Unsupervised Cross-lingual Representation Learning at Scale

5 November 2019

Francisco Guzmán

Luke Zettlemoyer

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

50 / 1,196 papers shown

Title
Subword Mapping and Anchoring across Languages Giorgos Vernikos Andrei Popescu-Belis 70 12 0 09 Sep 2021
Cross-lingual Transfer for Text Classification with Dictionary-based Heterogeneous Graph Nuttapong Chairatanakul Noppayut Sriwatanasakdi Nontawat Charoenphakdee Xin Liu T. Murata 26 4 0 09 Sep 2021
Translate & Fill: Improving Zero-Shot Multilingual Semantic Parsing with Synthetic Data Massimo Nicosia Zhongdi Qu Yasemin Altun 27 26 0 09 Sep 2021
MetaXT: Meta Cross-Task Transfer between Disparate Label Spaces Srinagesh Sharma Guoqing Zheng Ahmed Hassan Awadallah 27 1 0 09 Sep 2021
Discrete and Soft Prompting for Multilingual Models Mengjie Zhao Hinrich Schütze LRM 18 71 0 08 Sep 2021
NSP-BERT: A Prompt-based Few-Shot Learner Through an Original Pre-training Task--Next Sentence Prediction Yi Sun Yu Zheng Chao Hao Hangping Qiu VLM 41 37 0 08 Sep 2021
ExCode-Mixed: Explainable Approaches towards Sentiment Analysis on Code-Mixed Data using BERT models Aman Priyanshu Aleti Vardhan Sudarshan Sivakumar Supriti Vijay Nipuna Chhabra 24 0 0 07 Sep 2021
Infusing Future Information into Monotonic Attention Through Language Models Mohd Abbas Zaidi S. Indurthi Beomseok Lee Nikhil Kumar Lakumarapu Sangha Kim 27 2 0 07 Sep 2021
IndicBART: A Pre-trained Model for Indic Natural Language Generation Raj Dabre Himani Shrotriya Anoop Kunchukuttan Ratish Puduppully Mitesh M. Khapra Pratyush Kumar 47 70 0 07 Sep 2021
Mixed Attention Transformer for Leveraging Word-Level Knowledge to Neural Cross-Lingual Information Retrieval Zhiqi Huang Hamed Bonab Sheikh Muhammad Sarwar Razieh Rahimi James Allan 40 10 0 07 Sep 2021
Nearest Neighbour Few-Shot Learning for Cross-lingual Classification M Saiful Bari Batool Haider Saab Mansour VLM 19 13 0 06 Sep 2021
FewshotQA: A simple framework for few-shot learning of question answering tasks using pre-trained text-to-text models Rakesh Chada P. Natarajan 36 45 0 04 Sep 2021
Learning from Multiple Noisy Augmented Data Sets for Better Cross-Lingual Spoken Language Understanding Yingmei Guo Linjun Shou J. Pei Ming Gong Mingxing Xu Zhiyong Wu Daxin Jiang 32 5 0 03 Sep 2021
MultiEURLEX -- A multi-lingual and multi-label legal document classification dataset for zero-shot cross-lingual transfer Ilias Chalkidis Manos Fergadiotis Ion Androutsopoulos AILaw 27 107 0 02 Sep 2021
Survey of Low-Resource Machine Translation Barry Haddow Rachel Bawden Antonio Valerio Miceli Barone Jindvrich Helcl Alexandra Birch AIMat 39 150 0 01 Sep 2021
Boosting Cross-Lingual Transfer via Self-Learning with Uncertainty Estimation Liyan Xu Xuchao Zhang Xujiang Zhao Haifeng Chen F. Chen Jinho Choi 28 14 0 01 Sep 2021
Sentence Bottleneck Autoencoders from Transformer Language Models Ivan Montero Nikolaos Pappas Noah A. Smith AI4CE 22 28 0 31 Aug 2021
mMARCO: A Multilingual Version of the MS MARCO Passage Ranking Dataset L. Bonifacio Vitor Jeronymo Hugo Queiroz Abonizio Israel Campiotti Marzieh Fadaee R. Lotufo Rodrigo Nogueira 42 108 0 31 Aug 2021
MELM: Data Augmentation with Masked Entity Language Modeling for Low-Resource NER Ran Zhou Xin Li Ruidan He Lidong Bing Min Zhang Luo Si Steven C. H. Hoi 34 95 0 31 Aug 2021
AraT5: Text-to-Text Transformers for Arabic Language Generation El Moatez Billah Nagoudi AbdelRahim Elmadany Muhammad Abdul-Mageed 92 118 0 31 Aug 2021
Translation Error Detection as Rationale Extraction M. Fomicheva Lucia Specia Nikolaos Aletras 21 23 0 27 Aug 2021
Offensive Language Identification in Low-resourced Code-mixed Dravidian languages using Pseudo-labeling Adeep Hande Karthik Puranik Konthala Yasaswini R. Priyadharshini Sajeetha Thavareesan Anbukkarasi Sampath Kogilavani Shanmugavadivel D. Thenmozhi Bharathi Raja Chakravarthi 29 29 0 27 Aug 2021
Product-oriented Machine Translation with Cross-modal Cross-lingual Pre-training Yuqing Song Shizhe Chen Qin Jin Wei Luo Jun Xie Fei Huang 24 18 0 25 Aug 2021
Towards Offensive Language Identification for Tamil Code-Mixed YouTube Comments and Posts Charangan Vasantharajan Uthayasanker Thayasivam 26 38 0 24 Aug 2021
Are the Multilingual Models Better? Improving Czech Sentiment with Transformers Pavel Přibáň J. Steinberger 36 11 0 24 Aug 2021
Metric Learning in Multilingual Sentence Similarity Measurement for Document Alignment Charith Rajitha Lakmali Piyarathne Dilan Sachintha Surangika Ranathunga 22 3 0 21 Aug 2021
Do Images really do the Talking? Analysing the significance of Images in Tamil Troll meme classification Siddhanth U Hegde Adeep Hande R. Priyadharshini Sajeetha Thavareesan Ratnasingam Sakuntharaj S. Thangasamy B. Bharathi Bharathi Raja Chakravarthi 42 7 0 09 Aug 2021
Facebook AI WMT21 News Translation Task Submission C. Tran Shruti Bhosale James Cross Philipp Koehn Sergey Edunov Angela Fan VLM 134 81 0 06 Aug 2021
Cross-lingual Capsule Network for Hate Speech Detection in Social Media Aiqi Jiang A. Zubiaga 23 14 0 06 Aug 2021
EENLP: Cross-lingual Eastern European NLP Index Alexey Tikhonov Alex Malkhasov A. Manoshin George-Andrei Dima Réka Cserháti Md. Sadek Hossain Asif Matt Sárdi 31 2 0 05 Aug 2021
Log-based Anomaly Detection Without Log Parsing Van-Hoang Le Hongyu Zhang 30 179 0 04 Aug 2021
PARADISE: Exploiting Parallel Data for Multilingual Sequence-to-Sequence Pretraining Machel Reid Mikel Artetxe VLM 50 26 0 04 Aug 2021
Changes in European Solidarity Before and During COVID-19: Evidence from a Large Crowd- and Expert-Annotated Twitter Dataset A. Ils Dan Liu Daniela Grunow Steffen Eger 29 8 0 02 Aug 2021
Transfer Learning for Mining Feature Requests and Bug Reports from Tweets and App Store Reviews Pablo Restrepo Henao Jannik Fischbach Dominik Spies Julian Frattini Andreas Vogelsang 18 25 0 02 Aug 2021
IIITG-ADBU@HASOC-Dravidian-CodeMix-FIRE2020: Offensive Content Detection in Code-Mixed Dravidian Text Arup Baruah K. Das F. Barbhuiya Kuntal Dey 22 12 0 29 Jul 2021
SeqScore: Addressing Barriers to Reproducible Named Entity Recognition Evaluation Chester Palen-Michel Nolan Holley Constantine Lignos 32 12 0 29 Jul 2021
Pre-train, Prompt, and Predict: A Systematic Survey of Prompting Methods in Natural Language Processing Pengfei Liu Weizhe Yuan Jinlan Fu Zhengbao Jiang Hiroaki Hayashi Graham Neubig VLM SyDa 73 3,853 0 28 Jul 2021
Exceeding the Limits of Visual-Linguistic Multi-Task Learning Cameron R. Wolfe Keld T. Lundgaard VLM 45 2 0 27 Jul 2021
Cross-lingual Transferring of Pre-trained Contextualized Language Models Zuchao Li Kevin Parnow Hai Zhao ZhuoSheng Zhang Rui Wang Masao Utiyama Eiichiro Sumita 13 8 0 27 Jul 2021
One Question Answering Model for Many Languages with Cross-lingual Dense Passage Retrieval Akari Asai Xinyan Velocity Yu Jungo Kasai Hannaneh Hajishirzi RALM LRM 27 70 0 26 Jul 2021
Modelling Latent Translations for Cross-Lingual Transfer Edoardo Ponti Julia Kreutzer Ivan Vulić Siva Reddy 34 18 0 23 Jul 2021
To Ship or Not to Ship: An Extensive Evaluation of Automatic Metrics for Machine Translation Tom Kocmi C. Federmann Roman Grundkiewicz Marcin Junczys-Dowmunt Hitokazu Matsushita Arul Menezes 31 204 0 22 Jul 2021
Evaluation of contextual embeddings on less-resourced languages Matej Ulvcar Alevs vZagar C. S. Armendariz Andravz Repar Senja Pollak Matthew Purver Marko Robnik-vSikonja 36 11 0 22 Jul 2021
Generative Pretraining for Paraphrase Evaluation J. Weston R. Lenain U. Meepegama E. Fristed AIMat 27 10 0 17 Jul 2021
Are Multilingual Models the Best Choice for Moderately Under-resourced Languages? A Comprehensive Assessment for Catalan Jordi Armengol-Estapé C. Carrino Carlos Rodríguez-Penagos Ona de Gibert Bonet Carme Armentano-Oller Aitor Gonzalez-Agirre Maite Melero Marta Villegas 68 42 0 16 Jul 2021
TGIF: Tree-Graph Integrated-Format Parser for Enhanced UD with Two-Stage Generic- to Individual-Language Finetuning Tianze Shi Lillian Lee 30 7 0 14 Jul 2021
A Survey on Low-Resource Neural Machine Translation Rui Wang Xu Tan Renqian Luo Tao Qin Tie-Yan Liu 3DV 38 58 0 09 Jul 2021
A Primer on Pretrained Multilingual Language Models Sumanth Doddapaneni Gowtham Ramesh Mitesh M. Khapra Anoop Kunchukuttan Pratyush Kumar LRM 43 74 0 01 Jul 2021
Knowledge Distillation for Quality Estimation Amit Gajbhiye M. Fomicheva Fernando Alva-Manchego Frédéric Blain A. Obamuyide Nikolaos Aletras Lucia Specia 24 11 0 01 Jul 2021
Revisiting the Primacy of English in Zero-shot Cross-lingual Transfer Iulia Turc Kenton Lee Jacob Eisenstein Ming-Wei Chang Kristina Toutanova 26 58 0 30 Jun 2021