Inducing Language-Agnostic Multilingual Representations

20 August 2020

Papers citing "Inducing Language-Agnostic Multilingual Representations"

33 / 33 papers shown

Title
M-ABSA: A Multilingual Dataset for Aspect-Based Sentiment Analysis Chengyan Wu Bolei Ma Yang Liu Zheyu Zhang Ningyuan Deng Yongqian Li Baolan Chen Yi Zhang Yun Xue Yun Xue 74 1 0 17 Feb 2025
Does Typological Blinding Impede Cross-Lingual Sharing? Johannes Bjerva Isabelle Augenstein 51 17 0 28 Jan 2021
On the Limitations of Cross-lingual Encoders as Exposed by Reference-Free Machine Translation Evaluation Wei Zhao Goran Glavaš Maxime Peyrard Yang Gao Robert West Steffen Eger ELM 47 63 0 03 May 2020
From Zero to Hero: On the Limitations of Zero-Shot Cross-Lingual Transfer with Multilingual Transformers Anne Lauscher Vinit Ravishankar Ivan Vulić Goran Glavaš 49 56 0 01 May 2020
Universal Dependencies v2: An Evergrowing Multilingual Treebank Collection Joakim Nivre M. Marneffe Filip Ginter Jan Hajivc Christopher D. Manning S. Pyysalo Sebastian Schuster Francis M. Tyers Daniel Zeman VLM 11 511 0 22 Apr 2020
On the Language Neutrality of Pre-trained Multilingual Representations Jindrich Libovický Rudolf Rosa Alexander Fraser 44 103 0 09 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 128 966 0 24 Mar 2020
Multilingual Alignment of Contextual Word Representations Steven Cao Nikita Kitaev Dan Klein 62 193 0 10 Feb 2020
How Language-Neutral is Multilingual BERT? Jindrich Libovický Rudolf Rosa Alexander Fraser 35 115 0 08 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 121 6,454 0 05 Nov 2019
MoverScore: Text Generation Evaluating with Contextualized Embeddings and Earth Mover Distance Wei Zhao Maxime Peyrard Fei Liu Yang Gao Christian M. Meyer Steffen Eger 85 592 0 05 Sep 2019
How Contextual are Contextualized Word Representations? Comparing the Geometry of BERT, ELMo, and GPT-2 Embeddings Kawin Ethayarajh 26 858 0 02 Sep 2019
How multilingual is Multilingual BERT? Telmo Pires Eva Schlinger Dan Garrette LRM VLM 120 1,392 0 04 Jun 2019
Beto, Bentz, Becas: The Surprising Cross-Lingual Effectiveness of BERT Shijie Wu Mark Dredze VLM SSeg 55 675 0 19 Apr 2019
A Probabilistic Generative Model of Linguistic Typology Johannes Bjerva Yova Kementchedjhieva Ryan Cotterell Isabelle Augenstein 50 24 0 26 Mar 2019
Context-Aware Cross-Lingual Mapping Hanan Aldarmaki Mona T. Diab 39 58 0 08 Mar 2019
Cross-Lingual Alignment of Contextual Word Embeddings, with Applications to Zero-shot Dependency Parsing Tal Schuster Ori Ram Regina Barzilay Amir Globerson 59 209 0 25 Feb 2019
What do Language Representations Really Represent? Johannes Bjerva Robert Östling M. H. Veiga Jörg Tiedemann Isabelle Augenstein 53 58 0 09 Jan 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 753 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 42 1,366 0 13 Sep 2018
Parameter sharing between dependency parsers for related languages Miryam de Lhoneux Johannes Bjerva Isabelle Augenstein Anders Søgaard MoE 23 42 0 27 Aug 2018
SentencePiece: A simple and language independent subword tokenizer and detokenizer for Neural Text Processing Taku Kudo John Richardson 131 3,490 0 19 Aug 2018
Modeling Language Variation and Universals: A Survey on Typological Linguistics for Natural Language Processing Edoardo Ponti Helen O'Horan Yevgeni Berzak Ivan Vulić Roi Reichart Thierry Poibeau Ekaterina Shutova Anna Korhonen 42 140 0 02 Jul 2018
Are All Languages Equally Hard to Language-Model? Ryan Cotterell Sabrina J. Mielke Jason Eisner Brian Roark 30 95 0 10 Jun 2018
Group Normalization Yuxin Wu Kaiming He 112 3,626 0 22 Mar 2018
Concatenated Power Mean Word Embeddings as Universal Cross-Lingual Sentence Representations Andreas Rucklé Steffen Eger Maxime Peyrard Iryna Gurevych 76 99 0 04 Mar 2018
From Phonology to Syntax: Unsupervised Linguistic Typology at Different Levels with Language Embeddings Johannes Bjerva Isabelle Augenstein 33 41 0 23 Feb 2018
Word Translation Without Parallel Data Alexis Conneau Guillaume Lample MarcÁurelio Ranzato Ludovic Denoyer Hervé Jégou 253 1,646 0 11 Oct 2017
The Galactic Dependencies Treebanks: Getting More Data by Synthesizing New Languages D. Wang Jason Eisner 36 58 0 10 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 304 129,831 0 12 Jun 2017
A Broad-Coverage Challenge Corpus for Sentence Understanding through Inference Adina Williams Nikita Nangia Samuel R. Bowman 330 4,444 0 18 Apr 2017
Survey on the Use of Typological Information in Natural Language Processing Helen O'Horan Yevgeni Berzak Ivan Vulić Roi Reichart Anna Korhonen 21 48 0 11 Oct 2016
Layer Normalization Jimmy Lei Ba J. Kiros Geoffrey E. Hinton 189 10,412 0 21 Jul 2016