How multilingual is Multilingual BERT?

4 June 2019

Papers citing "How multilingual is Multilingual BERT?"

50 / 655 papers shown

Title
kk2018 at SemEval-2020 Task 9: Adversarial Training for Code-Mixing Sentiment Classification Jiaxiang Liu Xuyi Chen Shikun Feng Shuohuan Wang Ouyang Xuan Yu Sun Zhengjie Huang Weiyue Su 20 19 0 08 Sep 2020
UPB at SemEval-2020 Task 9: Identifying Sentiment in Code-Mixed Social Media Texts using Transformers and Multi-Task Learning George-Eduard Zaharia G. Vlad Dumitru-Clementin Cercel Traian Rebedea Costin-Gabriel Chiru 20 10 0 06 Sep 2020
MTOP: A Comprehensive Multilingual Task-Oriented Semantic Parsing Benchmark Haoran Li Abhinav Arora Shuohui Chen Anchit Gupta Sonal Gupta Yashar Mehdad 37 171 0 21 Aug 2020
Inducing Language-Agnostic Multilingual Representations Wei-Ye Zhao Steffen Eger Johannes Bjerva Isabelle Augenstein 22 63 0 20 Aug 2020
ANDES at SemEval-2020 Task 12: A jointly-trained BERT multilingual model for offensive language detection Juan Manuel Pérez Aymé Arango Franco Luque VLM 6 4 0 13 Aug 2020
On Learning Language-Invariant Representations for Universal Machine Translation Hao Zhao Junjie Hu Andrej Risteski 22 8 0 11 Aug 2020
SemEval-2020 Task 9: Overview of Sentiment Analysis of Code-Mixed Tweets Parth Patwa Gustavo Aguilar Sudipta Kar S. Pandey Srinivas Pykl Björn Gambäck Tanmoy Chakraborty Thamar Solorio A. Das VLM 23 164 0 10 Aug 2020
NLPDove at SemEval-2020 Task 12: Improving Offensive Language Detection with Cross-lingual Transfer Hwijeen Ahn Jimin Sun Chan Young Park Jungyun Seo 18 26 0 04 Aug 2020
LT@Helsinki at SemEval-2020 Task 12: Multilingual or language-specific BERT? Marc Pàmies Emily Ohman Kaisla Kajava Jörg Tiedemann VLM 9 11 0 03 Aug 2020
Leveraging Adversarial Training in Self-Learning for Cross-Lingual Text Classification Xin Luna Dong Yaxin Zhu Yupeng Zhang Zuohui Fu Dongkuan Xu Sen Yang Gerard de Melo VLM 21 30 0 29 Jul 2020
FiSSA at SemEval-2020 Task 9: Fine-tuned For Feelings Bertelt Braaksma R. Scholtens Stan van Suijlekom Remy Wang A. Ustun 15 3 0 24 Jul 2020
Mono vs Multilingual Transformer-based Models: a Comparison across Several Language Tasks Diego de Vargas Feijó V. Moreira MILM 6 7 0 19 Jul 2020
Playing with Words at the National Library of Sweden -- Making a Swedish BERT Martin Malmsten Love Borjeson Chris Haffenden 11 124 0 03 Jul 2020
Cross-lingual Retrieval for Iterative Self-Supervised Training C. Tran Y. Tang Xian Li Jiatao Gu RALM 28 72 0 16 Jun 2020
Cross-Cultural Similarity Features for Cross-Lingual Transfer Learning of Pragmatically Motivated Tasks Jimin Sun Hwijeen Ahn Chan Young Park Yulia Tsvetkov David R. Mortensen 14 3 0 16 Jun 2020
Low-resource Languages: A Review of Past Work and Future Challenges Alexandre Magueresse Vincent Carles Evan Heetderks 20 162 0 12 Jun 2020
WikiBERT models: deep transfer learning for many languages S. Pyysalo Jenna Kanerva Antti Virtanen Filip Ginter KELM 20 38 0 02 Jun 2020
BERT Based Multilingual Machine Comprehension in English and Hindi Somil Gupta N. Khade 11 16 0 02 Jun 2020
Neural Entity Linking: A Survey of Models Based on Deep Learning Ozge Sevgili Artem Shelmanov Mikhail V. Arkhipov Alexander Panchenko Christian Biemann VLM 3DV AI4TS 8 118 0 31 May 2020
Med-BERT: pre-trained contextualized embeddings on large-scale structured electronic health records for disease prediction L. Rasmy Yang Xiang Z. Xie Cui Tao Degui Zhi AI4MH LM&MA 8 654 0 22 May 2020
Adversarial Alignment of Multilingual Models for Extracting Temporal Expressions from Text Lukas Lange Anastasiia Iurshina Heike Adel Jannik Strötgen 13 29 0 19 May 2020
Are All Languages Created Equal in Multilingual BERT? Shijie Wu Mark Dredze 8 316 0 18 May 2020
Parallel Corpus Filtering via Pre-trained Language Models Boliang Zhang Ajay Nagesh Kevin Knight 14 31 0 13 May 2020
Finding Universal Grammatical Relations in Multilingual BERT Ethan A. Chi John Hewitt Christopher D. Manning 13 151 0 09 May 2020
On the Limitations of Cross-lingual Encoders as Exposed by Reference-Free Machine Translation Evaluation Wei-Ye Zhao Goran Glavavs Maxime Peyrard Yang Gao Robert West Steffen Eger ELM 18 63 0 03 May 2020
An Accurate Model for Predicting the (Graded) Effect of Context in Word Similarity Based on Bert Wei Bao Hongshu Che Jiandong Zhang 14 11 0 03 May 2020
Sources of Transfer in Multilingual Named Entity Recognition David Mueller Nicholas Andrews Mark Dredze 20 20 0 02 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 Glavas 14 56 0 01 May 2020
Identifying Necessary Elements for BERT's Multilinguality Philipp Dufter Hinrich Schütze 20 17 0 01 May 2020
Can Multilingual Language Models Transfer to an Unseen Dialect? A Case Study on North African Arabizi Benjamin Muller Benoît Sagot Djamé Seddah 14 20 0 01 May 2020
Cross-lingual Entity Alignment with Incidental Supervision Muhao Chen Weijia Shi Ben Zhou Dan Roth 10 2 0 01 May 2020
MAD-X: An Adapter-Based Framework for Multi-Task Cross-Lingual Transfer Jonas Pfeiffer Ivan Vulić Iryna Gurevych Sebastian Ruder 28 609 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 27 14 0 30 Apr 2020
A Matter of Framing: The Impact of Linguistic Formalism on Probing Results Ilia Kuznetsov Iryna Gurevych 6 26 0 30 Apr 2020
A Call for More Rigor in Unsupervised Cross-lingual Learning Mikel Artetxe Sebastian Ruder Dani Yogatama Gorka Labaka Eneko Agirre 16 72 0 30 Apr 2020
MLSUM: The Multilingual Summarization Corpus Thomas Scialom Paul-Alexis Dray Sylvain Lamprier Benjamin Piwowarski Jacopo Staiano 17 172 0 30 Apr 2020
Universal Dependencies according to BERT: both more specific and more general Tomasz Limisiewicz Rudolf Rosa David Marevcek 4 18 0 30 Apr 2020
A Supervised Word Alignment Method based on Cross-Language Span Prediction using Multilingual BERT Masaaki Nagata Katsuki Chousa Masaaki Nishino 6 47 0 29 Apr 2020
End-to-End Slot Alignment and Recognition for Cross-Lingual NLU Weijia Xu Batool Haider Saab Mansour 6 148 0 29 Apr 2020
UDapter: Language Adaptation for Truly Universal Dependency Parsing A. Ustun Arianna Bisazza G. Bouma Gertjan van Noord 22 113 0 29 Apr 2020
Exploring Fine-tuning Techniques for Pre-trained Cross-lingual Models via Continual Learning Zihan Liu Genta Indra Winata Andrea Madotto Pascale Fung CLL 38 18 0 29 Apr 2020
Enhancing Answer Boundary Detection for Multilingual Machine Reading Comprehension Fei Yuan Linjun Shou X. Bai Ming Gong Yaobo Liang Nan Duan Yan Fu Daxin Jiang 6 23 0 29 Apr 2020
Evaluating Transformer-Based Multilingual Text Classification Sophie Groenwold Samhita Honnavalli Li-hsueh Ou Aesha Parekh Sharon Levy Diba Mirza William Yang Wang 9 2 0 29 Apr 2020
Extending Multilingual BERT to Low-Resource Languages Zihan Wang Karthikeyan K Stephen D. Mayhew Dan Roth VLM 6 126 0 28 Apr 2020
UXLA: A Robust Unsupervised Data Augmentation Framework for Zero-Resource Cross-Lingual NLP M Saiful Bari Tasnim Mohiuddin Shafiq R. Joty 26 24 0 28 Apr 2020
GLUECoS : An Evaluation Benchmark for Code-Switched NLP Simran Khanuja Sandipan Dandapat A. Srinivasan Sunayana Sitaram Monojit Choudhury ELM 11 138 0 26 Apr 2020
QURIOUS: Question Generation Pretraining for Text Generation Shashi Narayan Gonçalo Simães Ji Ma Hannah Craighead Ryan T. McDonald 23 15 0 23 Apr 2020
When and Why is Unsupervised Neural Machine Translation Useless? Yunsu Kim Miguel Graça Hermann Ney SSL 17 70 0 22 Apr 2020
A Study of Cross-Lingual Ability and Language-specific Information in Multilingual BERT Chi-Liang Liu Tsung-Yuan Hsu Yung-Sung Chuang Hung-yi Lee 26 14 0 20 Apr 2020
The State and Fate of Linguistic Diversity and Inclusion in the NLP World Pratik M. Joshi Sebastin Santy A. Budhiraja Kalika Bali Monojit Choudhury LMTD 8 798 0 20 Apr 2020