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
Negativity Spreads Faster: A Large-Scale Multilingual Twitter Analysis on the Role of Sentiment in Political Communication Dimosthenis Antypas Alun D. Preece Jose Camacho-Collados 27 26 0 01 Feb 2022
XAlign: Cross-lingual Fact-to-Text Alignment and Generation for Low-Resource Languages Tushar Abhishek Shivprasad Sagare Bhavyajeet Singh Anubhav Sharma Manish Gupta Vasudeva Varma 24 9 0 01 Feb 2022
Deconfounded Representation Similarity for Comparison of Neural Networks Tianyu Cui Yogesh Kumar Pekka Marttinen Samuel Kaski CML 40 13 0 31 Jan 2022
Cross-Lingual Dialogue Dataset Creation via Outline-Based Generation Olga Majewska E. Razumovskaia Edoardo Ponti Ivan Vulić Anna Korhonen 39 28 0 31 Jan 2022
IGLUE: A Benchmark for Transfer Learning across Modalities, Tasks, and Languages Emanuele Bugliarello Fangyu Liu Jonas Pfeiffer Siva Reddy Desmond Elliott Edoardo Ponti Ivan Vulić MLLM VLM ELM 55 62 0 27 Jan 2022
Whose Language Counts as High Quality? Measuring Language Ideologies in Text Data Selection Suchin Gururangan Dallas Card Sarah K. Drier E. K. Gade Leroy Z. Wang Zeyu Wang Luke Zettlemoyer Noah A. Smith 175 74 0 25 Jan 2022
HC4: A New Suite of Test Collections for Ad Hoc CLIR Dawn J Lawrie J. Mayfield Douglas W. Oard Eugene Yang VLM AILaw 43 30 0 24 Jan 2022
Taxonomy Enrichment with Text and Graph Vector Representations Irina Nikishina M. Tikhomirov V. Logacheva Yuriy Nazarov Alexander Panchenko Natalia Loukachevitch 29 8 0 21 Jan 2022
NaijaSenti: A Nigerian Twitter Sentiment Corpus for Multilingual Sentiment Analysis Shamsuddeen Hassan Muhammad David Ifeoluwa Adelani Sebastian Ruder Ibrahim Said Ahmad Idris Abdulmumin ... Chris C. Emezue Saheed Abdul Anuoluwapo Aremu Alipio Jeorge P. Brazdil 45 96 0 20 Jan 2022
Interpreting Arabic Transformer Models Ahmed Abdelali Nadir Durrani Fahim Dalvi Hassan Sajjad 46 2 0 19 Jan 2022
Emojis as Anchors to Detect Arabic Offensive Language and Hate Speech Hamdy Mubarak Sabit Hassan Shammur A. Chowdhury 21 51 0 18 Jan 2022
Evaluation of HTR models without Ground Truth Material Phillip Benjamin Strobel Simon Clematide M. Volk R. Schwitter Tobias Hodel David Schoch 19 11 0 17 Jan 2022
Ensemble Transformer for Efficient and Accurate Ranking Tasks: an Application to Question Answering Systems Yoshitomo Matsubara Luca Soldaini Eric Lind Alessandro Moschitti 34 6 0 15 Jan 2022
A Warm Start and a Clean Crawled Corpus -- A Recipe for Good Language Models Vésteinn Snæbjarnarson Haukur Barri Símonarson Pétur Orri Ragnarsson Svanhvít Lilja Ingólfsdóttir H. Jónsson Vilhjálmur Þorsteinsson H. Einarsson 26 26 0 14 Jan 2022
An Ensemble Approach to Acronym Extraction using Transformers Prashant Sharma Hadeel Saadany Leonardo Zilio Diptesh Kanojia Constantin Oruasan 26 1 0 09 Jan 2022
QEMind: Alibaba's Submission to the WMT21 Quality Estimation Shared Task Jiayi Wang Ke Min Wang Boxing Chen Yu Zhao Weihua Luo Yuqi Zhang 67 13 0 30 Dec 2021
A Survey on Gender Bias in Natural Language Processing Karolina Stañczak Isabelle Augenstein 35 111 0 28 Dec 2021
Automatic Pharma News Categorization S. Adaszewski P. Kuner Ralf J. Jaeger OOD 26 3 0 28 Dec 2021
Distilling the Knowledge of Romanian BERTs Using Multiple Teachers Andrei-Marius Avram Darius Catrina Dumitru-Clementin Cercel Mihai Dascualu Traian Rebedea Vasile Puaics Dan Tufics 22 12 0 23 Dec 2021
On Cross-Lingual Retrieval with Multilingual Text Encoders Robert Litschko Ivan Vulić Simone Paolo Ponzetto Goran Glavaš 32 38 0 21 Dec 2021
Few-shot Learning with Multilingual Language Models Xi Lin Todor Mihaylov Mikel Artetxe Tianlu Wang Shuohui Chen ... Luke Zettlemoyer Zornitsa Kozareva Mona T. Diab Ves Stoyanov Xian Li BDL ELM LRM 64 287 0 20 Dec 2021
Between words and characters: A Brief History of Open-Vocabulary Modeling and Tokenization in NLP Sabrina J. Mielke Zaid Alyafeai Elizabeth Salesky Colin Raffel Manan Dey ... Arun Raja Chenglei Si Wilson Y. Lee Benoît Sagot Samson Tan 34 143 0 20 Dec 2021
Leveraging Transformers for Hate Speech Detection in Conversational Code-Mixed Tweets Zaki Mustafa Farooqi Sreyan Ghosh R. Shah 32 29 0 18 Dec 2021
Cascading Adaptors to Leverage English Data to Improve Performance of Question Answering for Low-Resource Languages Hariom A. Pandya Bhavik Ardeshna Brijesh S. Bhatt 29 6 0 18 Dec 2021
Unsupervised Dense Information Retrieval with Contrastive Learning Gautier Izacard Mathilde Caron Lucas Hosseini Sebastian Riedel Piotr Bojanowski Armand Joulin Edouard Grave RALM 43 825 0 16 Dec 2021
Harnessing Cross-lingual Features to Improve Cognate Detection for Low-resource Languages Diptesh Kanojia Raj Dabre Shubham Dewangan P. Bhattacharyya Gholamreza Haffari Malhar A. Kulkarni 26 5 0 16 Dec 2021
Learning Cross-Lingual IR from an English Retriever Yulong Li M. Franz Md Arafat Sultan Bhavani Iyer Young-Suk Lee Avirup Sil VLM 27 28 0 15 Dec 2021
Lex Rosetta: Transfer of Predictive Models Across Languages, Jurisdictions, and Legal Domains Jaromír Šavelka Hannes Westermann Karim Benyekhlef Charlotte S. Alexander Jayla C. Grant ... Matthias Grabmair Jakub Harasta Tereza Novotná Elizabeth Tippett Shiwanni Johnson AILaw 31 23 0 15 Dec 2021
WECHSEL: Effective initialization of subword embeddings for cross-lingual transfer of monolingual language models Benjamin Minixhofer Fabian Paischer Navid Rekabsaz 29 74 0 13 Dec 2021
ITA: Image-Text Alignments for Multi-Modal Named Entity Recognition Xinyu Wang Min Gui Yong-jia Jiang Zixia Jia Nguyen Bach Tao Wang Zhongqiang Huang Fei Huang Kewei Tu 44 52 0 13 Dec 2021
From Good to Best: Two-Stage Training for Cross-lingual Machine Reading Comprehension Nuo Chen Linjun Shou Ming Gong Jian Pei Daxin Jiang 37 16 0 09 Dec 2021
FLAVA: A Foundational Language And Vision Alignment Model Amanpreet Singh Ronghang Hu Vedanuj Goswami Guillaume Couairon Wojciech Galuba Marcus Rohrbach Douwe Kiela CLIP VLM 40 691 0 08 Dec 2021
Parsing with Pretrained Language Models, Multiple Datasets, and Dataset Embeddings Rob van der Goot Miryam de Lhoneux 37 5 0 07 Dec 2021
VAE based Text Style Transfer with Pivot Words Enhancement Learning Haoran Xu Sixing Lu Zhongkai Sun Chengyuan Ma Chenlei Guo 29 10 0 06 Dec 2021
Unraveling Social Perceptions & Behaviors towards Migrants on Twitter A. Khatua Wolfgang Nejdl 35 11 0 04 Dec 2021
Multilingual Text Classification for Dravidian Languages Xiaotian Lin Nankai Lin Kanoksak Wattanachote Shengyi Jiang Lianxi Wang 82 3 0 03 Dec 2021
Evaluator for Emotionally Consistent Chatbots Chenxiao Liu Guanzhi Deng Tao Ji Difei Tang Silai Zheng 37 1 0 02 Dec 2021
Zero-Shot Cross-Lingual Machine Reading Comprehension via Inter-sentence Dependency Graph Liyan Xu Xuchao Zhang Bo Zong Yanchi Liu Wei Cheng Jingchao Ni Haifeng Chen Liang Zhao Jinho Choi 48 4 0 01 Dec 2021
NER-BERT: A Pre-trained Model for Low-Resource Entity Tagging Zihan Liu Feijun Jiang Yuxiang Hu Chen Shi Pascale Fung 27 37 0 01 Dec 2021
Exploring Transformer Based Models to Identify Hate Speech and Offensive Content in English and Indo-Aryan Languages Somnath Banerjee Maulindu Sarkar Nancy Agrawal Punyajoy Saha Mithun Das 22 35 0 27 Nov 2021
Transformer-based Korean Pretrained Language Models: A Survey on Three Years of Progress Kichang Yang KELM VLM 34 11 0 25 Nov 2021
Enhancing Multilingual Language Model with Massive Multilingual Knowledge Triples Linlin Liu Xin Li Ruidan He Lidong Bing Shafiq Joty Luo Si KELM 47 18 0 22 Nov 2021
Pegasus@Dravidian-CodeMix-HASOC2021: Analyzing Social Media Content for Detection of Offensive Text Pawan Kalyan Jada Konthala Yasaswini Karthik Puranik Anbukkarasi Sampath S. Thangasamy K. Thamburaj 36 0 0 18 Nov 2021
DeBERTaV3: Improving DeBERTa using ELECTRA-Style Pre-Training with Gradient-Disentangled Embedding Sharing Pengcheng He Jianfeng Gao Weizhu Chen 74 1,126 0 18 Nov 2021
XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale Arun Babu Changhan Wang Andros Tjandra Kushal Lakhotia Qiantong Xu ... Yatharth Saraf J. Pino Alexei Baevski Alexis Conneau Michael Auli SSL 34 665 0 17 Nov 2021
Adversarially Constructed Evaluation Sets Are More Challenging, but May Not Be Fair Jason Phang Angelica Chen William Huang Samuel R. Bowman AAML 28 13 0 16 Nov 2021
Cross-lingual Adaption Model-Agnostic Meta-Learning for Natural Language Understanding Qianying Liu Fei Cheng Sadao Kurohashi 17 1 0 10 Nov 2021
Towards Building ASR Systems for the Next Billion Users Tahir Javed Sumanth Doddapaneni A. Raman Kaushal Bhogale Gowtham Ramesh Anoop Kunchukuttan Pratyush Kumar Mitesh M. Khapra 44 54 0 06 Nov 2021
Recent Advances in Natural Language Processing via Large Pre-Trained Language Models: A Survey Bonan Min Hayley L Ross Elior Sulem Amir Pouran Ben Veyseh Thien Huu Nguyen Oscar Sainz Eneko Agirre Ilana Heinz Dan Roth LM&MA VLM AI4CE 88 1,039 0 01 Nov 2021
Switch Point biased Self-Training: Re-purposing Pretrained Models for Code-Switching P. Chopra Sai Krishna Rallabandi A. Black Khyathi Raghavi Chandu 27 6 0 01 Nov 2021