How multilingual is Multilingual BERT?

4 June 2019

Papers citing "How multilingual is Multilingual BERT?"

50 / 655 papers shown

Title
XLM-T: Multilingual Language Models in Twitter for Sentiment Analysis and Beyond Francesco Barbieri Luis Espinosa Anke Jose Camacho-Collados 79 213 0 25 Apr 2021
X-METRA-ADA: Cross-lingual Meta-Transfer Learning Adaptation to Natural Language Understanding and Question Answering Meryem M'hamdi Doo Soon Kim Franck Dernoncourt Trung Bui Xiang Ren Jonathan May 22 20 0 20 Apr 2021
skweak: Weak Supervision Made Easy for NLP Pierre Lison Jeremy Barnes A. Hubin 19 43 0 19 Apr 2021
Operationalizing a National Digital Library: The Case for a Norwegian Transformer Model P. Kummervold Javier de la Rosa Freddy Wetjen Svein Arne Brygfjeld 6 55 0 19 Apr 2021
UVCE-IIITT@DravidianLangTech-EACL2021: Tamil Troll Meme Classification: You need to Pay more Attention Siddhanth U Hegde Adeep Hande R. Priyadharshini Sajeetha Thavareesan Bharathi Raja Chakravarthi VLM 12 29 0 19 Apr 2021
IIITT@LT-EDI-EACL2021-Hope Speech Detection: There is always Hope in Transformers Karthik Puranik Adeep Hande R. Priyadharshini Sajeetha Thavareesan Bharathi Raja Chakravarthi 15 59 0 19 Apr 2021
AmericasNLI: Evaluating Zero-shot Natural Language Understanding of Pretrained Multilingual Models in Truly Low-resource Languages Abteen Ebrahimi Manuel Mager Arturo Oncevay Vishrav Chaudhary Luis Chiruzzo ... Graham Neubig Alexis Palmer Rolando A. Coto Solano Ngoc Thang Vu Katharina Kann 102 71 0 18 Apr 2021
CLIPScore: A Reference-free Evaluation Metric for Image Captioning Jack Hessel Ari Holtzman Maxwell Forbes Ronan Le Bras Yejin Choi CLIP 13 1,436 0 18 Apr 2021
Crossing the Conversational Chasm: A Primer on Natural Language Processing for Multilingual Task-Oriented Dialogue Systems E. Razumovskaia Goran Glavavs Olga Majewska E. Ponti Anna Korhonen Ivan Vulić 18 32 0 17 Apr 2021
A multilabel approach to morphosyntactic probing Naomi Tachikawa Shapiro Amandalynne Paullada Shane Steinert-Threlkeld 27 10 0 17 Apr 2021
A Million Tweets Are Worth a Few Points: Tuning Transformers for Customer Service Tasks Amir Hadifar Sofie Labat Véronique Hoste Chris Develder Thomas Demeester 23 4 0 16 Apr 2021
Multilingual Language Models Predict Human Reading Behavior Nora Hollenstein Federico Pirovano Ce Zhang Lena Jäger Lisa Beinborn VLM 22 45 0 12 Apr 2021
Fine-tuning Encoders for Improved Monolingual and Zero-shot Polylingual Neural Topic Modeling Aaron Mueller Mark Dredze 14 13 0 11 Apr 2021
DataOps for Societal Intelligence: a Data Pipeline for Labor Market Skills Extraction and Matching Damian Tamburri Willem-jan Van Den Heuvel Martin Garriga 11 31 0 05 Apr 2021
Exploring the Role of BERT Token Representations to Explain Sentence Probing Results Hosein Mohebbi Ali Modarressi Mohammad Taher Pilehvar MILM 11 23 0 03 Apr 2021
Bertinho: Galician BERT Representations David Vilares Marcos Garcia Carlos Gómez-Rodríguez 57 22 0 25 Mar 2021
Are Multilingual Models Effective in Code-Switching? Genta Indra Winata Samuel Cahyawijaya Zihan Liu Zhaojiang Lin Andrea Madotto Pascale Fung 23 70 0 24 Mar 2021
Code-Mixing on Sesame Street: Dawn of the Adversarial Polyglots Samson Tan Shafiq R. Joty AAML 21 35 0 17 Mar 2021
Multilingual Multimodal Pre-training for Zero-Shot Cross-Lingual Transfer of Vision-Language Models Po-Yao (Bernie) Huang Mandela Patrick Junjie Hu Graham Neubig Florian Metze Alexander G. Hauptmann MLLM VLM 19 56 0 16 Mar 2021
Multi-view Subword Regularization Xinyi Wang Sebastian Ruder Graham Neubig 19 45 0 15 Mar 2021
Multilingual Code-Switching for Zero-Shot Cross-Lingual Intent Prediction and Slot Filling Jitin Krishnan Antonios Anastasopoulos Hemant Purohit Huzefa Rangwala 43 41 0 13 Mar 2021
CANINE: Pre-training an Efficient Tokenization-Free Encoder for Language Representation J. Clark Dan Garrette Iulia Turc John Wieting 25 210 0 11 Mar 2021
Towards Multi-Sense Cross-Lingual Alignment of Contextual Embeddings Linlin Liu Thien Hai Nguyen Shafiq R. Joty Lidong Bing Luo Si 35 5 0 11 Mar 2021
LightMBERT: A Simple Yet Effective Method for Multilingual BERT Distillation Xiaoqi Jiao Yichun Yin Lifeng Shang Xin Jiang Xiao Chen Linlin Li Fang Wang Qun Liu 19 9 0 11 Mar 2021
Majority Voting with Bidirectional Pre-translation For Bitext Retrieval Alex Jones Derry Wijaya 14 6 0 10 Mar 2021
Vyākarana: A Colorless Green Benchmark for Syntactic Evaluation in Indic Languages Rajaswa Patil Jasleen Dhillon Siddhant Mahurkar Saumitra Kulkarni M. Malhotra V. Baths 15 1 0 01 Mar 2021
Bilingual Language Modeling, A transfer learning technique for Roman Urdu Usama Khalid M. O. Beg Muhammad Umair Arshad 19 3 0 22 Feb 2021
indicnlp@kgp at DravidianLangTech-EACL2021: Offensive Language Identification in Dravidian Languages K. Kedia Abhilash Nandy 11 23 0 14 Feb 2021
SJ_AJ@DravidianLangTech-EACL2021: Task-Adaptive Pre-Training of Multilingual BERT models for Offensive Language Identification Sai Muralidhar Jayanthi Akshat Gupta VLM 19 31 0 01 Feb 2021
Fine-tuning BERT-based models for Plant Health Bulletin Classification Shufan Jiang Rafael Angarita Stéphane Cormier Francis Rousseaux 6 2 0 29 Jan 2021
Semi-automatic Generation of Multilingual Datasets for Stance Detection in Twitter Elena Zotova Rodrigo Agerri German Rigau 26 19 0 28 Jan 2021
First Align, then Predict: Understanding the Cross-Lingual Ability of Multilingual BERT Benjamin Muller Yanai Elazar Benoît Sagot Djamé Seddah LRM 21 71 0 26 Jan 2021
Deep Subjecthood: Higher-Order Grammatical Features in Multilingual BERT Isabel Papadimitriou Ethan A. Chi Richard Futrell Kyle Mahowald 19 44 0 26 Jan 2021
Attention Can Reflect Syntactic Structure (If You Let It) Vinit Ravishankar Artur Kulmizev Mostafa Abdou Anders Søgaard Joakim Nivre 21 32 0 26 Jan 2021
El Volumen Louder Por Favor: Code-switching in Task-oriented Semantic Parsing Arash Einolghozati Abhinav Arora Lorena Sainz-Maza Lecanda Anuj Kumar Sonal Gupta 35 9 0 26 Jan 2021
Meta-Learning for Effective Multi-task and Multilingual Modelling Ishan Tarunesh Sushil Khyalia Vishwajeet Kumar Ganesh Ramakrishnan P. Jyothi 31 16 0 25 Jan 2021
Evaluating Multilingual Text Encoders for Unsupervised Cross-Lingual Retrieval Robert Litschko Ivan Vulić Simone Paolo Ponzetto Goran Glavavs 13 23 0 21 Jan 2021
Experimental Evaluation of Deep Learning models for Marathi Text Classification Atharva Kulkarni Meet Mandhane Manali Likhitkar G. Kshirsagar J. Jagdale Raviraj Joshi 39 28 0 13 Jan 2021
A Closer Look at Few-Shot Crosslingual Transfer: The Choice of Shots Matters Mengjie Zhao Yi Zhu Ehsan Shareghi Ivan Vulić Roi Reichart Anna Korhonen Hinrich Schütze 19 64 0 31 Dec 2020
How Good is Your Tokenizer? On the Monolingual Performance of Multilingual Language Models Phillip Rust Jonas Pfeiffer Ivan Vulić Sebastian Ruder Iryna Gurevych 69 235 0 31 Dec 2020
UNKs Everywhere: Adapting Multilingual Language Models to New Scripts Jonas Pfeiffer Ivan Vulić Iryna Gurevych Sebastian Ruder 22 126 0 31 Dec 2020
Evaluating Cross-Lingual Transfer Learning Approaches in Multilingual Conversational Agent Models Lizhen Tan O. Yu. Golovneva 40 2 0 07 Dec 2020
Towards Label-Agnostic Emotion Embeddings Sven Buechel Luise Modersohn U. Hahn 6 9 0 01 Dec 2020
Enhancing deep neural networks with morphological information Matej Klemen Luka Krsnik Marko Robnik-Šikonja 26 11 0 24 Nov 2020
CalibreNet: Calibration Networks for Multilingual Sequence Labeling Shining Liang Linjun Shou J. Pei Ming Gong Wanli Zuo Daxin Jiang 8 8 0 11 Nov 2020
Multilingual AMR-to-Text Generation Angela Fan Claire Gardent 4 32 0 10 Nov 2020
To What Degree Can Language Borders Be Blurred In BERT-based Multilingual Spoken Language Understanding? Q. Do Judith Gaspers Tobias Röding Melanie Bradford 12 4 0 10 Nov 2020
Low-Resource Adaptation of Neural NLP Models Farhad Nooralahzadeh 17 0 0 09 Nov 2020
Entity Linking in 100 Languages Jan A. Botha Zifei Shan D. Gillick VLM 12 78 0 05 Nov 2020
MTLB-STRUCT @PARSEME 2020: Capturing Unseen Multiword Expressions Using Multi-task Learning and Pre-trained Masked Language Models Shiva Taslimipoor S. Bahaadini E. Kochmar 6 26 0 04 Nov 2020