Towards Multi-Sense Cross-Lingual Alignment of Contextual Embeddings

11 March 2021

Papers citing "Towards Multi-Sense Cross-Lingual Alignment of Contextual Embeddings"

40 / 40 papers shown

Title
The Impact of Cross-Lingual Adjustment of Contextual Word Representations on Zero-Shot Transfer Pavel Efimov Leonid Boytsov E. Arslanova Pavel Braslavski 40 7 0 13 Apr 2022
Learning a Reversible Embedding Mapping using Bi-Directional Manifold Alignment Ashwinkumar Ganesan Francis Ferraro Tim Oates 58 9 0 30 Jun 2021
Unsupervised Cross-lingual Adaptation for Sequence Tagging and Beyond Xin Li Lidong Bing Wenxuan Zhang Zheng Li Wai Lam 69 25 0 23 Oct 2020
Cross-lingual Alignment Methods for Multilingual BERT: A Comparative Study Saurabh Kulshreshtha José Luis Redondo García Ching-Yun Chang 36 46 0 29 Sep 2020
LNMap: Departures from Isomorphic Assumption in Bilingual Lexicon Induction Through Non-Linear Mapping in Latent Space Tasnim Mohiuddin M Saiful Bari Shafiq Joty 46 50 0 28 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 77 348 0 03 Apr 2020
Multilingual Alignment of Contextual Word Representations Steven Cao Nikita Kitaev Dan Klein 70 193 0 10 Feb 2020
Multilingual Denoising Pre-training for Neural Machine Translation Yinhan Liu Jiatao Gu Naman Goyal Xian Li Sergey Edunov Marjan Ghazvininejad M. Lewis Luke Zettlemoyer AI4CE AIMat 101 1,786 0 22 Jan 2020
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 158 6,496 0 05 Nov 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 39 79 0 10 Oct 2019
Cross-Lingual Contextual Word Embeddings Mapping With Multi-Sense Words In Mind Zheng Zhang Ruiqing Yin Jun Zhu Pierre Zweigenbaum 17 3 0 18 Sep 2019
Knowledge Enhanced Contextual Word Representations Matthew E. Peters Mark Neumann IV RobertL.Logan Roy Schwartz Vidur Joshi Sameer Singh Noah A. Smith 258 657 0 09 Sep 2019
SenseBERT: Driving Some Sense into BERT Yoav Levine Barak Lenz Or Dagan Ori Ram Dan Padnos Or Sharir Shai Shalev-Shwartz Amnon Shashua Y. Shoham SSL 41 186 0 15 Aug 2019
Analyzing the Limitations of Cross-lingual Word Embedding Mappings Aitor Ormazabal Mikel Artetxe Gorka Labaka Aitor Soroa Etxabe Eneko Agirre 56 62 0 12 Jun 2019
How multilingual is Multilingual BERT? Telmo Pires Eva Schlinger Dan Garrette LRM VLM 133 1,392 0 04 Jun 2019
Beto, Bentz, Becas: The Surprising Cross-Lingual Effectiveness of BERT Shijie Wu Mark Dredze VLM SSeg 59 675 0 19 Apr 2019
Using Multi-Sense Vector Embeddings for Reverse Dictionaries Michael A. Hedderich Andrew Yates Dietrich Klakow Gerard de Melo 42 20 0 02 Apr 2019
Cross-Lingual Alignment of Contextual Word Embeddings, with Applications to Zero-shot Dependency Parsing Tal Schuster Ori Ram Regina Barzilay Amir Globerson 68 209 0 25 Feb 2019
Cross-lingual Language Model Pretraining Guillaume Lample Alexis Conneau 54 2,727 0 22 Jan 2019
Massively Multilingual Sentence Embeddings for Zero-Shot Cross-Lingual Transfer and Beyond Mikel Artetxe Holger Schwenk 3DV 103 1,008 0 26 Dec 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 953 93,936 0 11 Oct 2018
XNLI: Evaluating Cross-lingual Sentence Representations Alexis Conneau Guillaume Lample Ruty Rinott Adina Williams Samuel R. Bowman Holger Schwenk Veselin Stoyanov ELM 53 1,366 0 13 Sep 2018
Characterizing Departures from Linearity in Word Translation Ndapandula Nakashole R. Flauger 43 36 0 07 Jun 2018
On the Limitations of Unsupervised Bilingual Dictionary Induction Anders Søgaard Sebastian Ruder Ivan Vulić 50 261 0 09 May 2018
Loss in Translation: Learning Bilingual Word Mapping with a Retrieval Criterion Armand Joulin Piotr Bojanowski Tomas Mikolov Hervé Jégou Edouard Grave 63 307 0 20 Apr 2018
Deep contextualized word representations Matthew E. Peters Mark Neumann Mohit Iyyer Matt Gardner Christopher Clark Kenton Lee Luke Zettlemoyer NAI 109 11,520 0 15 Feb 2018
Word Translation Without Parallel Data Alexis Conneau Guillaume Lample MarcÁurelio Ranzato Ludovic Denoyer Hervé Jégou 265 1,646 0 11 Oct 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 443 129,831 0 12 Jun 2017
A Broad-Coverage Challenge Corpus for Sentence Understanding through Inference Adina Williams Nikita Nangia Samuel R. Bowman 397 4,444 0 18 Apr 2017
MUSE: Modularizing Unsupervised Sense Embeddings Guang-He Lee Yun-Nung Chen 26 35 0 15 Apr 2017
Offline bilingual word vectors, orthogonal transformations and the inverted softmax Samuel L. Smith David H. P. Turban Steven Hamblin Nils Y. Hammerla OffRL 46 536 0 13 Feb 2017
De-Conflated Semantic Representations Mohammad Taher Pilehvar Nigel Collier NAI 48 92 0 05 Aug 2016
Bilingual Learning of Multi-sense Embeddings with Discrete Autoencoders Simon Suster Ivan Titov Gertjan van Noord SSL 48 43 0 30 Mar 2016
Massively Multilingual Word Embeddings Bridger Waleed Ammar George Mulcaire Yulia Tsvetkov Guillaume Lample Chris Dyer Noah A. Smith 70 271 0 05 Feb 2016
AutoExtend: Extending Word Embeddings to Embeddings for Synsets and Lexemes S. Rothe Hinrich Schütze 37 285 0 04 Jul 2015
Efficient Non-parametric Estimation of Multiple Embeddings per Word in Vector Space Arvind Neelakantan Jeevan Shankar Alexandre Passos Andrew McCallum 57 464 0 24 Apr 2015
BilBOWA: Fast Bilingual Distributed Representations without Word Alignments Stephan Gouws Yoshua Bengio G. Corrado 41 391 0 09 Oct 2014
One Billion Word Benchmark for Measuring Progress in Statistical Language Modeling Ciprian Chelba Tomas Mikolov M. Schuster Qi Ge T. Brants P. Koehn T. Robinson 118 1,099 0 11 Dec 2013
Exploiting Similarities among Languages for Machine Translation Tomas Mikolov Quoc V. Le Ilya Sutskever 53 1,594 0 17 Sep 2013
Data Stream Clustering: Challenges and Issues Madjid Khalilian N. Mustapha AI4TS 72 79 0 28 Jun 2010