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
hmBERT: Historical Multilingual Language Models for Named Entity Recognition Stefan Schweter Luisa März Katharina Schmid Erion cCano 48 18 0 31 May 2022
E2S2: Encoding-Enhanced Sequence-to-Sequence Pretraining for Language Understanding and Generation Qihuang Zhong Liang Ding Juhua Liu Bo Du Dacheng Tao 54 27 0 30 May 2022
L3Cube-MahaNLP: Marathi Natural Language Processing Datasets, Models, and Library Raviraj Joshi 40 26 0 29 May 2022
Language Anisotropic Cross-Lingual Model Editing Yang Xu Yutai Hou Wanxiang Che Min Zhang KELM 104 25 0 25 May 2022
TAGPRIME: A Unified Framework for Relational Structure Extraction I-Hung Hsu Kuan-Hao Huang Shuning Zhang Wen-Huang Cheng Premkumar Natarajan Kai-Wei Chang Nanyun Peng 21 11 0 25 May 2022
GeoMLAMA: Geo-Diverse Commonsense Probing on Multilingual Pre-Trained Language Models Da Yin Hritik Bansal Masoud Monajatipoor Liunian Harold Li Kai-Wei Chang 51 28 0 24 May 2022
Analysing the Greek Parliament Records with Emotion Classification John Pavlopoulos Vanessa Lislevand 22 2 0 24 May 2022
Multilingual Extraction and Categorization of Lexical Collocations with Graph-aware Transformers Luis Espinosa-Anke A. Shvets Alireza Mohammadshahi James Henderson Leo Wanner 25 4 0 23 May 2022
Cross-lingual Lifelong Learning Meryem M'hamdi Xiang Ren Jonathan May CLL 48 8 0 23 May 2022
The Geometry of Multilingual Language Model Representations Tyler A. Chang Zhuowen Tu Benjamin Bergen 31 58 0 22 May 2022
Multi2WOZ: A Robust Multilingual Dataset and Conversational Pretraining for Task-Oriented Dialog Chia-Chien Hung Anne Lauscher Ivan Vulić Simone Paolo Ponzetto Goran Glavaš 33 34 0 20 May 2022
Multilingual Normalization of Temporal Expressions with Masked Language Models Lukas Lange Jannik Strötgen Heike Adel Dietrich Klakow 37 6 0 20 May 2022
Visually-Augmented Language Modeling Weizhi Wang Li Dong Hao Cheng Haoyu Song Xiaodong Liu Xifeng Yan Jianfeng Gao Furu Wei VLM 41 18 0 20 May 2022
Descartes: Generating Short Descriptions of Wikipedia Articles Marija Sakota Maxime Peyrard Robert West VLM 20 2 0 20 May 2022
Phylogeny-Inspired Adaptation of Multilingual Models to New Languages Fahim Faisal Antonios Anastasopoulos AI4CE LRM 34 26 0 19 May 2022
Nebula-I: A General Framework for Collaboratively Training Deep Learning Models on Low-Bandwidth Cloud Clusters Yang Xiang Zhihua Wu Weibao Gong Siyu Ding Xianjie Mo ... Yue Yu Ge Li Yu Sun Yanjun Ma Dianhai Yu 29 5 0 19 May 2022
Twist Decoding: Diverse Generators Guide Each Other Jungo Kasai Keisuke Sakaguchi Ronan Le Bras Hao Peng Ximing Lu Dragomir R. Radev Yejin Choi Noah A. Smith SyDa 27 4 0 19 May 2022
PreQuEL: Quality Estimation of Machine Translation Outputs in Advance Shachar Don-Yehiya Leshem Choshen Omri Abend 33 10 0 18 May 2022
Persian Natural Language Inference: A Meta-learning approach Heydar Soudani Mohammadreza Mojab H. Beigy 37 1 0 18 May 2022
Feature Aggregation in Zero-Shot Cross-Lingual Transfer Using Multilingual BERT Beiduo Chen Wu Guo Quan Liu Kun Tao 48 1 0 17 May 2022
SAMU-XLSR: Semantically-Aligned Multimodal Utterance-level Cross-Lingual Speech Representation Sameer Khurana Antoine Laurent James R. Glass 30 36 0 17 May 2022
Towards Debiasing Translation Artifacts Koel Dutta Chowdhury Rricha Jalota C. España-Bonet Josef van Genabith 31 6 0 16 May 2022
Domain Adaptation in Multilingual and Multi-Domain Monolingual Settings for Complex Word Identification George-Eduard Zaharia Razvan-Alexandru Smadu Dumitru-Clementin Cercel M. Dascalu 37 3 0 15 May 2022
On the Economics of Multilingual Few-shot Learning: Modeling the Cost-Performance Trade-offs of Machine Translated and Manual Data Kabir Ahuja Monojit Choudhury Sandipan Dandapat 29 3 0 12 May 2022
Lifting the Curse of Multilinguality by Pre-training Modular Transformers Jonas Pfeiffer Naman Goyal Xi Lin Xian Li James Cross Sebastian Riedel Mikel Artetxe LRM 40 140 0 12 May 2022
Zero-shot Code-Mixed Offensive Span Identification through Rationale Extraction Manikandan Ravikiran Bharathi Raja Chakravarthi 22 3 0 12 May 2022
LayoutXLM vs. GNN: An Empirical Evaluation of Relation Extraction for Documents Hervé Déjean S. Clinchant Jean-Luc Meunier 30 4 0 09 May 2022
EASE: Entity-Aware Contrastive Learning of Sentence Embedding Sosuke Nishikawa Ryokan Ri Ikuya Yamada Yoshimasa Tsuruoka Isao Echizen 38 29 0 09 May 2022
Enhancing Cross-lingual Transfer by Manifold Mixup Huiyun Yang Huadong Chen Hao Zhou Lei Li AAML 33 44 0 09 May 2022
MASALA: Modelling and Analysing the Semantics of Adpositions in Linguistic Annotation of Hindi Aryaman Arora N. Venkateswaran Nathan Schneider 27 4 0 08 May 2022
XLTime: A Cross-Lingual Knowledge Transfer Framework for Temporal Expression Extraction Dongyuan Li William Groves T. K. Saha Joel R. Tetreault Alex Jaimes Hao Peng Philip S. Yu 21 16 0 03 May 2022
A Comparison of Approaches for Imbalanced Classification Problems in the Context of Retrieving Relevant Documents for an Analysis Sandra Wankmüller 38 2 0 03 May 2022
BasqueParl: A Bilingual Corpus of Basque Parliamentary Transcriptions Nayla Escribano J. A. González Julen Orbegozo-Terradillos Ainara Larrondo Ureta Simón Pena-Fernández Olatz Perez-de-Viñaspre Rodrigo Agerri 22 6 0 03 May 2022
Textual Entailment for Event Argument Extraction: Zero- and Few-Shot with Multi-Source Learning Oscar Sainz Itziar Gonzalez-Dios Oier López de Lacalle Bonan Min Eneko Agirre 36 49 0 03 May 2022
Multi-Task Text Classification using Graph Convolutional Networks for Large-Scale Low Resource Language Mounika Marreddy S. Oota Lakshmi Sireesha Vakada Venkata Charan Chinni R. Mamidi 19 12 0 02 May 2022
Quality-Aware Decoding for Neural Machine Translation Patrick Fernandes António Farinhas Ricardo Rei José G. C. de Souza Perez Ogayo Graham Neubig André F. T. Martins 46 57 0 02 May 2022
Probing Cross-Lingual Lexical Knowledge from Multilingual Sentence Encoders Ivan Vulić Goran Glavaš Fangyu Liu Nigel Collier Edoardo Ponti Anna Korhonen 41 8 0 30 Apr 2022
How Robust is Neural Machine Translation to Language Imbalance in Multilingual Tokenizer Training? Shiyue Zhang Vishrav Chaudhary Naman Goyal James Cross Guillaume Wenzek Joey Tianyi Zhou Francisco Guzman 38 16 0 29 Apr 2022
Polyglot Prompt: Multilingual Multitask PrompTraining Jinlan Fu See-Kiong Ng Pengfei Liu 34 7 0 29 Apr 2022
Czech Dataset for Cross-lingual Subjectivity Classification Pavel Přibáň J. Steinberger 47 4 0 29 Apr 2022
HiNER: A Large Hindi Named Entity Recognition Dataset Rudra Murthy Pallab Bhattacharjee R. Sharnagat Jyotsana Khatri Diptesh Kanojia P. Bhattacharyya 48 14 0 28 Apr 2022
UM6P-CS at SemEval-2022 Task 11: Enhancing Multilingual and Code-Mixed Complex Named Entity Recognition via Pseudo Labels using Multilingual Transformer Abdellah El Mekki Abdelkader El Mahdaouy Mohammed Akallouch Ismail Berrada A. Khoumsi 21 2 0 28 Apr 2022
RoBLEURT Submission for the WMT2021 Metrics Task Boyi Deng Dayiheng Liu Baosong Yang Tianchi Bi Haibo Zhang Boxing Chen Weihua Luo Derek F. Wong Lidia S. Chao 34 13 0 28 Apr 2022
UniTE: Unified Translation Evaluation Boyi Deng Dayiheng Liu Baosong Yang Haibo Zhang Boxing Chen Derek F. Wong Lidia S. Chao 41 41 0 28 Apr 2022
LyS_ACoruña at SemEval-2022 Task 10: Repurposing Off-the-Shelf Tools for Sentiment Analysis as Semantic Dependency Parsing I. Alonso-Alonso David Vilares Carlos Gómez-Rodríguez 38 1 0 27 Apr 2022
Distant finetuning with discourse relations for stance classification Lifeng Jin Kun Xu Linfeng Song Dong Yu 32 1 0 27 Apr 2022
Systematicity, Compositionality and Transitivity of Deep NLP Models: a Metamorphic Testing Perspective Edoardo Manino Julia Rozanova Danilo S. Carvalho André Freitas Lucas C. Cordeiro 30 7 0 26 Apr 2022
EPiDA: An Easy Plug-in Data Augmentation Framework for High Performance Text Classification Minyi Zhao Lu Zhang Yi Xu Jiandong Ding Jihong Guan Shuigeng Zhou VLM 49 10 0 24 Apr 2022
Exploring the Role of Task Transferability in Large-Scale Multi-Task Learning Vishakh Padmakumar Leonard Lausen Miguel Ballesteros Sheng Zha He He George Karypis 31 18 0 23 Apr 2022
LitMind Dictionary: An Open-Source Online Dictionary Cunliang Kong Xuezhi Fang Liner Yang Yuxiang Chen Erhong Yang 21 0 0 23 Apr 2022