Evaluation of Contextual EmbeddingsConference on Empirical Methods in Natural Language Processing (EMNLP), 2020 Phillip Keung Y. Lu Julian Salazar Vikas Bhardwaj 170 14 0 30 Apr 2020
A Call for More Rigor in Unsupervised Cross-lingual LearningAnnual Meeting of the Association for Computational Linguistics (ACL), 2020 Mikel Artetxe Sebastian Ruder Dani Yogatama Gorka Labaka Eneko Agirre 166 72 0 30 Apr 2020
Learning Music Helps You Read: Using Transfer to Study Linguistic Structure in Language Models Isabel Papadimitriou Dan Jurafsky 227 9 0 30 Apr 2020
UXLA: A Robust Unsupervised Data Augmentation Framework for Zero-Resource Cross-Lingual NLPAnnual Meeting of the Association for Computational Linguistics (ACL), 2020 M Saiful Bari Tasnim Mohiuddin Shafiq Joty 288 24 0 28 Apr 2020
Adversarial Augmentation Policy Search for Domain and Cross-Lingual Generalization in Reading ComprehensionFindings (Findings), 2020 A. Maharana Joey Tianyi Zhou AAML 267 13 0 13 Apr 2020
LAReQA: Language-agnostic answer retrieval from a multilingual poolConference on Empirical Methods in Natural Language Processing (EMNLP), 2020 Uma Roy Noah Constant Rami Al-Rfou Aditya Barua Aaron B. Phillips Yinfei Yang RALM 169 59 0 11 Apr 2020
On the Language Neutrality of Pre-trained Multilingual RepresentationsFindings (Findings), 2020 Jindrich Libovický Rudolf Rosa Kangyang Luo 349 114 0 09 Apr 2020
Translation Artifacts in Cross-lingual Transfer LearningConference on Empirical Methods in Natural Language Processing (EMNLP), 2020 Mikel Artetxe Gorka Labaka Eneko Agirre 257 129 0 09 Apr 2020
Improving the Robustness of QA Models to Challenge Sets with Variational Question-Answer Pair GenerationAnnual Meeting of the Association for Computational Linguistics (ACL), 2020 Kazutoshi Shinoda Saku Sugawara Akiko Aizawa OOD 166 12 0 07 Apr 2020
Understanding Cross-Lingual Syntactic Transfer in Multilingual Recurrent Neural NetworksNordic Conference of Computational Linguistics (NODALIDA), 2020 Prajit Dhar Arianna Bisazza 206 10 0 31 Mar 2020
XTREME: A Massively Multilingual Multi-task Benchmark for Evaluating Cross-lingual GeneralizationInternational Conference on Machine Learning (ICML), 2020 Junjie Hu Sebastian Ruder Aditya Siddhant Graham Neubig Orhan Firat Melvin Johnson ELM 523 1,056 0 24 Mar 2020
A Survey on Contextual Embeddings Qi Liu Matt J. Kusner Phil Blunsom 433 169 0 16 Mar 2020
TyDi QA: A Benchmark for Information-Seeking Question Answering in Typologically Diverse LanguagesTransactions of the Association for Computational Linguistics (TACL), 2020 J. Clark Eunsol Choi Michael Collins Dan Garrette Tom Kwiatkowski Vitaly Nikolaev J. Palomaki 476 683 0 10 Mar 2020
Multi-SimLex: A Large-Scale Evaluation of Multilingual and Cross-Lingual Lexical Semantic SimilarityComputational Linguistics (CL), 2020 Ivan Vulić Simon Baker Edoardo Ponti Ulla Petti Ira Leviant ... Eden Bar Matt Malone Thierry Poibeau Roi Reichart Anna Korhonen 188 87 0 10 Mar 2020
A Primer in BERTology: What we know about how BERT worksTransactions of the Association for Computational Linguistics (TACL), 2020 Anna Rogers Olga Kovaleva Anna Rumshisky OffRL 377 1,670 0 27 Feb 2020
What BERT Sees: Cross-Modal Transfer for Visual Question Generation Thomas Scialom Patrick Bordes Paul-Alexis Dray Jacopo Staiano Patrick Gallinari 167 7 0 25 Feb 2020
From English To Foreign Languages: Transferring Pre-trained Language Models Ke M. Tran 114 56 0 18 Feb 2020
FQuAD: French Question Answering DatasetFindings (Findings), 2020 Martin d'Hoffschmidt Wacim Belblidia Tom Brendlé Quentin Heinrich Maxime Vidal 247 100 0 14 Feb 2020
Parameter Space Factorization for Zero-Shot Learning across Tasks and LanguagesTransactions of the Association for Computational Linguistics (TACL), 2020 Edoardo Ponti Ivan Vulić Robert Bamler Marinela Parović Roi Reichart Anna Korhonen BDL 284 30 0 30 Jan 2020
Multilingual Denoising Pre-training for Neural Machine TranslationTransactions of the Association for Computational Linguistics (TACL), 2020 Yinhan Liu Jiatao Gu Naman Goyal Xian Li Sergey Edunov Marjan Ghazvininejad M. Lewis Luke Zettlemoyer AI4CE AIMat 456 1,957 0 22 Jan 2020
SberQuAD -- Russian Reading Comprehension Dataset: Description and AnalysisConference and Labs of the Evaluation Forum (CLEF), 2019 Pavel Efimov Andrey Chertok Leonid Boytsov Pavel Braslavski 260 64 0 20 Dec 2019
Automatic Spanish Translation of the SQuAD Dataset for Multilingual Question AnsweringInternational Conference on Language Resources and Evaluation (LREC), 2019 C. Carrino Marta R. Costa-jussá José A. R. Fonollosa 201 96 0 11 Dec 2019