Unsupervised Cross-lingual Representation Learning at Scale

5 November 2019

Francisco Guzmán

Luke Zettlemoyer

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

50 / 1,223 papers shown

Title
MiDe22: An Annotated Multi-Event Tweet Dataset for Misinformation Detection Cagri Toraman Oguzhan Ozcelik Furkan Şahinuç Fazli Can 38 12 0 11 Oct 2022
IsoVec: Controlling the Relative Isomorphism of Word Embedding Spaces Kelly Marchisio Neha Verma Kevin Duh Philipp Koehn 37 6 0 11 Oct 2022
Multilingual Representation Distillation with Contrastive Learning Weiting Tan Kevin Heffernan Holger Schwenk Philipp Koehn 43 16 0 10 Oct 2022
Metaphorical Paraphrase Generation: Feeding Metaphorical Language Models with Literal Texts Giorgio Ottolina John Pavlopoulos 26 1 0 10 Oct 2022
HumSet: Dataset of Multilingual Information Extraction and Classification for Humanitarian Crisis Response Selim Fekih Nicolò Tamagnone Benjamin Minixhofer R. Shrestha Ximena Contla Ewan Oglethorpe Navid Rekabsaz 21 6 0 10 Oct 2022
Detecting Label Errors in Token Classification Data Wei-Chen Wang Jonas W. Mueller 34 13 0 08 Oct 2022
C2KD: Cross-Lingual Cross-Modal Knowledge Distillation for Multilingual Text-Video Retrieval Andrew Rouditchenko Yung-Sung Chuang Nina Shvetsova Samuel Thomas Rogerio Feris Brian Kingsbury Leonid Karlinsky David Harwath Hilde Kuehne James R. Glass VLM 39 4 0 07 Oct 2022
Hate Speech and Offensive Language Detection in Bengali Mithun Das Somnath Banerjee Punyajoy Saha Animesh Mukherjee 33 27 0 07 Oct 2022
Event Extraction: A Survey Viet Dac Lai 28 9 0 07 Oct 2022
Robust Unsupervised Cross-Lingual Word Embedding using Domain Flow Interpolation Liping Tang Zhen Li Zhiquan Luo Helen Meng OOD 28 0 0 07 Oct 2022
Language Models are Multilingual Chain-of-Thought Reasoners Freda Shi Mirac Suzgun Markus Freitag Xuezhi Wang Suraj Srivats ... Yi Tay Sebastian Ruder Denny Zhou Dipanjan Das Jason W. Wei ReLM LRM 174 337 0 06 Oct 2022
Digital Asset Valuation: A Study on Domain Names, Email Addresses, and NFTs Kai Sun 16 2 0 06 Oct 2022
Improving Sentiment Analysis By Emotion Lexicon Approach on Vietnamese Texts An Long Doan Son T. Luu 12 4 0 05 Oct 2022
SemEval 2023 Task 9: Multilingual Tweet Intimacy Analysis Jiaxin Pei Vítor Silva Maarten W. Bos Yozon Liu Leonardo Neves David Jurgens Francesco Barbieri 55 28 0 03 Oct 2022
Out-of-Distribution Detection and Selective Generation for Conditional Language Models Jie Jessie Ren Jiaming Luo Yao-Min Zhao Kundan Krishna Mohammad Saleh Balaji Lakshminarayanan Peter J. Liu OODD 75 98 0 30 Sep 2022
Depth-Wise Attention (DWAtt): A Layer Fusion Method for Data-Efficient Classification Muhammad N. ElNokrashy Badr AlKhamissi Mona T. Diab MoMe 25 4 0 30 Sep 2022
Bidirectional Language Models Are Also Few-shot Learners Ajay Patel Bryan Li Mohammad Sadegh Rasooli Noah Constant Colin Raffel Chris Callison-Burch LRM 70 45 0 29 Sep 2022
Direct Speech Translation for Automatic Subtitling Sara Papi Marco Gaido Alina Karakanta Mauro Cettolo Matteo Negri Marco Turchi 59 11 0 27 Sep 2022
End-to-end Multilingual Coreference Resolution with Mention Head Prediction O. Pražák Miloslav Konopík LRM 29 14 0 26 Sep 2022
TaskMix: Data Augmentation for Meta-Learning of Spoken Intent Understanding Surya Kant Sahu 33 0 0 26 Sep 2022
An Empirical Study on Cross-X Transfer for Legal Judgment Prediction Joel Niklaus Matthias Sturmer Ilias Chalkidis ELM AILaw 57 19 0 25 Sep 2022
Moral Mimicry: Large Language Models Produce Moral Rationalizations Tailored to Political Identity Gabriel Simmons 108 57 0 24 Sep 2022
Efficient Few-Shot Learning Without Prompts Lewis Tunstall Nils Reimers Unso Eun Seo Jo Luke Bates Daniel Korat Moshe Wasserblat Oren Pereg VLM 41 183 0 22 Sep 2022
MonoByte: A Pool of Monolingual Byte-level Language Models Hugo Queiroz Abonizio Leandro Rodrigues de Souza R. Lotufo Rodrigo Nogueira 48 1 0 22 Sep 2022
Approaching English-Polish Machine Translation Quality Assessment with Neural-based Methods Artur Nowakowski 21 0 0 22 Sep 2022
LINGUIST: Language Model Instruction Tuning to Generate Annotated Utterances for Intent Classification and Slot Tagging Andrew Rosenbaum Saleh Soltan Wael Hamza Yannick Versley M. Boese 29 43 0 20 Sep 2022
Language Varieties of Italy: Technology Challenges and Opportunities Alan Ramponi 29 7 0 20 Sep 2022
ALEXSIS-PT: A New Resource for Portuguese Lexical Simplification Kai North Marcos Zampieri Tharindu Ranasinghe 45 11 0 19 Sep 2022
From Disfluency Detection to Intent Detection and Slot Filling M. Dao Thinh Hung Truong Dat Quoc Nguyen 40 3 0 17 Sep 2022
De-Identification of French Unstructured Clinical Notes for Machine Learning Tasks Yakini Tchouka Jean-François Couchot Maxime Coulmeau David Laiymani Philippe Selles Azzedine Rahmani OOD 22 5 0 16 Sep 2022
ÚFAL CorPipe at CRAC 2022: Effectivity of Multilingual Models for Coreference Resolution Milan Straka Jana Straková LRM 50 13 0 15 Sep 2022
Linear Transformations for Cross-lingual Sentiment Analysis Pavel Přibáň Jakub Šmíd Adam Mištera Pavel Král 28 3 0 15 Sep 2022
Revisiting the Practical Effectiveness of Constituency Parse Extraction from Pre-trained Language Models Taeuk Kim 48 1 0 15 Sep 2022
Parameter-Efficient Finetuning for Robust Continual Multilingual Learning Kartikeya Badola Shachi Dave Partha P. Talukdar CLL KELM 39 8 0 14 Sep 2022
Language Chameleon: Transformation analysis between languages using Cross-lingual Post-training based on Pre-trained language models Suhyune Son Chanjun Park Jungseob Lee Midan Shim Chanhee Lee Yoonna Jang Jaehyung Seo Heu-Jeoung Lim 36 0 0 14 Sep 2022
CometKiwi: IST-Unbabel 2022 Submission for the Quality Estimation Shared Task Ricardo Rei Marcos Vinícius Treviso Nuno M. Guerreiro Chrysoula Zerva Ana C. Farinha ... T. Glushkova Duarte M. Alves A. Lavie Luísa Coheur André F. T. Martins 63 144 0 13 Sep 2022
Multi-stage Distillation Framework for Cross-Lingual Semantic Similarity Matching Kunbo Ding Weijie Liu Yuejian Fang Zhe Zhao Qi Ju Xuefeng Yang 25 1 0 13 Sep 2022
Rethink about the Word-level Quality Estimation for Machine Translation from Human Judgement Zhen Yang Fandong Meng Yuanmeng Yan Jie Zhou 44 3 0 13 Sep 2022
Detecting Network-based Internet Censorship via Latent Feature Representation Learning Shawn P. Duncan Hui Chen 38 1 0 12 Sep 2022
Multilingual Transformer Language Model for Speech Recognition in Low-resource Languages Li Miao Jian Wu Piyush Behre Shuangyu Chang S. Parthasarathy 26 2 0 08 Sep 2022
Knowledge Based Template Machine Translation In Low-Resource Setting Zilu Tang Derry Wijaya 24 0 0 08 Sep 2022
CLaCLab at SocialDisNER: Using Medical Gazetteers for Named-Entity Recognition of Disease Mentions in Spanish Tweets Harsh Verma Parsa Bagherzadeh S. Bergler 9 4 0 08 Sep 2022
AILAB-Udine@SMM4H 22: Limits of Transformers and BERT Ensembles Beatrice Portelli Simone Scaboro Emmanuele Chersoni Enrico Santus Giuseppe Serra MoE 24 5 0 07 Sep 2022
Improving the Cross-Lingual Generalisation in Visual Question Answering Farhad Nooralahzadeh Rico Sennrich 37 5 0 07 Sep 2022
MultiCoNER: A Large-scale Multilingual dataset for Complex Named Entity Recognition S. Malmasi Anjie Fang B. Fetahu Sudipta Kar Oleg Rokhlenko 51 69 0 30 Aug 2022
Deep Learning-based approaches for automatic detection of shell nouns and evaluation on WikiText-2 C. Yao Cuihua Wang 11 0 0 25 Aug 2022
Bitext Mining for Low-Resource Languages via Contrastive Learning Weiting Tan Philipp Koehn 16 3 0 23 Aug 2022
Predicting Query-Item Relationship using Adversarial Training and Robust Modeling Techniques Min Seok Kim 35 0 0 23 Aug 2022
A Novel Multi-Task Learning Approach for Context-Sensitive Compound Type Identification in Sanskrit Jivnesh Sandhan Ashish Gupta Hrishikesh Terdalkar Tushar Sandhan S. Samanta Laxmidhar Behera Pawan Goyal 29 3 0 22 Aug 2022
Review of Natural Language Processing in Pharmacology D. Trajanov Vangel Trajkovski Makedonka Dimitrieva Jovana Dobreva Milos Jovanovik Matej Klemen Alevs vZagar Marko Robnik-vSikonja LM&MA 36 7 0 22 Aug 2022