Zero-Shot Cross-lingual Classification Using Multilingual Neural Machine Translation

12 September 2018

Papers citing "Zero-Shot Cross-lingual Classification Using Multilingual Neural Machine Translation"

31 / 31 papers shown

Title
Cross-lingual Aspect-Based Sentiment Analysis: A Survey on Tasks, Approaches, and ChallengesInformation Fusion (Inf. Fusion), 2025 Jakub Šmíd Pavel Král 68 5 0 13 Aug 2025
Out-of-Distribution Generalization in Text Classification: Past, Present, and Future Linyi Yang Yangqiu Song Xuan Ren Chenyang Lyu Yidong Wang Lingqiao Liu Yongfeng Zhang Jennifer Foster Yue Zhang OOD 246 3 0 23 May 2023
Retrofitting Multilingual Sentence Embeddings with Abstract Meaning RepresentationConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Deng Cai Xin Li Jackie Chun-Sing Ho Lidong Bing W. Lam 131 7 0 18 Oct 2022
MASSIVE: A 1M-Example Multilingual Natural Language Understanding Dataset with 51 Typologically-Diverse LanguagesAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Jack G. M. FitzGerald C. Hench Charith Peris Scott Mackie Kay Rottmann ... Laurie Crist Misha Britan Wouter Leeuwis Gokhan Tur Premkumar Natarajan 191 165 0 18 Apr 2022
mSLAM: Massively multilingual joint pre-training for speech and text Ankur Bapna Colin Cherry Yu Zhang Ye Jia Melvin Johnson Yong Cheng Simran Khanuja Jason Riesa Alexis Conneau VLM 128 121 0 03 Feb 2022
Zero-Shot Cross-Lingual Transfer in Legal Domain Using Transformer Models Zein Shaheen G. Wohlgenannt Dmitry Muromtsev AILaw VLM 113 3 0 28 Nov 2021
Multilingual Document-Level Translation Enables Zero-Shot Transfer From Sentences to Documents Biao Zhang Ankur Bapna Melvin Johnson A. Dabirmoghaddam N. Arivazhagan Orhan Firat 128 15 0 21 Sep 2021
Translate & Fill: Improving Zero-Shot Multilingual Semantic Parsing with Synthetic DataConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 Massimo Nicosia Zhongdi Qu Yasemin Altun 128 26 0 09 Sep 2021
Code-switched inspired losses for generic spoken dialog representationsConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 E. Chapuis Pierre Colombo Matthieu Labeau Chloe Clave 310 12 0 27 Aug 2021
Are the Multilingual Models Better? Improving Czech Sentiment with TransformersRecent Advances in Natural Language Processing (RANLP), 2021 Pavel Přibáň J. Steinberger 122 11 0 24 Aug 2021
Modelling Latent Translations for Cross-Lingual Transfer Edoardo Ponti Julia Kreutzer Ivan Vulić Siva Reddy 214 21 0 23 Jul 2021
Soft Layer Selection with Meta-Learning for Zero-Shot Cross-Lingual Transfer Weijia Xu Batool Haider Jason Krone Saab Mansour 128 7 0 21 Jul 2021
MergeDistill: Merging Pre-trained Language Models using DistillationFindings (Findings), 2021 Simran Khanuja Melvin Johnson Partha P. Talukdar 173 15 0 05 Jun 2021
Improving Cross-Lingual Reading Comprehension with Self-Training Wei-Ping Huang Chien-yu Huang Hung-yi Lee LRM 136 1 0 08 May 2021
Multilingual Code-Switching for Zero-Shot Cross-Lingual Intent Prediction and Slot Filling Jitin Krishnan Antonios Anastasopoulos Hemant Purohit Huzefa Rangwala 202 43 0 13 Mar 2021
Universal Sentence Representation Learning with Conditional Masked Language ModelConference on Empirical Methods in Natural Language Processing (EMNLP), 2020 Ziyi Yang Yinfei Yang Daniel Cer Jax Law Eric F. Darve SSL 243 60 0 28 Dec 2020
Learning Contextualised Cross-lingual Word Embeddings and Alignments for Extremely Low-Resource Languages Using Parallel Corpora Takashi Wada Tomoharu Iwata Yuji Matsumoto Timothy Baldwin Jey Han Lau 266 8 0 27 Oct 2020
Discriminative Nearest Neighbor Few-Shot Intent Detection by Transferring Natural Language InferenceConference on Empirical Methods in Natural Language Processing (EMNLP), 2020 Jianguo Zhang Kazuma Hashimoto Wenhao Liu Chien-Sheng Wu Yao Wan Philip S. Yu R. Socher Caiming Xiong 178 98 0 25 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
End-to-End Slot Alignment and Recognition for Cross-Lingual NLUConference on Empirical Methods in Natural Language Processing (EMNLP), 2020 Weijia Xu Batool Haider Saab Mansour 204 162 0 29 Apr 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 511 1,056 0 24 Mar 2020
Aligning Cross-Lingual Entities with Multi-Aspect InformationConference on Empirical Methods in Natural Language Processing (EMNLP), 2019 Hsiu-Wei Yang Yanyan Zou Peng Shi Wei Lu Jimmy J. Lin Xu Sun 175 168 0 15 Oct 2019
Machine Translation for Machines: the Sentiment Classification Use CaseConference on Empirical Methods in Natural Language Processing (EMNLP), 2019 Amirhossein Tebbifakhr L. Bentivogli Matteo Negri Marco Turchi 117 12 0 01 Oct 2019
Investigating Multilingual NMT Representations at ScaleConference on Empirical Methods in Natural Language Processing (EMNLP), 2019 Sneha Kudugunta Ankur Bapna Isaac Caswell N. Arivazhagan Orhan Firat LRM 320 130 0 05 Sep 2019
Evaluating the Cross-Lingual Effectiveness of Massively Multilingual Neural Machine TranslationAAAI Conference on Artificial Intelligence (AAAI), 2019 Aditya Siddhant Melvin Johnson Henry Tsai N. Arivazhagan Jason Riesa Ankur Bapna Orhan Firat Karthik Raman 144 73 0 01 Sep 2019
Towards Interlingua Neural Machine Translation Carlos Escolano Marta R. Costa-jussá José A. R. Fonollosa CLL AI4CE 105 23 0 15 May 2019
Massively Multilingual Neural Machine TranslationNorth American Chapter of the Association for Computational Linguistics (NAACL), 2019 Roee Aharoni Melvin Johnson Orhan Firat LRM AI4CE 507 516 0 28 Feb 2019
Cross-lingual Language Model Pretraining Guillaume Lample Alexis Conneau 783 2,877 0 22 Jan 2019
Cross-Lingual Transfer Learning for Multilingual Task Oriented Dialog Sebastian Schuster S. Gupta Rushin Shah M. Lewis 173 306 0 31 Oct 2018
Learning Cross-Lingual Sentence Representations via a Multi-task Dual-Encoder Model Muthuraman Chidambaram Yinfei Yang Daniel Cer Steve Yuan Yun-hsuan Sung B. Strope R. Kurzweil SSL 246 126 0 30 Oct 2018
(Self-Attentive) Autoencoder-based Universal Language Representation for Machine Translation Carlos Escolano Marta R. Costa-jussá José A. R. Fonollosa SSL 83 8 0 15 Oct 2018