Unsupervised Cross-lingual Representation Learning at Scale

5 November 2019

Francisco Guzmán

Luke Zettlemoyer

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

50 / 1,218 papers shown

Title
Exploring Representational Disparities Between Multilingual and Bilingual Translation Models Neha Verma Kenton W. Murray Kevin Duh 21 0 0 23 May 2023
When Does Monolingual Data Help Multilingual Translation: The Role of Domain and Model Scale Christos Baziotis Biao Zhang Alexandra Birch Barry Haddow 32 2 0 23 May 2023
MasakhaPOS: Part-of-Speech Tagging for Typologically Diverse African Languages Cheikh M. Bamba Dione David Ifeoluwa Adelani Peter Nabende Jesujoba Oluwadara Alabi Thapelo Sindane ... Seydou T. Traoré C. Uchechukwu Aliyu Yusuf M. Abdullahi Dietrich Klakow 27 13 0 23 May 2023
Do All Languages Cost the Same? Tokenization in the Era of Commercial Language Models Orevaoghene Ahia Sachin Kumar Hila Gonen Jungo Kasai David R. Mortensen Noah A. Smith Yulia Tsvetkov 53 82 0 23 May 2023
Exploring Large Language Models for Classical Philology Frederick Riemenschneider Anette Frank 27 15 0 23 May 2023
mPLM-Sim: Better Cross-Lingual Similarity and Transfer in Multilingual Pretrained Language Models Peiqin Lin Chengzhi Hu Zheyu Zhang André F. T. Martins Hinrich Schütze 35 1 0 23 May 2023
Polyglot or Not? Measuring Multilingual Encyclopedic Knowledge in Foundation Models Tim Schott Daniel Furman Shreshta Bhat ELM 37 4 0 23 May 2023
mPMR: A Multilingual Pre-trained Machine Reader at Scale Weiwen Xu Xin Li Wai Lam Lidong Bing LRM 30 5 0 23 May 2023
Towards Unsupervised Recognition of Token-level Semantic Differences in Related Documents Jannis Vamvas Rico Sennrich 29 2 0 22 May 2023
How do languages influence each other? Studying cross-lingual data sharing during LM fine-tuning Rochelle Choenni Dan Garrette Ekaterina Shutova 42 16 0 22 May 2023
Extrapolating Multilingual Understanding Models as Multilingual Generators Bohong Wu Fei Yuan Hai Zhao Lei Li Jingjing Xu AI4CE 25 2 0 22 May 2023
Kanbun-LM: Reading and Translating Classical Chinese in Japanese Methods by Language Models Hao Wang Hirofumi Shimizu Daisuke Kawahara 45 1 0 22 May 2023
JNV Corpus: A Corpus of Japanese Nonverbal Vocalizations with Diverse Phrases and Emotions Detai Xin Shinnosuke Takamichi Hiroshi Saruwatari 30 5 0 21 May 2023
SHINE: Syntax-augmented Hierarchical Interactive Encoder for Zero-shot Cross-lingual Information Extraction Jun-Yu Ma Jia-Chen Gu Zhen-Hua Ling Quan Liu Cong Liu Guoping Hu 64 1 0 21 May 2023
Prompting ChatGPT in MNER: Enhanced Multimodal Named Entity Recognition with Auxiliary Refined Knowledge Jinyuan Li Han Li Zhufeng Pan Di Sun Jiahao Wang Wenkun Zhang Gang Pan 50 21 0 20 May 2023
Glot500: Scaling Multilingual Corpora and Language Models to 500 Languages Ayyoob Imani Peiqin Lin Amir Hossein Kargaran Silvia Severini Masoud Jalili Sabet ... Chunlan Ma Helmut Schmid André F. T. Martins François Yvon Hinrich Schütze ALM LRM 49 96 0 20 May 2023
ESCOXLM-R: Multilingual Taxonomy-driven Pre-training for the Job Market Domain Mike Zhang Rob van der Goot Barbara Plank 26 14 0 20 May 2023
Comparing Biases and the Impact of Multilingual Training across Multiple Languages Sharon Levy Neha Ann John Ling Liu Yogarshi Vyas Jie Ma Yoshinari Fujinuma Miguel Ballesteros Vittorio Castelli Dan Roth 28 26 0 18 May 2023
Multi-CrossRE A Multi-Lingual Multi-Domain Dataset for Relation Extraction Elisa Bassignana Filip Ginter S. Pyysalo Rob van der Goot Barbara Plank 29 5 0 18 May 2023
On the Off-Target Problem of Zero-Shot Multilingual Neural Machine Translation Liang Chen Shuming Ma Dongdong Zhang Furu Wei Baobao Chang 20 5 0 18 May 2023
Massively Multi-Lingual Event Understanding: Extraction, Visualization, and Search Chris Jenkins Shantanu Agarwal Joel Barry Steven Fincke Elizabeth Boschee 21 5 0 17 May 2023
Language Model Tokenizers Introduce Unfairness Between Languages Aleksandar Petrov Emanuele La Malfa Philip Torr Adel Bibi 52 98 0 17 May 2023
Additive manifesto decomposition: A policy domain aware method for understanding party positioning Tanise Ceron Dmitry Nikolaev Sebastian Padó 17 5 0 17 May 2023
The Interpreter Understands Your Meaning: End-to-end Spoken Language Understanding Aided by Speech Translation Mutian He Philip N. Garner 46 4 0 16 May 2023
Taxi1500: A Multilingual Dataset for Text Classification in 1500 Languages Chunlan Ma Ayyoob Imani Haotian Ye Renhao Pei Ehsaneddin Asgari Hinrich Schütze 40 23 0 15 May 2023
Croatian Film Review Dataset (Cro-FiReDa): A Sentiment Annotated Dataset of Film Reviews Gaurish Thakkar Nives Mikelic Preradović Marko Tadić 16 1 0 14 May 2023
PESTS: Persian_English Cross Lingual Corpus for Semantic Textual Similarity M. Abdous Poorya Piroozfar B. Minaei-Bidgoli 24 1 0 13 May 2023
A Comprehensive Analysis of Adapter Efficiency Nandini Mundra Sumanth Doddapaneni Raj Dabre Anoop Kunchukuttan Ratish Puduppully Mitesh M. Khapra 26 10 0 12 May 2023
Prompt Learning to Mitigate Catastrophic Forgetting in Cross-lingual Transfer for Open-domain Dialogue Generation Lei Liu J. Huang CLL 31 2 0 12 May 2023
IUST_NLP at SemEval-2023 Task 10: Explainable Detecting Sexism with Transformers and Task-adaptive Pretraining Hadi Mahmoudi 18 0 0 11 May 2023
Similarity of Neural Network Models: A Survey of Functional and Representational Measures Max Klabunde Tobias Schumacher M. Strohmaier Florian Lemmerich 63 66 0 10 May 2023
An Exploration of Encoder-Decoder Approaches to Multi-Label Classification for Legal and Biomedical Text Yova Kementchedjhieva Ilias Chalkidis 37 22 0 09 May 2023
What is the best recipe for character-level encoder-only modelling? Kris Cao 42 2 0 09 May 2023
Structured Sentiment Analysis as Transition-based Dependency Parsing Daniel Fernández-González 42 1 0 09 May 2023
LatinCy: Synthetic Trained Pipelines for Latin NLP Patrick J. Burns 17 10 0 07 May 2023
NorBench -- A Benchmark for Norwegian Language Models David Samuel Andrey Kutuzov Samia Touileb Erik Velldal Lilja Ovrelid Egil Rønningstad Elina Sigdel Anna Palatkina 26 23 0 06 May 2023
DAMO-NLP at SemEval-2023 Task 2: A Unified Retrieval-augmented System for Multilingual Named Entity Recognition Zeqi Tan Shen Huang Zixia Jia Jiong Cai Hai-Tao Zheng ... Yueting Zhuang Kewei Tu Pengjun Xie Fei Huang Yong-jia Jiang 49 8 0 05 May 2023
Investigating Lexical Sharing in Multilingual Machine Translation for Indian Languages Sonal Sannigrahi Rachel Bawden 37 0 0 04 May 2023
USTC-NELSLIP at SemEval-2023 Task 2: Statistical Construction and Dual Adaptation of Gazetteer for Multilingual Complex NER Jun-Yu Ma Jia-Chen Gu Jiajun Qi Zhen-Hua Ling Quan Liu Xiaoyi Zhao 41 2 0 04 May 2023
Towards Being Parameter-Efficient: A Stratified Sparsely Activated Transformer with Dynamic Capacity Da Xu Maha Elbayad Kenton W. Murray Jean Maillard Vedanuj Goswami MoE 47 3 0 03 May 2023
UIO at SemEval-2023 Task 12: Multilingual fine-tuning for sentiment classification in low-resource languages Egil Rønningstad 27 5 0 27 Apr 2023
GMNLP at SemEval-2023 Task 12: Sentiment Analysis with Phylogeny-Based Adapters Md Mahfuz Ibn Alam Ruoyu Xie Fahim Faisal Antonios Anastasopoulos 32 3 0 25 Apr 2023
Romanian Multiword Expression Detection Using Multilingual Adversarial Training and Lateral Inhibition Andrei-Marius Avram V. Mititelu Dumitru-Clementin Cercel ObjD 21 3 0 22 Apr 2023
UBC-DLNLP at SemEval-2023 Task 12: Impact of Transfer Learning on African Sentiment Analysis Gagan Bhatia Ife Adebara AbdelRahim Elmadany Muhammad Abdul-Mageed 29 1 0 21 Apr 2023
Spaiche: Extending State-of-the-Art ASR Models to Swiss German Dialects Clément Sicard Kajetan Pyszkowski Victor Gillioz 29 7 0 20 Apr 2023
Does Manipulating Tokenization Aid Cross-Lingual Transfer? A Study on POS Tagging for Non-Standardized Languages Verena Blaschke Hinrich Schütze Barbara Plank 39 14 0 20 Apr 2023
MasakhaNEWS: News Topic Classification for African languages David Ifeoluwa Adelani Marek Masiak Israel Abebe Azime Jesujoba Oluwadara Alabi A. Tonja ... Moges Ahmed Mehamed Evrard Ngabire Jules Jules Ivan Ssenkungu Pontus Stenetorp 28 24 0 19 Apr 2023
UniMax: Fairer and more Effective Language Sampling for Large-Scale Multilingual Pretraining Hyung Won Chung Noah Constant Xavier Garcia Adam Roberts Yi Tay Sharan Narang Orhan Firat 31 51 0 18 Apr 2023
Transfer to a Low-Resource Language via Close Relatives: The Case Study on Faroese Vésteinn Snaebjarnarson A. Simonsen Goran Glavaš Ivan Vulić 41 19 0 18 Apr 2023
MisRoBÆRTa: Transformers versus Misinformation Ciprian-Octavian Truică Elena Simona Apostol 29 37 0 16 Apr 2023