v1v2 (latest)

Massively Multilingual Sentence Embeddings for Zero-Shot Cross-Lingual Transfer and Beyond

26 December 2018

Mikel Artetxe

Holger Schwenk

3DV

ArXiv (abs)PDF HTML Github (3640★)

Papers citing "Massively Multilingual Sentence Embeddings for Zero-Shot Cross-Lingual Transfer and Beyond"

50 / 298 papers shown

Title
Beyond English-Centric Multilingual Machine Translation Angela Fan Shruti Bhosale Holger Schwenk Zhiyi Ma Ahmed El-Kishky ... Vitaliy Liptchinsky Sergey Edunov Edouard Grave Michael Auli Armand Joulin LRM 100 861 0 21 Oct 2020
Mixed-Lingual Pre-training for Cross-lingual Summarization Ruochen Xu Chenguang Zhu Yu Shi Michael Zeng Xuedong Huang 57 26 0 18 Oct 2020
SIGTYP 2020 Shared Task: Prediction of Typological Features Johannes Bjerva Elizabeth Salesky Sabrina J. Mielke Aditi Chaudhary G. Celano Edoardo Ponti Ekaterina Vylomova Ryan Cotterell Isabelle Augenstein 88 18 0 16 Oct 2020
Explicit Alignment Objectives for Multilingual Bidirectional Encoders Junjie Hu Melvin Johnson Orhan Firat Aditya Siddhant Graham Neubig 70 58 0 15 Oct 2020
Unsupervised Bitext Mining and Translation via Self-trained Contextual Embeddings Phillip Keung Julian Salazar Y. Lu Noah A. Smith SSL 74 26 0 15 Oct 2020
X-FACTR: Multilingual Factual Knowledge Retrieval from Pretrained Language Models Zhengbao Jiang Antonios Anastasopoulos Jun Araki Haibo Ding Graham Neubig HILM KELM 98 144 0 13 Oct 2020
Detecting Fine-Grained Cross-Lingual Semantic Divergences without Supervision by Learning to Rank Eleftheria Briakou Marine Carpuat 63 26 0 07 Oct 2020
The Multilingual Amazon Reviews Corpus Phillip Keung Y. Lu György Szarvas Noah A. Smith 104 204 0 06 Oct 2020
Cross-Lingual Text Classification with Minimal Resources by Transferring a Sparse Teacher Giannis Karamanolakis Daniel J. Hsu Luis Gravano VLM 71 17 0 06 Oct 2020
Self-training Improves Pre-training for Natural Language Understanding Jingfei Du Edouard Grave Beliz Gunel Vishrav Chaudhary Onur Çelebi Michael Auli Ves Stoyanov Alexis Conneau VLM LRM SSL 52 164 0 05 Oct 2020
What does it mean to be language-agnostic? Probing multilingual sentence encoders for typological properties Rochelle Choenni Ekaterina Shutova 104 37 0 27 Sep 2020
COMET: A Neural Framework for MT Evaluation Ricardo Rei Craig Alan Stewart Ana C. Farinha A. Lavie 182 1,099 0 18 Sep 2020
FarsTail: A Persian Natural Language Inference Dataset Hossein Amirkhani Mohammad AzariJafari Zohreh Pourjafari Soroush Faridan-Jahromi Zeinab Kouhkan Azadeh Amirak 91 33 0 18 Sep 2020
FILTER: An Enhanced Fusion Method for Cross-lingual Language Understanding Yuwei Fang Shuohang Wang Zhe Gan S. Sun Jingjing Liu VLM 98 58 0 10 Sep 2020
GREEK-BERT: The Greeks visiting Sesame Street John Koutsikakis Ilias Chalkidis Prodromos Malakasiotis Ion Androutsopoulos 70 92 0 27 Aug 2020
Transformer based Multilingual document Embedding model Wei Li Brian Mak 112 6 0 19 Aug 2020
On Learning Language-Invariant Representations for Universal Machine Translation Hao Zhao Junjie Hu Andrej Risteski 106 8 0 11 Aug 2020
Leveraging Adversarial Training in Self-Learning for Cross-Lingual Text Classification Xin Luna Dong Yaxin Zhu Yupeng Zhang Zuohui Fu Dongkuan Xu Sen Yang Gerard de Melo VLM 83 30 0 29 Jul 2020
Cross-lingual Inductive Transfer to Detect Offensive Language Kartikey Pant Tanvi Dadu 30 5 0 07 Jul 2020
Language-agnostic BERT Sentence Embedding Fangxiaoyu Feng Yinfei Yang Daniel Cer N. Arivazhagan Wei Wang 185 918 0 03 Jul 2020
Pre-training via Paraphrasing M. Lewis Marjan Ghazvininejad Gargi Ghosh Armen Aghajanyan Sida I. Wang Luke Zettlemoyer AIMat 94 161 0 26 Jun 2020
Cross-lingual Retrieval for Iterative Self-Supervised Training C. Tran Y. Tang Xian Li Jiatao Gu RALM 70 75 0 16 Jun 2020
Low-resource Languages: A Review of Past Work and Future Challenges Alexandre Magueresse Vincent Carles Evan Heetderks 99 177 0 12 Jun 2020
CoSDA-ML: Multi-Lingual Code-Switching Data Augmentation for Zero-Shot Cross-Lingual NLP Libo Qin Minheng Ni Yue Zhang Wanxiang Che 95 154 0 11 Jun 2020
Robust Learning Through Cross-Task Consistency Amir Zamir Alexander Sax Teresa Yeo Oğuzhan Fatih Kar Nikhil Cheerla Rohan Suri Zhangjie Cao Jitendra Malik Leonidas Guibas OOD 68 158 0 07 Jun 2020
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 108 63 0 03 May 2020
Tailoring and Evaluating the Wikipedia for in-Domain Comparable Corpora Extraction C. España-Bonet Alberto Barrón-Cedeño Lluís Marquez 27 9 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 76 58 0 01 May 2020
Style Variation as a Vantage Point for Code-Switching Khyathi Chandu A. Black 56 7 0 01 May 2020
Identifying Necessary Elements for BERT's Multilinguality Philipp Dufter Hinrich Schütze 75 17 0 01 May 2020
MUSS: Multilingual Unsupervised Sentence Simplification by Mining Paraphrases Louis Martin Angela Fan Eric Villemonte de la Clergerie Antoine Bordes Benoît Sagot 71 36 0 01 May 2020
Automatic Machine Translation Evaluation in Many Languages via Zero-Shot Paraphrasing Brian Thompson Matt Post LRM 65 190 0 30 Apr 2020
Exploiting Sentence Order in Document Alignment Brian Thompson Philipp Koehn 46 19 0 30 Apr 2020
An Empirical Study of Pre-trained Transformers for Arabic Information Extraction Wuwei Lan Yang Chen Wei Xu Alan Ritter 39 4 0 30 Apr 2020
Zero-Shot Learning and its Applications from Autonomous Vehicles to COVID-19 Diagnosis: A Review Mahdi Rezaei Mahsa Shahidi 111 55 0 29 Apr 2020
Unnatural Language Processing: Bridging the Gap Between Synthetic and Natural Language Data Alana Marzoev Samuel Madden M. Kaashoek Michael Cafarella Jacob Andreas SyDa 75 33 0 28 Apr 2020
Extending Multilingual BERT to Low-Resource Languages Zihan Wang Karthikeyan K Stephen D. Mayhew Dan Roth VLM 71 132 0 28 Apr 2020
Making Monolingual Sentence Embeddings Multilingual using Knowledge Distillation Nils Reimers Iryna Gurevych 110 1,034 0 21 Apr 2020
The State and Fate of Linguistic Diversity and Inclusion in the NLP World Pratik M. Joshi Sebastin Santy A. Budhiraja Kalika Bali Monojit Choudhury LMTD 148 859 0 20 Apr 2020
Deep Learning Models for Multilingual Hate Speech Detection Sai Saket Aluru Binny Mathew Punyajoy Saha Animesh Mukherjee 102 152 0 14 Apr 2020
Cross-lingual Zero- and Few-shot Hate Speech Detection Utilising Frozen Transformer Language Models and AXEL Lukas Stappen Fabian Brunn Björn Schuller VLM 82 66 0 13 Apr 2020
LAReQA: Language-agnostic answer retrieval from a multilingual pool Uma Roy Noah Constant Rami Al-Rfou Aditya Barua Aaron B. Phillips Yinfei Yang RALM 65 56 0 11 Apr 2020
Understanding Cross-Lingual Syntactic Transfer in Multilingual Recurrent Neural Networks Prajit Dhar Arianna Bisazza 44 10 0 31 Mar 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 232 978 0 24 Mar 2020
A Survey on Contextual Embeddings Qi Liu Matt J. Kusner Phil Blunsom 276 151 0 16 Mar 2020
PhoBERT: Pre-trained language models for Vietnamese Dat Quoc Nguyen A. Nguyen 270 357 0 02 Mar 2020
From English To Foreign Languages: Transferring Pre-trained Language Models Ke M. Tran 50 52 0 18 Feb 2020
CoVoST: A Diverse Multilingual Speech-To-Text Translation Corpus Changhan Wang J. Pino Anne Wu Jiatao Gu SLR 111 86 0 04 Feb 2020
Massively Multilingual Document Alignment with Cross-lingual Sentence-Mover's Distance Ahmed El-Kishky Francisco Guzmán 69 15 0 31 Jan 2020
Parameter Space Factorization for Zero-Shot Learning across Tasks and Languages Edoardo Ponti Ivan Vulić Ryan Cotterell Marinela Parović Roi Reichart Anna Korhonen BDL 114 29 0 30 Jan 2020