How multilingual is Multilingual BERT?

4 June 2019

Papers citing "How multilingual is Multilingual BERT?"

50 / 671 papers shown

Title
On Negative Interference in Multilingual Models: Findings and A Meta-Learning Treatment Zirui Wang Zachary Chase Lipton Yulia Tsvetkov 88 32 0 06 Oct 2020
Cross-Lingual Text Classification with Minimal Resources by Transferring a Sparse Teacher Giannis Karamanolakis Daniel J. Hsu Luis Gravano VLM 71 17 0 06 Oct 2020
Participatory Research for Low-resourced Machine Translation: A Case Study in African Languages W. Nekoto Vukosi Marivate T. Matsila Timi E. Fasubaa T. Kolawole ... A. Olabiyi A. Ramkilowan A. Oktem Adewale Akinfaderin Abdallah Bashir 98 211 0 05 Oct 2020
Cross-Lingual Transfer Learning for Complex Word Identification George-Eduard Zaharia Dumitru-Clementin Cercel M. Dascalu 47 13 0 02 Oct 2020
Which *BERT? A Survey Organizing Contextualized Encoders Patrick Xia Shijie Wu Benjamin Van Durme 62 50 0 02 Oct 2020
STIL -- Simultaneous Slot Filling, Translation, Intent Classification, and Language Identification: Initial Results using mBART on MultiATIS++ Jack G. M. FitzGerald 69 13 0 02 Oct 2020
Evaluating Multilingual BERT for Estonian Claudia Kittask Kirill Milintsevich Kairit Sirts 44 8 0 01 Oct 2020
Cross-lingual Spoken Language Understanding with Regularized Representation Alignment Zihan Liu Genta Indra Winata Peng Xu Zhaojiang Lin Pascale Fung 114 15 0 30 Sep 2020
Parsing with Multilingual BERT, a Small Corpus, and a Small Treebank Ethan C. Chau Lucy H. Lin Noah A. Smith 96 15 0 29 Sep 2020
Deep Transformers with Latent Depth Xian Li Asa Cooper Stickland Yuqing Tang X. Kong 71 23 0 28 Sep 2020
What does it mean to be language-agnostic? Probing multilingual sentence encoders for typological properties Rochelle Choenni Ekaterina Shutova 104 37 0 27 Sep 2020
Preserving Integrity in Online Social Networks A. Halevy Cristian Canton Ferrer Hao Ma Umut Ozertem Patrick Pantel Marzieh Saeidi Fabrizio Silvestri Ves Stoyanov 65 59 0 22 Sep 2020
COMET: A Neural Framework for MT Evaluation Ricardo Rei Craig Alan Stewart Ana C. Farinha A. Lavie 182 1,099 0 18 Sep 2020
More Embeddings, Better Sequence Labelers? Xinyu Wang Yong Jiang Nguyen Bach Tao Wang Zhongqiang Huang Fei Huang Kewei Tu 53 10 0 17 Sep 2020
Cascaded Models for Better Fine-Grained Named Entity Recognition Parul Awasthy Taesun Moon Jian Ni Radu Florian 30 2 0 15 Sep 2020
Improving Indonesian Text Classification Using Multilingual Language Model Ilham Firdausi Putra Ayu Purwarianti 38 7 0 12 Sep 2020
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 74 20 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 72 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 129 180 0 21 Aug 2020
Inducing Language-Agnostic Multilingual Representations Wei Zhao Steffen Eger Johannes Bjerva Isabelle Augenstein 78 65 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 26 4 0 13 Aug 2020
On Learning Language-Invariant Representations for Universal Machine Translation Hao Zhao Junjie Hu Andrej Risteski 106 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 91 168 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 67 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 52 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 83 30 0 29 Jul 2020
FiSSA at SemEval-2020 Task 9: Fine-tuned For Feelings Bertelt Braaksma R. Scholtens Stan van Suijlekom Remy Wang Ahmet Üstün 63 3 0 24 Jul 2020
Mono vs Multilingual Transformer-based Models: a Comparison across Several Language Tasks Diego de Vargas Feijó V. Moreira MILM 29 7 0 19 Jul 2020
Playing with Words at the National Library of Sweden -- Making a Swedish BERT Martin Malmsten Love Borjeson Chris Haffenden 70 126 0 03 Jul 2020
Cross-lingual Retrieval for Iterative Self-Supervised Training C. Tran Y. Tang Xian Li Jiatao Gu RALM 70 75 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 36 3 0 16 Jun 2020
Low-resource Languages: A Review of Past Work and Future Challenges Alexandre Magueresse Vincent Carles Evan Heetderks 99 177 0 12 Jun 2020
WikiBERT models: deep transfer learning for many languages S. Pyysalo Jenna Kanerva Antti Virtanen Filip Ginter KELM 89 38 0 02 Jun 2020
BERT Based Multilingual Machine Comprehension in English and Hindi Somil Gupta N. Khade 47 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 135 123 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 104 702 0 22 May 2020
Adversarial Alignment of Multilingual Models for Extracting Temporal Expressions from Text Lukas Lange Anastasiia Iurshina Heike Adel Jannik Strötgen 71 29 0 19 May 2020
Are All Languages Created Equal in Multilingual BERT? Shijie Wu Mark Dredze 84 324 0 18 May 2020
Parallel Corpus Filtering via Pre-trained Language Models Boliang Zhang Ajay Nagesh Kevin Knight 76 31 0 13 May 2020
Finding Universal Grammatical Relations in Multilingual BERT Ethan A. Chi John Hewitt Christopher D. Manning 70 151 0 09 May 2020
On the Limitations of Cross-lingual Encoders as Exposed by Reference-Free Machine Translation Evaluation Wei Zhao Goran Glavaš Maxime Peyrard Yang Gao Robert West Steffen Eger ELM 108 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 23 11 0 03 May 2020
Sources of Transfer in Multilingual Named Entity Recognition David Mueller Nicholas Andrews Mark Dredze 55 21 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 Glavaš 76 58 0 01 May 2020
Identifying Necessary Elements for BERT's Multilinguality Philipp Dufter Hinrich Schütze 75 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 49 21 0 01 May 2020
Cross-lingual Entity Alignment with Incidental Supervision Muhao Chen Weijia Shi Ben Zhou Dan Roth 74 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 146 631 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 91 14 0 30 Apr 2020
A Matter of Framing: The Impact of Linguistic Formalism on Probing Results Ilia Kuznetsov Iryna Gurevych 49 26 0 30 Apr 2020