Unsupervised Cross-lingual Representation Learning at Scale

Unsupervised Cross-lingual Representation Learning at Scale

5 November 2019

Kartikay Khandelwal

Vishrav Chaudhary

Guillaume Wenzek

Francisco Guzmán

Luke Zettlemoyer

Veselin Stoyanov

Papers citing "Unsupervised Cross-lingual Representation Learning at Scale"

18 / 1,218 papers shown

Title
A Survey on Contextual Embeddings Qi Liu Matt J. Kusner Phil Blunsom 225 146 0 16 Mar 2020
Multi-SimLex: A Large-Scale Evaluation of Multilingual and Cross-Lingual Lexical Semantic Similarity Ivan Vulić Simon Baker Edoardo Ponti Ulla Petti Ira Leviant ... Eden Bar Matt Malone Thierry Poibeau Roi Reichart Anna Korhonen 26 82 0 10 Mar 2020
Sensitive Data Detection and Classification in Spanish Clinical Text: Experiments with BERT Aitor García-Pablos Naiara Pérez Montse Cuadros 37 34 0 06 Mar 2020
PhoBERT: Pre-trained language models for Vietnamese Dat Quoc Nguyen A. Nguyen 174 343 0 02 Mar 2020
AraBERT: Transformer-based Model for Arabic Language Understanding Wissam Antoun Fady Baly Hazem M. Hajj 46 950 0 28 Feb 2020
MiniLM: Deep Self-Attention Distillation for Task-Agnostic Compression of Pre-Trained Transformers Wenhui Wang Furu Wei Li Dong Hangbo Bao Nan Yang Ming Zhou VLM 47 1,214 0 25 Feb 2020
From English To Foreign Languages: Transferring Pre-trained Language Models Ke M. Tran 30 49 0 18 Feb 2020
FQuAD: French Question Answering Dataset Martin d'Hoffschmidt Wacim Belblidia Tom Brendlé Quentin Heinrich Maxime Vidal 26 98 0 14 Feb 2020
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 24 3 0 30 Jan 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 58 1,777 0 22 Jan 2020
Exploiting Cloze Questions for Few Shot Text Classification and Natural Language Inference Timo Schick Hinrich Schütze 258 1,591 0 21 Jan 2020
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 49 395 0 11 Dec 2019
Global Greedy Dependency Parsing Z. Li Zhao Hai Kevin Parnow 31 31 0 20 Nov 2019
Can Monolingual Pretrained Models Help Cross-Lingual Classification? Zewen Chi Li Dong Furu Wei Xian-Ling Mao Heyan Huang LRM VLM 30 13 0 10 Nov 2019
A Bilingual Generative Transformer for Semantic Sentence Embedding John Wieting Graham Neubig Taylor Berg-Kirkpatrick 27 28 0 10 Nov 2019
CamemBERT: a Tasty French Language Model Louis Martin Benjamin Muller Pedro Ortiz Suarez Yoann Dupont Laurent Romary Eric Villemonte de la Clergerie Djamé Seddah Benoît Sagot 42 956 0 10 Nov 2019
MLQA: Evaluating Cross-lingual Extractive Question Answering Patrick Lewis Barlas Oğuz Ruty Rinott Sebastian Riedel Holger Schwenk ELM 246 497 0 16 Oct 2019
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 304 7,005 0 20 Apr 2018