A Call for More Rigor in Unsupervised Cross-lingual Learning

30 April 2020

Papers citing "A Call for More Rigor in Unsupervised Cross-lingual Learning"

50 / 59 papers shown

Title
LangSAMP: Language-Script Aware Multilingual Pretraining Yihong Liu Haotian Ye Chunlan Ma Mingyang Wang Hinrich Schütze VLM 138 0 0 26 Sep 2024
When Does Unsupervised Machine Translation Work? Kelly Marchisio Kevin Duh Philipp Koehn LRM 61 75 0 12 Apr 2020
Translation Artifacts in Cross-lingual Transfer Learning Mikel Artetxe Gorka Labaka Eneko Agirre 44 117 0 09 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 77 350 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 154 970 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 130 607 0 10 Mar 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 111 1,806 0 22 Jan 2020
CCMatrix: Mining Billions of High-Quality Parallel Sentences on the WEB Holger Schwenk Guillaume Wenzek Sergey Edunov Edouard Grave Armand Joulin 72 260 0 10 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 193 6,522 0 05 Nov 2019
On the Cross-lingual Transferability of Monolingual Representations Mikel Artetxe Sebastian Ruder Dani Yogatama 159 793 0 25 Oct 2019
Zero-shot Reading Comprehension by Cross-lingual Transfer Learning with Multi-lingual Language Representation Model Tsung-Yuan Hsu Chi-Liang Liu Hung-yi Lee 47 60 0 15 Sep 2019
Lost in Evaluation: Misleading Benchmarks for Bilingual Dictionary Induction Yova Kementchedjhieva Mareike Hartmann Anders Søgaard 44 36 0 12 Sep 2019
Don't Forget the Long Tail! A Comprehensive Analysis of Morphological Generalization in Bilingual Lexicon Induction Paula Czarnowska Sebastian Ruder Edouard Grave Ryan Cotterell Ann A. Copestake 65 50 0 06 Sep 2019
Do We Really Need Fully Unsupervised Cross-Lingual Embeddings? Ivan Vulić Goran Glavaš Roi Reichart Anna Korhonen SSL 53 89 0 04 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 48 70 0 01 Sep 2019
Cross-Lingual Machine Reading Comprehension Yiming Cui Wanxiang Che Ting Liu Bing Qin Shijin Wang Guoping Hu 27 48 0 01 Sep 2019
Bilingual Lexicon Induction through Unsupervised Machine Translation Mikel Artetxe Gorka Labaka Eneko Agirre 55 55 0 24 Jul 2019
WikiMatrix: Mining 135M Parallel Sentences in 1620 Language Pairs from Wikipedia Holger Schwenk Vishrav Chaudhary Shuo Sun Hongyu Gong Francisco Guzmán CVBM 93 404 0 10 Jul 2019
Tabula nearly rasa: Probing the Linguistic Knowledge of Character-Level Neural Language Models Trained on Unsegmented Text Michael Hahn Marco Baroni LMTD 33 15 0 17 Jun 2019
How multilingual is Multilingual BERT? Telmo Pires Eva Schlinger Dan Garrette LRM VLM 143 1,401 0 04 Jun 2019
MASS: Masked Sequence to Sequence Pre-training for Language Generation Kaitao Song Xu Tan Tao Qin Jianfeng Lu Tie-Yan Liu 99 965 0 07 May 2019
Beto, Bentz, Becas: The Surprising Cross-Lingual Effectiveness of BERT Shijie Wu Mark Dredze VLM SSeg 89 677 0 19 Apr 2019
Cross-Lingual Alignment of Contextual Word Embeddings, with Applications to Zero-shot Dependency Parsing Tal Schuster Ori Ram Regina Barzilay Amir Globerson 68 210 0 25 Feb 2019
An Effective Approach to Unsupervised Machine Translation Mikel Artetxe Gorka Labaka Eneko Agirre 42 154 0 04 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 62 183 0 01 Feb 2019
Cross-lingual Language Model Pretraining Guillaume Lample Alexis Conneau 69 2,735 0 22 Jan 2019
Unsupervised Neural Machine Translation with SMT as Posterior Regularization Shuo Ren Zhirui Zhang Shujie Liu M. Zhou Shuai Ma 55 60 0 14 Jan 2019
Unsupervised Neural Machine Translation Initialized by Unsupervised Statistical Machine Translation Benjamin Marie Atsushi Fujita OT 23 32 0 30 Oct 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.3K 94,511 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 55 1,379 0 13 Sep 2018
Unsupervised Cross-lingual Transfer of Word Embedding Spaces Ruochen Xu Yiming Yang Naoki Otani Yuexin Wu SSL 41 99 0 10 Sep 2018
Unsupervised Statistical Machine Translation Mikel Artetxe Gorka Labaka Eneko Agirre 45 248 0 04 Sep 2018
Gromov-Wasserstein Alignment of Word Embedding Spaces David Alvarez-Melis Tommi Jaakkola OT 54 328 0 31 Aug 2018
A Discriminative Latent-Variable Model for Bilingual Lexicon Induction Sebastian Ruder Ryan Cotterell Yova Kementchedjhieva Anders Søgaard 51 30 0 28 Aug 2018
Unsupervised Multilingual Word Embeddings Xilun Chen Claire Cardie 50 132 0 27 Aug 2018
Unsupervised Alignment of Embeddings with Wasserstein Procrustes Edouard Grave Armand Joulin Quentin Berthet 51 199 0 29 May 2018
A Corpus for Multilingual Document Classification in Eight Languages Holger Schwenk Xian Li VLM 47 143 0 24 May 2018
Bilingual Sentiment Embeddings: Joint Projection of Sentiment Across Languages Jeremy Barnes Roman Klinger Sabine Schulte im Walde 39 69 0 23 May 2018
A robust self-learning method for fully unsupervised cross-lingual mappings of word embeddings Mikel Artetxe Gorka Labaka Eneko Agirre SSL 65 589 0 16 May 2018
On the Limitations of Unsupervised Bilingual Dictionary Induction Anders Søgaard Sebastian Ruder Ivan Vulić 58 261 0 09 May 2018
Phrase-Based & Neural Unsupervised Machine Translation Guillaume Lample Myle Ott Alexis Conneau Ludovic Denoyer MarcÁurelio Ranzato 80 683 0 20 Apr 2018
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 820 7,141 0 20 Apr 2018
Annotation Artifacts in Natural Language Inference Data Suchin Gururangan Swabha Swayamdipta Omer Levy Roy Schwartz Samuel R. Bowman Noah A. Smith 124 1,175 0 06 Mar 2018
Learning Word Vectors for 157 Languages Edouard Grave Piotr Bojanowski Prakhar Gupta Armand Joulin Tomas Mikolov SSL FaML 90 1,425 0 19 Feb 2018
Deep contextualized word representations Matthew E. Peters Mark Neumann Mohit Iyyer Matt Gardner Christopher Clark Kenton Lee Luke Zettlemoyer NAI 161 11,541 0 15 Feb 2018
Non-Adversarial Unsupervised Word Translation Yedid Hoshen Lior Wolf 57 119 0 18 Jan 2018
Unsupervised Machine Translation Using Monolingual Corpora Only Guillaume Lample Alexis Conneau Ludovic Denoyer MarcÁurelio Ranzato SSL 98 1,094 0 31 Oct 2017
Unsupervised Neural Machine Translation Mikel Artetxe Gorka Labaka Eneko Agirre Kyunghyun Cho 83 774 0 30 Oct 2017
Word Translation Without Parallel Data Alexis Conneau Guillaume Lample MarcÁurelio Ranzato Ludovic Denoyer Hervé Jégou 284 1,655 0 11 Oct 2017
Learned in Translation: Contextualized Word Vectors Bryan McCann James Bradbury Caiming Xiong R. Socher 111 907 0 01 Aug 2017