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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"

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Title
Deception detection in text and its relation to the cultural dimension of individualism/collectivism Katerina Papantoniou P. Papadakos Theodore Patkos G. Flouris Ion Androutsopoulos Dimitris Plexousakis 87 7 0 26 May 2021
Unsupervised Multilingual Sentence Embeddings for Parallel Corpus Mining Ivana Kvapilíková Mikel Artetxe Gorka Labaka Eneko Agirre Ondrej Bojar SSL 66 36 0 21 May 2021
Contrastive Learning for Many-to-many Multilingual Neural Machine Translation Xiao Pan Mingxuan Wang Liwei Wu Lei Li 97 207 0 20 May 2021
Analysing The Impact Of Linguistic Features On Cross-Lingual Transfer B. Dolički Gerasimos Spanakis 70 18 0 12 May 2021
Backretrieval: An Image-Pivoted Evaluation Metric for Cross-Lingual Text Representations Without Parallel Corpora Mikhail Fain Niall Twomey Danushka Bollegala 29 2 0 11 May 2021
Generalising Multilingual Concept-to-Text NLG with Language Agnostic Delexicalisation Giulio Zhou Gerasimos Lampouras 43 3 0 07 May 2021
Russian News Clustering and Headline Selection Shared Task I. Gusev I. Smurov 32 7 0 03 May 2021
Evaluating the Values of Sources in Transfer Learning Md. Rizwan Parvez Kai-Wei Chang 73 18 0 26 Apr 2021
Deep learning for sentence clustering in essay grading support Li-Hsin Chang Iiro Rastas S. Pyysalo Filip Ginter 52 8 0 23 Apr 2021
skweak: Weak Supervision Made Easy for NLP Pierre Lison Jeremy Barnes A. Hubin 66 44 0 19 Apr 2021
Constrained Language Models Yield Few-Shot Semantic Parsers Richard Shin C. H. Lin Sam Thomson Charles C. Chen Subhro Roy Emmanouil Antonios Platanios Adam Pauls Dan Klein J. Eisner Benjamin Van Durme 395 206 0 18 Apr 2021
AmericasNLI: Evaluating Zero-shot Natural Language Understanding of Pretrained Multilingual Models in Truly Low-resource Languages Abteen Ebrahimi Manuel Mager Arturo Oncevay Vishrav Chaudhary Luis Chiruzzo ... Graham Neubig Alexis Palmer Rolando A. Coto Solano Ngoc Thang Vu Katharina Kann 160 74 0 18 Apr 2021
CLIPScore: A Reference-free Evaluation Metric for Image Captioning Jack Hessel Ari Holtzman Maxwell Forbes Ronan Le Bras Yejin Choi CLIP 229 1,595 0 18 Apr 2021
MT6: Multilingual Pretrained Text-to-Text Transformer with Translation Pairs Zewen Chi Li Dong Shuming Ma Shaohan Huang Xian-Ling Mao Heyan Huang Furu Wei LRM 123 74 0 18 Apr 2021
XLEnt: Mining a Large Cross-lingual Entity Dataset with Lexical-Semantic-Phonetic Word Alignment Ahmed El-Kishky Adithya Renduchintala James Cross Francisco Guzmán Philipp Koehn 67 18 0 17 Apr 2021
BERT2Code: Can Pretrained Language Models be Leveraged for Code Search? Abdullah Al Ishtiaq Masum Hasan Md. Mahim Anjum Haque Kazi Sajeed Mehrab Tanveer Muttaqueen Tahmid Hasan Anindya Iqbal Rifat Shahriyar 41 5 0 16 Apr 2021
Are Classes Clusters? Kees Varekamp 16 2 0 16 Apr 2021
XTREME-R: Towards More Challenging and Nuanced Multilingual Evaluation Sebastian Ruder Noah Constant Jan A. Botha Aditya Siddhant Orhan Firat ... Pengfei Liu Junjie Hu Dan Garrette Graham Neubig Melvin Johnson ELM AAML LRM 93 190 0 15 Apr 2021
The Curious Case of Hallucinations in Neural Machine Translation Vikas Raunak Arul Menezes Marcin Junczys-Dowmunt 229 195 0 14 Apr 2021
Samanantar: The Largest Publicly Available Parallel Corpora Collection for 11 Indic Languages Gowtham Ramesh Sumanth Doddapaneni Aravinth Bheemaraj Mayank Jobanputra AK Raghavan ... K. Deepak Vivek Raghavan Anoop Kunchukuttan Pratyush Kumar Mitesh Khapra LRM 106 235 0 12 Apr 2021
Disentangling Semantics and Syntax in Sentence Embeddings with Pre-trained Language Models James Y. Huang Kuan-Hao Huang Kai-Wei Chang 76 21 0 11 Apr 2021
A Neighbourhood Framework for Resource-Lean Content Flagging Sheikh Muhammad Sarwar Dimitrina Zlatkova Momchil Hardalov Yoan Dinkov Isabelle Augenstein Preslav Nakov 62 5 0 31 Mar 2021
Quality at a Glance: An Audit of Web-Crawled Multilingual Datasets Julia Kreutzer Isaac Caswell Lisa Wang Ahsan Wahab D. Esch ... Duygu Ataman Orevaoghene Ahia Oghenefego Ahia Sweta Agrawal Mofetoluwa Adeyemi 66 280 0 22 Mar 2021
Code-Mixing on Sesame Street: Dawn of the Adversarial Polyglots Samson Tan Shafiq Joty AAML 98 36 0 17 Mar 2021
Towards Multi-Sense Cross-Lingual Alignment of Contextual Embeddings Linlin Liu Thien Hai Nguyen Shafiq Joty Lidong Bing Luo Si 102 5 0 11 Mar 2021
Are pre-trained text representations useful for multilingual and multi-dimensional language proficiency modeling? Taraka Rama Sowmya Vajjala 38 6 0 25 Feb 2021
Hate-Alert@DravidianLangTech-EACL2021: Ensembling strategies for Transformer-based Offensive language Detection Debjoy Saha Naman Paharia Debajit Chakraborty Punyajoy Saha Animesh Mukherjee 39 38 0 19 Feb 2021
"Short is the Road that Leads from Fear to Hate": Fear Speech in Indian WhatsApp Groups Punyajoy Saha Binny Mathew Kiran Garimella Animesh Mukherjee 64 52 0 07 Feb 2021
The Multilingual TEDx Corpus for Speech Recognition and Translation Elizabeth Salesky Sanjeev Khudanpur Jacob Bremerman R. Cattoni Matteo Negri Marco Turchi Douglas W. Oard Matt Post 79 126 0 02 Feb 2021
Combining Deep Generative Models and Multi-lingual Pretraining for Semi-supervised Document Classification Yi Zhu Ehsan Shareghi Yingzhen Li Roi Reichart Anna Korhonen VLM 41 5 0 26 Jan 2021
Meta-Learning for Effective Multi-task and Multilingual Modelling Ishan Tarunesh Sushil Khyalia Vishwajeet Kumar Ganesh Ramakrishnan Preethi Jyothi 81 16 0 25 Jan 2021
VoxPopuli: A Large-Scale Multilingual Speech Corpus for Representation Learning, Semi-Supervised Learning and Interpretation Changhan Wang M. Rivière Ann Lee Anne Wu Chaitanya Talnikar Daniel Haziza Mary Williamson J. Pino Emmanuel Dupoux SSL 150 498 0 02 Jan 2021
BanglaBERT: Language Model Pretraining and Benchmarks for Low-Resource Language Understanding Evaluation in Bangla Abhik Bhattacharjee Tahmid Hasan Wasi Uddin Ahmad Kazi Samin Mubasshir Md. Saiful Islam Anindya Iqbal M. Rahman Rifat Shahriyar SSL VLM 101 180 0 01 Jan 2021
Bilingual Lexicon Induction via Unsupervised Bitext Construction and Word Alignment Freda Shi Luke Zettlemoyer Sida I. Wang SSL 84 33 0 01 Jan 2021
A Closer Look at Few-Shot Crosslingual Transfer: The Choice of Shots Matters Mengjie Zhao Yi Zhu Ehsan Shareghi Ivan Vulić Roi Reichart Anna Korhonen Hinrich Schütze 112 64 0 31 Dec 2020
Universal Sentence Representation Learning with Conditional Masked Language Model Ziyi Yang Yinfei Yang Daniel Cer Jax Law Eric F. Darve SSL 84 58 0 28 Dec 2020
Pivot Through English: Reliably Answering Multilingual Questions without Document Retrieval Ivan Montero Shayne Longpre Ni Lao Andrew J. Frank Christopher DuBois LRM 64 5 0 28 Dec 2020
Simple or Complex? Learning to Predict Readability of Bengali Texts Susmoy Chakraborty Mir Tafseer Nayeem Wasi Uddin Ahmad 57 20 0 09 Dec 2020
Globetrotter: Connecting Languages by Connecting Images Dídac Surís Dave Epstein Carl Vondrick VLM 74 9 0 08 Dec 2020
Cross-lingual Transfer of Abstractive Summarizer to Less-resource Language Aleš Žagar Marko Robnik-Šikonja 68 9 0 08 Dec 2020
Score Combination for Improved Parallel Corpus Filtering for Low Resource Conditions Muhammad N. ElNokrashy Amr Hendy M. Abdelghaffar Mohamed Afify Ahmed Tawfik Hany Awadalla 48 3 0 16 Nov 2020
Probing Multilingual BERT for Genetic and Typological Signals Taraka Rama Lisa Beinborn Steffen Eger 63 25 0 04 Nov 2020
Biased TextRank: Unsupervised Graph-Based Content Extraction Ashkan Kazemi Verónica Pérez-Rosas Rada Mihalcea 147 30 0 02 Nov 2020
VECO: Variable and Flexible Cross-lingual Pre-training for Language Understanding and Generation Fuli Luo Wei Wang Jiahao Liu Yijia Liu Bin Bi Songfang Huang Fei Huang Luo Si 111 52 0 30 Oct 2020
Learning Contextualised Cross-lingual Word Embeddings and Alignments for Extremely Low-Resource Languages Using Parallel Corpora Takashi Wada Tomoharu Iwata Yuji Matsumoto Timothy Baldwin Jey Han Lau 120 7 0 27 Oct 2020
ReadOnce Transformers: Reusable Representations of Text for Transformers Shih-Ting Lin Ashish Sabharwal Tushar Khot 112 3 0 24 Oct 2020
Rethinking embedding coupling in pre-trained language models Hyung Won Chung Thibault Févry Henry Tsai Melvin Johnson Sebastian Ruder 177 143 0 24 Oct 2020
DICT-MLM: Improved Multilingual Pre-Training using Bilingual Dictionaries Aditi Chaudhary K. Raman Krishna Srinivasan Jiecao Chen 81 25 0 23 Oct 2020
Multilingual BERT Post-Pretraining Alignment Lin Pan Chung-Wei Hang Haode Qi Abhishek Shah Saloni Potdar Mo Yu 177 44 0 23 Oct 2020
Unsupervised Cross-lingual Adaptation for Sequence Tagging and Beyond Xin Li Lidong Bing Wenxuan Zhang Zheng Li Wai Lam 125 25 0 23 Oct 2020