Zero-shot cross-lingual transfer language selection using linguistic similarity

31 January 2023

Papers citing "Zero-shot cross-lingual transfer language selection using linguistic similarity"

36 / 36 papers shown

Title
Transfer Language Selection for Zero-Shot Cross-Lingual Abusive Language Detection J. Eronen M. Ptaszynski Fumito Masui Masaki Arata Gniewosz Leliwa Michal Wroczynski 58 32 0 02 Jun 2022
Improving Classifier Training Efficiency for Automatic Cyberbullying Detection with Feature Density J. Eronen M. Ptaszynski Fumito Masui Aleksander Smywiński-Pohl Gniewosz Leliwa Michal Wroczynski 65 35 0 02 Nov 2021
Cross-lingual Offensive Language Identification for Low Resource Languages: The Case of Marathi Saurabh Gaikwad Tharindu Ranasinghe Marcos Zampieri Christopher Homan 73 65 0 08 Sep 2021
Revisiting the Primacy of English in Zero-shot Cross-lingual Transfer Iulia Turc Kenton Lee Jacob Eisenstein Ming-Wei Chang Kristina Toutanova 39 58 0 30 Jun 2021
XTREME-R: Towards More Challenging and Nuanced Multilingual Evaluation Sebastian Ruder Noah Constant Jan A. Botha Aditya Siddhant Orhan Firat ... Pengfei Liu Junjie Hu Dan Garrette Graham Neubig Melvin Johnson ELM AAML LRM 76 188 0 15 Apr 2021
Multilingual and cross-lingual document classification: A meta-learning approach Niels van der Heijden H. Yannakoudakis Pushkar Mishra Ekaterina Shutova VLM 68 24 0 27 Jan 2021
Cross-Lingual Named Entity Recognition Using Parallel Corpus: A New Approach Using XLM-RoBERTa Alignment Bing Li Yujie He Wenjin Xu 64 24 0 26 Jan 2021
Model Selection for Cross-Lingual Transfer Yang Chen Alan Ritter 76 12 0 13 Oct 2020
The Multilingual Amazon Reviews Corpus Phillip Keung Y. Lu György Szarvas Noah A. Smith 75 202 0 06 Oct 2020
Universal Dependencies v2: An Evergrowing Multilingual Treebank Collection Joakim Nivre M. Marneffe Filip Ginter Jan Hajivc Christopher D. Manning S. Pyysalo Sebastian Schuster Francis M. Tyers Daniel Zeman VLM 54 516 0 22 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 120 856 0 20 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 86 350 0 03 Apr 2020
XTREME: A Massively Multilingual Multi-task Benchmark for Evaluating Cross-lingual Generalization Junjie Hu Sebastian Ruder Aditya Siddhant Graham Neubig Orhan Firat Melvin Johnson ELM 183 975 0 24 Mar 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 156 612 0 10 Mar 2020
Zero-Shot Cross-Lingual Transfer with Meta Learning Farhad Nooralahzadeh Giannis Bekoulis Johannes Bjerva Isabelle Augenstein FedML 64 113 0 05 Mar 2020
Cross-Lingual Ability of Multilingual BERT: An Empirical Study Karthikeyan K Zihan Wang Stephen D. Mayhew Dan Roth LRM 73 339 0 17 Dec 2019
Towards Lingua Franca Named Entity Recognition with BERT Taesun Moon Parul Awasthy Jian Ni Radu Florian 45 29 0 19 Nov 2019
Unsupervised Cross-lingual Representation Learning at Scale Alexis Conneau Kartikay Khandelwal Naman Goyal Vishrav Chaudhary Guillaume Wenzek Francisco Guzmán Edouard Grave Myle Ott Luke Zettlemoyer Veselin Stoyanov 228 6,585 0 05 Nov 2019
A Survey on Recent Advances in Named Entity Recognition from Deep Learning models Vikas Yadav Steven Bethard 3DV 63 594 0 25 Oct 2019
Entity Projection via Machine Translation for Cross-Lingual NER Alankar Jain Bhargavi Paranjape Zachary Chase Lipton 53 70 0 31 Aug 2019
RoBERTa: A Robustly Optimized BERT Pretraining Approach Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy M. Lewis Luke Zettlemoyer Veselin Stoyanov AIMat 674 24,528 0 26 Jul 2019
How multilingual is Multilingual BERT? Telmo Pires Eva Schlinger Dan Garrette LRM VLM 159 1,411 0 04 Jun 2019
Choosing Transfer Languages for Cross-Lingual Learning Yu-Hsiang Lin Chian-Yu Chen Jean Lee Zirui Li Yuyan Zhang ... Zhisong Zhang Xuezhe Ma Antonios Anastasopoulos Patrick Littell Graham Neubig 91 233 0 29 May 2019
Beto, Bentz, Becas: The Surprising Cross-Lingual Effectiveness of BERT Shijie Wu Mark Dredze VLM SSeg 102 679 0 19 Apr 2019
BERT Post-Training for Review Reading Comprehension and Aspect-based Sentiment Analysis Hu Xu Bing-Quan Liu Lei Shu Philip S. Yu 50 700 0 03 Apr 2019
75 Languages, 1 Model: Parsing Universal Dependencies Universally Dan Kondratyuk Milan Straka 81 264 0 03 Apr 2019
Cross-lingual Language Model Pretraining Guillaume Lample Alexis Conneau 98 2,749 0 22 Jan 2019
A Survey on Deep Learning for Named Entity Recognition Junlin Li Aixin Sun Jianglei Han Chenliang Li 3DV 91 1,168 0 22 Dec 2018
Few-shot classification in Named Entity Recognition Task Alexander Fritzler V. Logacheva M. Kretov 63 199 0 14 Dec 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 95,114 0 11 Oct 2018
Modeling Language Variation and Universals: A Survey on Typological Linguistics for Natural Language Processing Edoardo Ponti Helen O'Horan Yevgeni Berzak Ivan Vulić Roi Reichart Thierry Poibeau Ekaterina Shutova Anna Korhonen 64 140 0 02 Jul 2018
Are All Languages Equally Hard to Language-Model? Ryan Cotterell Sabrina J. Mielke Jason Eisner Brian Roark 64 97 0 10 Jun 2018
Cross-lingual, Character-Level Neural Morphological Tagging Ryan Cotterell G. Heigold CLIP 62 73 0 30 Aug 2017
Learning Language Representations for Typology Prediction Chaitanya Malaviya Graham Neubig Patrick Littell 80 109 0 29 Jul 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 728 132,199 0 12 Jun 2017
Google's Multilingual Neural Machine Translation System: Enabling Zero-Shot Translation Melvin Johnson M. Schuster Quoc V. Le M. Krikun Yonghui Wu ... F. Viégas Martin Wattenberg Gregory S. Corrado Macduff Hughes Jeffrey Dean 122 2,096 0 14 Nov 2016