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"

48 / 298 papers shown

Title
On the Importance of Word Order Information in Cross-lingual Sequence Labeling Zihan Liu Genta Indra Winata Samuel Cahyawijaya Andrea Madotto Zhaojiang Lin Pascale Fung 119 3 0 30 Jan 2020
PMIndia -- A Collection of Parallel Corpora of Languages of India Barry Haddow Faheem Kirefu 53 103 0 27 Jan 2020
Deep Learning for Hindi Text Classification: A Comparison Ramchandra Joshi Purvi Goel Raviraj Joshi VLM 59 40 0 19 Jan 2020
Generative Adversarial Zero-Shot Relational Learning for Knowledge Graphs Pengda Qin Xin Eric Wang Wenhu Chen Chunyun Zhang Weiran Xu William Yang Wang GAN 93 85 0 08 Jan 2020
A Comprehensive Survey of Multilingual Neural Machine Translation Raj Dabre Chenhui Chu Anoop Kunchukuttan LRM 116 33 0 04 Jan 2020
An Empirical Study of Factors Affecting Language-Independent Models Xiaotong Liu Yingbei Tong Anbang Xu Rama Akkiraju 32 0 0 30 Dec 2019
A Comparison of Architectures and Pretraining Methods for Contextualized Multilingual Word Embeddings Niels van der Heijden Samira Abnar Ekaterina Shutova 69 16 0 15 Dec 2019
FlauBERT: Unsupervised Language Model Pre-training for French Hang Le Loïc Vial Jibril Frej Vincent Segonne Maximin Coavoux Benjamin Lecouteux A. Allauzen Benoît Crabbé Laurent Besacier D. Schwab AI4CE 111 401 0 11 Dec 2019
Automatic Spanish Translation of the SQuAD Dataset for Multilingual Question Answering C. Carrino Marta R. Costa-jussá José A. R. Fonollosa 69 89 0 11 Dec 2019
GeBioToolkit: Automatic Extraction of Gender-Balanced Multilingual Corpus of Wikipedia Biographies Marta R. Costa-jussá P. Lin C. España-Bonet SyDa 64 25 0 10 Dec 2019
Massive vs. Curated Word Embeddings for Low-Resourced Languages. The Case of Yorùbá and Twi Jesujoba Oluwadara Alabi Kwabena Amponsah-Kaakyire David Ifeoluwa Adelani C. España-Bonet 92 53 0 05 Dec 2019
COSTRA 1.0: A Dataset of Complex Sentence Transformations P. Barancíková Ondrej Bojar 48 7 0 03 Dec 2019
hauWE: Hausa Words Embedding for Natural Language Processing Idris Abdulmumin B. Galadanci 58 15 0 25 Nov 2019
CCMatrix: Mining Billions of High-Quality Parallel Sentences on the WEB Holger Schwenk Guillaume Wenzek Sergey Edunov Edouard Grave Armand Joulin 96 263 0 10 Nov 2019
Can Monolingual Pretrained Models Help Cross-Lingual Classification? Zewen Chi Li Dong Furu Wei Xian-Ling Mao Heyan Huang LRM VLM 104 13 0 10 Nov 2019
A Bilingual Generative Transformer for Semantic Sentence Embedding John Wieting Graham Neubig Taylor Berg-Kirkpatrick 78 29 0 10 Nov 2019
CCAligned: A Massive Collection of Cross-Lingual Web-Document Pairs Ahmed El-Kishky Vishrav Chaudhary Francisco Guzman Philipp Koehn 114 200 0 10 Nov 2019
Evaluation of Sentence Representations in Polish Slawomir Dadas Michal Perelkiewicz Rafal Poswiata 184 16 0 25 Oct 2019
Exploring Multilingual Syntactic Sentence Representations Chen Cecilia Liu Anderson de Andrade Muhammad Osama 29 4 0 25 Oct 2019
Wasserstein distances for evaluating cross-lingual embeddings Georgios Balikas Karanjit S Kooner 31 1 0 24 Oct 2019
Facebook AI's WAT19 Myanmar-English Translation Task Submission Peng-Jen Chen Jiajun Shen Matt Le Vishrav Chaudhary Ahmed El-Kishky Guillaume Wenzek Myle Ott MarcÁurelio Ranzato 40 29 0 15 Oct 2019
Aligning Cross-Lingual Entities with Multi-Aspect Information Hsiu-Wei Yang Yanyan Zou Peng Shi Wei Lu Jimmy J. Lin Xu Sun 99 148 0 15 Oct 2019
Cross-lingual Alignment vs Joint Training: A Comparative Study and A Simple Unified Framework Zirui Wang Jiateng Xie Ruochen Xu Yiming Yang Graham Neubig J. Carbonell 98 79 0 10 Oct 2019
Simple and Effective Paraphrastic Similarity from Parallel Translations John Wieting Kevin Gimpel Graham Neubig Taylor Berg-Kirkpatrick 87 49 0 30 Sep 2019
Regressing Word and Sentence Embeddings for Regularization of Neural Machine Translation Inigo Jauregi Unanue E. Z. Borzeshi Massimo Piccardi AI4TS 42 0 0 30 Sep 2019
HateMonitors: Language Agnostic Abuse Detection in Social Media Punyajoy Saha Binny Mathew Pawan Goyal Animesh Mukherjee 50 28 0 27 Sep 2019
Cross-Lingual Natural Language Generation via Pre-Training Zewen Chi Li Dong Furu Wei Wenhui Wang Xian-Ling Mao Heyan Huang 101 138 0 23 Sep 2019
Does BERT Make Any Sense? Interpretable Word Sense Disambiguation with Contextualized Embeddings Gregor Wiedemann Steffen Remus Avi Chawla Chris Biemann 106 176 0 23 Sep 2019
Enriching BERT with Knowledge Graph Embeddings for Document Classification Malte Ostendorff Peter Bourgonje Maria Berger J. Moreno-Schneider Georg Rehm Bela Gipp 69 82 0 18 Sep 2019
Bridging the domain gap in cross-lingual document classification Guokun Lai Barlas Oğuz Yiming Yang Veselin Stoyanov VLM 67 14 0 16 Sep 2019
MultiFiT: Efficient Multi-lingual Language Model Fine-tuning Julian Martin Eisenschlos Sebastian Ruder Piotr Czapla Marcin Kardas Sylvain Gugger Jeremy Howard 69 99 0 10 Sep 2019
Investigating Multilingual NMT Representations at Scale Sneha Kudugunta Ankur Bapna Isaac Caswell N. Arivazhagan Orhan Firat LRM 198 125 0 05 Sep 2019
Unicoder: A Universal Language Encoder by Pre-training with Multiple Cross-lingual Tasks Haoyang Huang Yaobo Liang Nan Duan Ming Gong Linjun Shou Daxin Jiang M. Zhou 109 233 0 03 Sep 2019
Evaluating the Cross-Lingual Effectiveness of Massively Multilingual Neural Machine Translation Aditya Siddhant Melvin Johnson Henry Tsai N. Arivazhagan Jason Riesa Ankur Bapna Orhan Firat Karthik Raman 86 71 0 01 Sep 2019
Adversarial Learning with Contextual Embeddings for Zero-resource Cross-lingual Classification and NER Phillip Keung Y. Lu Vikas Bhardwaj 111 81 0 31 Aug 2019
Zero-shot transfer for implicit discourse relation classification Murathan Kurfali Robert Östling 46 12 0 30 Jul 2019
WikiMatrix: Mining 135M Parallel Sentences in 1620 Language Pairs from Wikipedia Holger Schwenk Vishrav Chaudhary Shuo Sun Hongyu Gong Francisco Guzmán CVBM 118 408 0 10 Jul 2019
Multilingual Universal Sentence Encoder for Semantic Retrieval Yinfei Yang Daniel Cer Amin Ahmad Mandy Guo Jax Law ... Steve Yuan Chris Tar Yun-hsuan Sung B. Strope R. Kurzweil 3DV 94 481 0 09 Jul 2019
Low-Resource Corpus Filtering using Multilingual Sentence Embeddings Vishrav Chaudhary Y. Tang Francisco Guzmán Holger Schwenk Philipp Koehn 86 80 0 20 Jun 2019
How multilingual is Multilingual BERT? Telmo Pires Eva Schlinger Dan Garrette LRM VLM 230 1,416 0 04 Jun 2019
Learning Multilingual Word Embeddings Using Image-Text Data K. Singhal K. Raman B. T. Cate VLM 52 10 0 29 May 2019
Beto, Bentz, Becas: The Surprising Cross-Lingual Effectiveness of BERT Shijie Wu Mark Dredze VLM SSeg 141 681 0 19 Apr 2019
75 Languages, 1 Model: Parsing Universal Dependencies Universally Dan Kondratyuk Milan Straka 117 264 0 03 Apr 2019
fairseq: A Fast, Extensible Toolkit for Sequence Modeling Myle Ott Sergey Edunov Alexei Baevski Angela Fan Sam Gross Nathan Ng David Grangier Michael Auli VLM FaML 159 3,159 0 01 Apr 2019
Massively Multilingual Neural Machine Translation Roee Aharoni Melvin Johnson Orhan Firat LRM AI4CE 90 490 0 28 Feb 2019
How to (Properly) Evaluate Cross-Lingual Word Embeddings: On Strong Baselines, Comparative Analyses, and Some Misconceptions Goran Glavaš Robert Litschko Sebastian Ruder Ivan Vulić ELM 98 183 0 01 Feb 2019
Cross-lingual Language Model Pretraining Guillaume Lample Alexis Conneau 152 2,750 0 22 Jan 2019
A Survey Of Cross-lingual Word Embedding Models Sebastian Ruder Ivan Vulić Anders Søgaard 108 534 0 15 Jun 2017