v1v2 (latest)

Massively Multilingual Sentence Embeddings for Zero-Shot Cross-Lingual Transfer and Beyond

26 December 2018

Mikel Artetxe

Holger Schwenk

3DV

ArXiv (abs)PDF HTML Github (3640★)

Papers citing "Massively Multilingual Sentence Embeddings for Zero-Shot Cross-Lingual Transfer and Beyond"

50 / 298 papers shown

Title
Marvelous Agglutinative Language Effect on Cross Lingual Transfer Learning Wooyoung Kim Chaerin Jo Minjung Kim Wooju Kim 26 1 0 08 Apr 2022
Probing Structured Pruning on Multilingual Pre-trained Models: Settings, Algorithms, and Efficiency Yanyang Li Fuli Luo Runxin Xu Songfang Huang Fei Huang Liwei Wang 69 3 0 06 Apr 2022
XTREME-S: Evaluating Cross-lingual Speech Representations Alexis Conneau Ankur Bapna Yu Zhang Min Ma Patrick von Platen ... Orhan Firat Michael Auli Sebastian Ruder Jason Riesa Melvin Johnson VLM AILaw ELM 155 22 0 21 Mar 2022
Combining Static and Contextualised Multilingual Embeddings Katharina Hämmerl Jindrich Libovický Alexander Fraser 76 11 0 17 Mar 2022
Cross-Lingual Ability of Multilingual Masked Language Models: A Study of Language Structure Yuan Chai Yaobo Liang Nan Duan LRM 66 23 0 16 Mar 2022
Can Synthetic Translations Improve Bitext Quality? Eleftheria Briakou Marine Carpuat 56 5 0 15 Mar 2022
What are the best systems? New perspectives on NLP Benchmarking Pierre Colombo Nathan Noiry Ekhine Irurozki Stephan Clémençon 201 42 0 08 Feb 2022
Learning How to Translate North Korean through South Korean Hwichan Kim Sangwhan Moon Naoaki Okazaki Mamoru Komachi 62 3 0 27 Jan 2022
Linguistically-driven Multi-task Pre-training for Low-resource Neural Machine Translation Zhuoyuan Mao Chenhui Chu Sadao Kurohashi 37 7 0 20 Jan 2022
Frame Shift Prediction Zheng-Xin Yong Patrick Watson Tiago Timponi Torrent Oliver Czulo Collin F. Baker 41 3 0 05 Jan 2022
On Cross-Lingual Retrieval with Multilingual Text Encoders Robert Litschko Ivan Vulić Simone Paolo Ponzetto Goran Glavaš 81 38 0 21 Dec 2021
Lex Rosetta: Transfer of Predictive Models Across Languages, Jurisdictions, and Legal Domains Jaromír Šavelka Hannes Westermann Karim Benyekhlef Charlotte S. Alexander Jayla C. Grant ... Matthias Grabmair Jakub Harasta Tereza Novotná Elizabeth Tippett Shiwanni Johnson AILaw 62 24 0 15 Dec 2021
Embedding Arithmetic of Multimodal Queries for Image Retrieval Guillaume Couairon Matthieu Cord Matthijs Douze Holger Schwenk 84 24 0 06 Dec 2021
BitextEdit: Automatic Bitext Editing for Improved Low-Resource Machine Translation Eleftheria Briakou Sida Wang Luke Zettlemoyer Marjan Ghazvininejad 36 5 0 12 Nov 2021
Training Cross-Lingual embeddings for Setswana and Sepedi Mack Makgatho Vukosi Marivate T. Sefara Valencia Wagner AI4TS 58 3 0 11 Nov 2021
Cross-language Information Retrieval P. Galuscáková Douglas W. Oard Suraj Nair 61 0 0 10 Nov 2021
PhoMT: A High-Quality and Large-Scale Benchmark Dataset for Vietnamese-English Machine Translation Long Doan L. T. Nguyen Nguyen Luong Tran T. Hoang Dat Quoc Nguyen 75 25 0 23 Oct 2021
Improved Multilingual Language Model Pretraining for Social Media Text via Translation Pair Prediction Shubhanshu Mishra A. Haghighi VLM 43 4 0 20 Oct 2021
A Multilingual Bag-of-Entities Model for Zero-Shot Cross-Lingual Text Classification Sosuke Nishikawa Ikuya Yamada Yoshimasa Tsuruoka Isao Echizen VLM 87 5 0 15 Oct 2021
An Empirical Investigation of Multi-bridge Multilingual NMT models Anoop Kunchukuttan 103 3 0 14 Oct 2021
Global Explainability of BERT-Based Evaluation Metrics by Disentangling along Linguistic Factors Marvin Kaster Wei Zhao Steffen Eger 111 26 0 08 Oct 2021
Clustering and Network Analysis for the Embedding Spaces of Sentences and Sub-Sentences Yuan An Alexander Kalinowski Jane Greenberg 44 1 0 02 Oct 2021
SlovakBERT: Slovak Masked Language Model Matúš Pikuliak Stefan Grivalsky Martin Konopka Miroslav Blšták Martin Tamajka Viktor Bachratý Marian Simko Pavol Balázik Michal Trnka Filip Uhlárik 66 27 0 30 Sep 2021
Cross-lingual Intermediate Fine-tuning improves Dialogue State Tracking Nikita Moghe Mark Steedman Alexandra Birch 105 13 0 28 Sep 2021
Rumour Detection via Zero-shot Cross-lingual Transfer Learning Lin Tian Xiuzhen Zhang Jey Han Lau 66 13 0 27 Sep 2021
JobBERT: Understanding Job Titles through Skills Jens-Joris Decorte Jeroen Van Hautte Thomas Demeester Chris Develder 67 25 0 20 Sep 2021
Language Models are Few-shot Multilingual Learners Genta Indra Winata Andrea Madotto Zhaojiang Lin Rosanne Liu J. Yosinski Pascale Fung ELM LRM 115 138 0 16 Sep 2021
Towards Zero-shot Cross-lingual Image Retrieval and Tagging Pranav Aggarwal Ritiz Tambi Ajinkya Kale VLM 89 6 0 15 Sep 2021
A Simple and Effective Method To Eliminate the Self Language Bias in Multilingual Representations Ziyi Yang Yinfei Yang Daniel Cer Eric F. Darve 80 24 0 10 Sep 2021
Discrete and Soft Prompting for Multilingual Models Mengjie Zhao Hinrich Schütze LRM 92 72 0 08 Sep 2021
MultiEURLEX -- A multi-lingual and multi-label legal document classification dataset for zero-shot cross-lingual transfer Ilias Chalkidis Manos Fergadiotis Ion Androutsopoulos AILaw 104 111 0 02 Sep 2021
Survey of Low-Resource Machine Translation Barry Haddow Rachel Bawden Antonio Valerio Miceli Barone Jindvrich Helcl Alexandra Birch AIMat 118 162 0 01 Sep 2021
Aligning Cross-lingual Sentence Representations with Dual Momentum Contrast Liang Wang Wei Zhao Jingming Liu 69 14 0 01 Sep 2021
Sentence Bottleneck Autoencoders from Transformer Language Models Ivan Montero Nikolaos Pappas Noah A. Smith AI4CE 81 29 0 31 Aug 2021
mMARCO: A Multilingual Version of the MS MARCO Passage Ranking Dataset L. Bonifacio Vitor Jeronymo Hugo Queiroz Abonizio Israel Campiotti Marzieh Fadaee R. Lotufo Rodrigo Nogueira 103 113 0 31 Aug 2021
Code-switched inspired losses for generic spoken dialog representations E. Chapuis Pierre Colombo Matthieu Labeau Chloe Clave 177 12 0 27 Aug 2021
Metric Learning in Multilingual Sentence Similarity Measurement for Document Alignment Charith Rajitha Lakmali Piyarathne Dilan Sachintha Surangika Ranathunga 78 3 0 21 Aug 2021
Cross-lingual Capsule Network for Hate Speech Detection in Social Media Aiqi Jiang A. Zubiaga 57 14 0 06 Aug 2021
Integrating Unsupervised Data Generation into Self-Supervised Neural Machine Translation for Low-Resource Languages Dana Ruiter Dietrich Klakow Josef van Genabith C. España-Bonet 72 9 0 19 Jul 2021
A Survey on Low-Resource Neural Machine Translation Rui Wang Xu Tan Renqian Luo Tao Qin Tie-Yan Liu 3DV 98 61 0 09 Jul 2021
A Primer on Pretrained Multilingual Language Models Sumanth Doddapaneni Gowtham Ramesh Mitesh M. Khapra Anoop Kunchukuttan Pratyush Kumar LRM 115 76 0 01 Jul 2021
XLM-E: Cross-lingual Language Model Pre-training via ELECTRA Zewen Chi Shaohan Huang Li Dong Shuming Ma Bo Zheng ... Payal Bajaj Xia Song Xian-Ling Mao Heyan Huang Furu Wei 104 121 0 30 Jun 2021
Exploiting Parallel Corpora to Improve Multilingual Embedding based Document and Sentence Alignment Dilan Sachintha Lakmali Piyarathna Charith Rajitha Surangika Ranathunga 58 3 0 12 Jun 2021
LAWDR: Language-Agnostic Weighted Document Representations from Pre-trained Models Hongyu Gong Vishrav Chaudhary Yuqing Tang Francisco Guzmán 37 3 0 07 Jun 2021
How to Adapt Your Pretrained Multilingual Model to 1600 Languages Abteen Ebrahimi Katharina Kann LRM VLM 98 70 0 03 Jun 2021
A Dataset and Baselines for Multilingual Reply Suggestion Mozhi Zhang Wei Wang Budhaditya Deb Guoqing Zheng Milad Shokouhi Ahmed Hassan Awadallah LRM 56 8 0 03 Jun 2021
Claim Matching Beyond English to Scale Global Fact-Checking Ashkan Kazemi Kiran Garimella Devin Gaffney Scott A. Hale 77 60 0 01 Jun 2021
Beyond Noise: Mitigating the Impact of Fine-grained Semantic Divergences on Neural Machine Translation Eleftheria Briakou Marine Carpuat 51 14 0 31 May 2021
Pre-training Universal Language Representation Yian Li Hai Zhao SSL 62 8 0 30 May 2021
Learning Domain-Specialised Representations for Cross-Lingual Biomedical Entity Linking Fangyu Liu Ivan Vulić Anna Korhonen Nigel Collier 83 49 0 30 May 2021