Multilingual Alignment of Contextual Word Representations

10 February 2020

Papers citing "Multilingual Alignment of Contextual Word Representations"

28 / 128 papers shown

Title
Towards Fully Bilingual Deep Language Modeling Li-Hsin Chang S. Pyysalo Jenna Kanerva Filip Ginter 23 3 0 22 Oct 2020
What makes multilingual BERT multilingual? Chi-Liang Liu Tsung-Yuan Hsu Yung-Sung Chuang Hung-yi Lee 31 6 0 20 Oct 2020
Looking for Clues of Language in Multilingual BERT to Improve Cross-lingual Generalization Chi-Liang Liu Tsung-Yuan Hsu Yung-Sung Chuang Chung-Yi Li Hung-yi Lee 20 3 0 20 Oct 2020
It's not Greek to mBERT: Inducing Word-Level Translations from Multilingual BERT Hila Gonen Shauli Ravfogel Yanai Elazar Yoav Goldberg 18 50 0 16 Oct 2020
Explicit Alignment Objectives for Multilingual Bidirectional Encoders Junjie Hu Melvin Johnson Orhan Firat Aditya Siddhant Graham Neubig 18 56 0 15 Oct 2020
Gradient Vaccine: Investigating and Improving Multi-task Optimization in Massively Multilingual Models Zirui Wang Yulia Tsvetkov Orhan Firat Yuan Cao 19 195 0 12 Oct 2020
On Negative Interference in Multilingual Models: Findings and A Meta-Learning Treatment Zirui Wang Zachary Chase Lipton Yulia Tsvetkov 18 31 0 06 Oct 2020
Do Explicit Alignments Robustly Improve Multilingual Encoders? Shijie Wu Mark Dredze 12 7 0 06 Oct 2020
Which *BERT? A Survey Organizing Contextualized Encoders Patrick Xia Shijie Wu Benjamin Van Durme 26 50 0 02 Oct 2020
Cross-lingual Alignment Methods for Multilingual BERT: A Comparative Study Saurabh Kulshreshtha José Luis Redondo García Ching-Yun Chang 22 46 0 29 Sep 2020
Parsing with Multilingual BERT, a Small Corpus, and a Small Treebank Ethan C. Chau Lucy H. Lin Noah A. Smith 19 15 0 29 Sep 2020
Inducing Language-Agnostic Multilingual Representations Wei-Ye Zhao Steffen Eger Johannes Bjerva Isabelle Augenstein 22 63 0 20 Aug 2020
Cross-lingual Inductive Transfer to Detect Offensive Language Kartikey Pant Tanvi Dadu 8 5 0 07 Jul 2020
Adversarial Alignment of Multilingual Models for Extracting Temporal Expressions from Text Lukas Lange Anastasiia Iurshina Heike Adel Jannik Strötgen 19 29 0 19 May 2020
Finding Universal Grammatical Relations in Multilingual BERT Ethan A. Chi John Hewitt Christopher D. Manning 13 151 0 09 May 2020
On the Limitations of Cross-lingual Encoders as Exposed by Reference-Free Machine Translation Evaluation Wei-Ye Zhao Goran Glavavs Maxime Peyrard Yang Gao Robert West Steffen Eger ELM 18 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 Glavas 14 56 0 01 May 2020
Identifying Necessary Elements for BERT's Multilinguality Philipp Dufter Hinrich Schütze 20 17 0 01 May 2020
XCOPA: A Multilingual Dataset for Causal Commonsense Reasoning E. Ponti Goran Glavavs Olga Majewska Qianchu Liu Ivan Vulić Anna Korhonen LRM 15 302 0 01 May 2020
MAD-X: An Adapter-Based Framework for Multi-Task Cross-Lingual Transfer Jonas Pfeiffer Ivan Vulić Iryna Gurevych Sebastian Ruder 28 609 0 30 Apr 2020
A Supervised Word Alignment Method based on Cross-Language Span Prediction using Multilingual BERT Masaaki Nagata Katsuki Chousa Masaaki Nishino 6 47 0 29 Apr 2020
A Study of Cross-Lingual Ability and Language-specific Information in Multilingual BERT Chi-Liang Liu Tsung-Yuan Hsu Yung-Sung Chuang Hung-yi Lee 26 14 0 20 Apr 2020
Multilingual Chart-based Constituency Parse Extraction from Pre-trained Language Models Taeuk Kim Bowen Li Sang-goo Lee 57 6 0 08 Apr 2020
Multi-SimLex: A Large-Scale Evaluation of Multilingual and Cross-Lingual Lexical Semantic Similarity Ivan Vulić Simon Baker E. Ponti Ulla Petti Ira Leviant ... Eden Bar Matt Malone Thierry Poibeau Roi Reichart Anna Korhonen 14 81 0 10 Mar 2020
A Primer in BERTology: What we know about how BERT works Anna Rogers Olga Kovaleva Anna Rumshisky OffRL 30 1,455 0 27 Feb 2020
On the Cross-lingual Transferability of Monolingual Representations Mikel Artetxe Sebastian Ruder Dani Yogatama 28 771 0 25 Oct 2019
Word Translation Without Parallel Data Alexis Conneau Guillaume Lample MarcÁurelio Ranzato Ludovic Denoyer Hervé Jégou 169 1,635 0 11 Oct 2017
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Z. Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 716 6,743 0 26 Sep 2016