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
Learning to Scaffold: Optimizing Model Explanations for Teaching Patrick Fernandes Marcos Vinícius Treviso Danish Pruthi André F. T. Martins Graham Neubig FAtt 32 22 0 22 Apr 2022
Generalized Quantifiers as a Source of Error in Multilingual NLU Benchmarks Ruixiang Cui Daniel Hershcovich Anders Søgaard 30 13 0 22 Apr 2022
SemEval-2022 Task 2: Multilingual Idiomaticity Detection and Sentence Embedding Harish Tayyar Madabushi Edward Gow-Smith Marcos García Carolina Scarton M. Idiart Aline Villavicencio 20 48 0 21 Apr 2022
Analyzing Gender Representation in Multilingual Models Hila Gonen Shauli Ravfogel Yoav Goldberg 25 11 0 20 Apr 2022
Optimize_Prime@DravidianLangTech-ACL2022: Emotion Analysis in Tamil Omkar Gokhale Shantanu Patankar Onkar Litake Aditya Mandke Dipali M. Kadam 24 1 0 19 Apr 2022
Cross-Lingual Phrase Retrieval Heqi Zheng Xiao Zhang Zewen Chi Heyan Huang T. Yan Tian Lan Wei Wei Xian-Ling Mao RALM LRM 35 3 0 19 Apr 2022
Multimodal Hate Speech Detection from Bengali Memes and Texts Md. Rezaul Karim Sumon Dey Tanhim Islam Md. Shajalal Bharathi Raja Chakravarthi 21 29 0 19 Apr 2022
IndicXNLI: Evaluating Multilingual Inference for Indian Languages Divyanshu Aggarwal V. Gupta Anoop Kunchukuttan 36 27 0 19 Apr 2022
Mono vs Multilingual BERT for Hate Speech Detection and Text Classification: A Case Study in Marathi Abhishek Velankar H. Patil Raviraj Joshi 50 31 0 19 Apr 2022
L3Cube-HingCorpus and HingBERT: A Code Mixed Hindi-English Dataset and BERT Language Models Ravindra Nayak Raviraj Joshi 25 41 0 18 Apr 2022
Detect Rumors in Microblog Posts for Low-Resource Domains via Adversarial Contrastive Learning Hongzhan Lin Jing Ma Liangliang Chen Zhiwei Yang Mingfei Cheng Guang Chen 47 55 0 18 Apr 2022
Language Contamination Helps Explain the Cross-lingual Capabilities of English Pretrained Models Terra Blevins Luke Zettlemoyer 47 85 0 17 Apr 2022
WordAlchemy: A transformer-based Reverse Dictionary S. Mane Harshali B. Patil Kanhaiya Madaswar Pranav Sadavarte 24 5 0 16 Apr 2022
mGPT: Few-Shot Learners Go Multilingual Oleh Shliazhko Alena Fenogenova Maria Tikhonova Vladislav Mikhailov Anastasia Kozlova Tatiana Shavrina 56 149 0 15 Apr 2022
XLMRQA: Open-Domain Question Answering on Vietnamese Wikipedia-based Textual Knowledge Source Kiet Van Nguyen Phong Nguyen-Thuan Do N. D. Nguyen Tin Van Huynh A. Nguyen Ngan Luu-Thuy Nguyen 29 6 0 14 Apr 2022
Learning to Generalize to More: Continuous Semantic Augmentation for Neural Machine Translation Xiangpeng Wei Heng Yu Yue Hu Rongxiang Weng Weihua Luo Jun Xie Rong Jin CLL 22 24 0 14 Apr 2022
Multilingual Event Linking to Wikidata Adithya Pratapa Rishubh Gupta Teruko Mitamura 29 7 0 13 Apr 2022
HIT at SemEval-2022 Task 2: Pre-trained Language Model for Idioms Detection Zheng Chu Ziqing Yang Yiming Cui Zhigang Chen Ming Liu 32 4 0 13 Apr 2022
XQA-DST: Multi-Domain and Multi-Lingual Dialogue State Tracking Han Zhou Ignacio Iacobacci Pasquale Minervini 42 2 0 12 Apr 2022
MuCoT: Multilingual Contrastive Training for Question-Answering in Low-resource Languages Gokul Karthik Kumar Abhishek Singh Gehlot Sahal Shaji Mullappilly Karthik Nandakumar 39 13 0 12 Apr 2022
A Call for Clarity in Beam Search: How It Works and When It Stops Jungo Kasai Keisuke Sakaguchi Ronan Le Bras Dragomir R. Radev Yejin Choi Noah A. Smith 28 6 0 11 Apr 2022
Survey of Aspect-based Sentiment Analysis Datasets Siva Uday Sampreeth Chebolu Franck Dernoncourt Nedim Lipka Thamar Solorio 43 5 0 11 Apr 2022
Team ÚFAL at CMCL 2022 Shared Task: Figuring out the correct recipe for predicting Eye-Tracking features using Pretrained Language Models Sunit Bhattacharya Rishu Kumar Ondrej Bojar 18 2 0 11 Apr 2022
Adapting BigScience Multilingual Model to Unseen Languages Zheng-Xin Yong Vassilina Nikoulina 29 5 0 11 Apr 2022
HFL at SemEval-2022 Task 8: A Linguistics-inspired Regression Model with Data Augmentation for Multilingual News Similarity Zihang Xu Ziqing Yang Yiming Cui Zhigang Chen 24 6 0 11 Apr 2022
MMTAfrica: Multilingual Machine Translation for African Languages Chris C. Emezue Bonaventure F. P. Dossou 32 24 0 08 Apr 2022
Marvelous Agglutinative Language Effect on Cross Lingual Transfer Learning Wooyoung Kim Chaerin Jo Minjung Kim Wooju Kim 24 1 0 08 Apr 2022
Mapping the Multilingual Margins: Intersectional Biases of Sentiment Analysis Systems in English, Spanish, and Arabic Antonio Camara Nina Taneja Tamjeed Azad Emily Allaway R. Zemel 24 21 0 07 Apr 2022
BERTuit: Understanding Spanish language in Twitter through a native transformer Javier Huertas-Tato Alejandro Martín David Camacho 26 9 0 07 Apr 2022
Global Readiness of Language Technology for Healthcare: What would it Take to Combat the Next Pandemic? Ishani Mondal Kabir Ahuja Mohit Jain Jacki O Neil Kalika Bali Monojit Choudhury ELM LM&MA 31 4 0 06 Apr 2022
Combining Spectral and Self-Supervised Features for Low Resource Speech Recognition and Translation Dan Berrebbi Jiatong Shi Brian Yan Osbel López-Francisco Jonathan D. Amith Shinji Watanabe 15 26 0 05 Apr 2022
Parameter-Efficient Neural Reranking for Cross-Lingual and Multilingual Retrieval Robert Litschko Ivan Vulić Goran Glavaš LRM 47 14 0 05 Apr 2022
Multilinguals at SemEval-2022 Task 11: Transformer Based Architecture for Complex NER Amit Pandey Swayatta Daw Vikram Pudi 22 3 0 05 Apr 2022
Detecting Anchors' Opinion in Hinghlish News Delivery Siddharth Sadhwani Nishant Grover Md. Shad Akhtar Tanmoy Chakraborty 27 1 0 05 Apr 2022
A Part-of-Speech Tagger for Yiddish S. Kulick Neville Ryant Beatrice Santorini Joel C. Wallenberg Assaf Urieli 26 0 0 03 Apr 2022
On Efficiently Acquiring Annotations for Multilingual Models Joel Ruben Antony Moniz Barun Patra Matthew R. Gormley 41 7 0 03 Apr 2022
A Dual-Contrastive Framework for Low-Resource Cross-Lingual Named Entity Recognition Yingwen Fu Nankai Lin Ziyu Yang Shengyi Jiang 26 4 0 02 Apr 2022
CL-XABSA: Contrastive Learning for Cross-lingual Aspect-based Sentiment Analysis Nankai Lin Yingwen Fu Xiaotian Lin Aimin Yang Shengyi Jiang 45 16 0 02 Apr 2022
indic-punct: An automatic punctuation restoration and inverse text normalization framework for Indic languages Anirudh Gupta Neeraj Chhimwal Ankur Dhuriya Rishabh Gaur Priyanshi Shah Harveen Singh Chadha Vivek Raghavan 22 2 0 31 Mar 2022
Auto-MLM: Improved Contrastive Learning for Self-supervised Multi-lingual Knowledge Retrieval Wenshen Xu M. Maimaiti Yuanhang Zheng Xin Tang Ji Zhang RALM SSL 16 2 0 30 Mar 2022
TextPruner: A Model Pruning Toolkit for Pre-Trained Language Models Ziqing Yang Yiming Cui Zhigang Chen SyDa VLM 31 12 0 30 Mar 2022
bitsa_nlp@LT-EDI-ACL2022: Leveraging Pretrained Language Models for Detecting Homophobia and Transphobia in Social Media Comments Vitthal Bhandari Poonam Goyal 33 16 0 27 Mar 2022
Metaphors in Pre-Trained Language Models: Probing and Generalization Across Datasets and Languages Ehsan Aghazadeh Mohsen Fayyaz Yadollah Yaghoobzadeh 33 51 0 26 Mar 2022
L3Cube-MahaHate: A Tweet-based Marathi Hate Speech Detection Dataset and BERT models Abhishek Velankar H. Patil Amol Gore Shubham Salunke Raviraj Joshi 35 39 0 25 Mar 2022
Probing Pre-Trained Language Models for Cross-Cultural Differences in Values Arnav Arora Lucie-Aimée Kaffee Isabelle Augenstein VLM 48 124 0 25 Mar 2022
One Country, 700+ Languages: NLP Challenges for Underrepresented Languages and Dialects in Indonesia Alham Fikri Aji Genta Indra Winata Fajri Koto Samuel Cahyawijaya Ade Romadhony ... David Moeljadi Radityo Eko Prasojo Timothy Baldwin Jey Han Lau Sebastian Ruder 42 100 0 24 Mar 2022
Probing for Labeled Dependency Trees Max Müller-Eberstein Rob van der Goot Barbara Plank 19 7 0 24 Mar 2022
Listening to Affected Communities to Define Extreme Speech: Dataset and Experiments Antonis Maronikolakis Axel Wisiorek Leah Nann Haris Jabbar Sahana Udupa Hinrich Schütze 30 24 0 22 Mar 2022
Factual Consistency of Multilingual Pretrained Language Models Constanza Fierro Anders Søgaard HILM 27 15 0 22 Mar 2022
VLSP 2021 - ViMRC Challenge: Vietnamese Machine Reading Comprehension Kiet Van Nguyen Son Quoc Tran Luan Thanh Nguyen Tin Van Huynh Son T. Luu Ngan Luu-Thuy Nguyen 35 12 0 22 Mar 2022