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
BLOOM: A 176B-Parameter Open-Access Multilingual Language Model BigScience Workshop : Teven Le Scao Angela Fan Christopher Akiki ... Zhongli Xie Zifan Ye M. Bras Younes Belkada Thomas Wolf VLM 166 2,319 0 09 Nov 2022
ERNIE-UniX2: A Unified Cross-lingual Cross-modal Framework for Understanding and Generation Bin Shan Yaqian Han Weichong Yin Shuohuan Wang Yu Sun Hao Tian Hua Wu Haifeng Wang MLLM VLM 24 7 0 09 Nov 2022
AfroLM: A Self-Active Learning-based Multilingual Pretrained Language Model for 23 African Languages Bonaventure F. P. Dossou A. Tonja Oreen Yousuf Salomey Osei Abigail Oppong Iyanuoluwa Shode Oluwabusayo Olufunke Awoyomi Chris C. Emezue 32 51 0 07 Nov 2022
Intriguing Properties of Compression on Multilingual Models Kelechi Ogueji Orevaoghene Ahia Gbemileke Onilude Sebastian Gehrmann Sara Hooker Julia Kreutzer 31 12 0 04 Nov 2022
A Transformer-Based Substitute Recommendation Model Incorporating Weakly Supervised Customer Behavior Data Wenting Ye Hongfei Yang Shuai Zhao Haoyang Fang Xingjian Shi Naveen Neppalli 30 3 0 04 Nov 2022
Logographic Information Aids Learning Better Representations for Natural Language Inference Zijian Jin Duygu Ataman 28 0 0 03 Nov 2022
Multi-level Distillation of Semantic Knowledge for Pre-training Multilingual Language Model Mingqi Li Fei Ding Dan Zhang Long Cheng Hongxin Hu Feng Luo 48 6 0 02 Nov 2022
Using Emotion Embeddings to Transfer Knowledge Between Emotions, Languages, and Annotation Formats Georgios Chochlakis Gireesh Mahajan Sabyasachee Baruah Keith Burghardt Kristina Lerman Shrikanth Narayanan 35 6 0 31 Oct 2022
IITD at the WANLP 2022 Shared Task: Multilingual Multi-Granularity Network for Propaganda Detection Shubham Mittal Preslav Nakov 29 5 0 31 Oct 2022
Improving Bilingual Lexicon Induction with Cross-Encoder Reranking Yaoyiran Li Fangyu Liu Ivan Vulić Anna Korhonen 36 10 0 30 Oct 2022
When Life Gives You Lemons, Make Cherryade: Converting Feedback from Bad Responses into Good Labels Weiyan Shi Emily Dinan Kurt Shuster Jason Weston Jing Xu 52 19 0 28 Oct 2022
COMET-QE and Active Learning for Low-Resource Machine Translation E. Chimoto Bruce A. Bassett 38 9 0 27 Oct 2022
ACES: Translation Accuracy Challenge Sets for Evaluating Machine Translation Metrics Chantal Amrhein Nikita Moghe Liane Guillou ELM 44 22 0 27 Oct 2022
Beyond English-Centric Bitexts for Better Multilingual Language Representation Learning Barun Patra Saksham Singhal Shaohan Huang Zewen Chi Li Dong Furu Wei Vishrav Chaudhary Xia Song 71 23 0 26 Oct 2022
Weakly Supervised Data Augmentation Through Prompting for Dialogue Understanding Maximillian Chen Alexandros Papangelis Chenyang Tao Andrew Rosenbaum Seokhwan Kim Yang Liu Zhou Yu Dilek Z. Hakkani-Tür 44 33 0 25 Oct 2022
IDK-MRC: Unanswerable Questions for Indonesian Machine Reading Comprehension Rifki Afina Putri Alice Oh 41 9 0 25 Oct 2022
XRICL: Cross-lingual Retrieval-Augmented In-Context Learning for Cross-lingual Text-to-SQL Semantic Parsing Peng Shi Rui Zhang Richard He Bai Jimmy J. Lin RALM 41 42 0 25 Oct 2022
Adapters for Enhanced Modeling of Multilingual Knowledge and Text Yifan Hou Wenxiang Jiao Mei-Jun Liu Carl Allen Zhaopeng Tu Mrinmaya Sachan 41 11 0 24 Oct 2022
Universal and Independent: Multilingual Probing Framework for Exhaustive Model Interpretation and Evaluation O. Serikov Vitaly Protasov E. Voloshina V. Knyazkova Tatiana Shavrina 35 3 0 24 Oct 2022
Multilingual Multimodal Learning with Machine Translated Text Chen Qiu Dan Oneaţă Emanuele Bugliarello Stella Frank Desmond Elliott 55 13 0 24 Oct 2022
Multilingual Auxiliary Tasks Training: Bridging the Gap between Languages for Zero-Shot Transfer of Hate Speech Detection Models Syrielle Montariol Arij Riabi Djamé Seddah 31 10 0 24 Oct 2022
OLLA: Optimizing the Lifetime and Location of Arrays to Reduce the Memory Usage of Neural Networks Benoit Steiner Mostafa Elhoushi Jacob Kahn James Hegarty 36 8 0 24 Oct 2022
RuCoLA: Russian Corpus of Linguistic Acceptability Vladislav Mikhailov T. Shamardina Max Ryabinin A. Pestova I. Smurov Ekaterina Artemova 37 28 0 23 Oct 2022
Data Augmentation for Automated Essay Scoring using Transformer Models Kshitij Gupta 12 4 0 23 Oct 2022
On the Transformation of Latent Space in Fine-Tuned NLP Models Nadir Durrani Hassan Sajjad Fahim Dalvi Firoj Alam 44 18 0 23 Oct 2022
Training Dynamics for Curriculum Learning: A Study on Monolingual and Cross-lingual NLU Fenia Christopoulou Gerasimos Lampouras Ignacio Iacobacci 58 3 0 22 Oct 2022
Graphemic Normalization of the Perso-Arabic Script R. Doctor Alexander Gutkin Cibu Johny Brian Roark R. Sproat 44 4 0 21 Oct 2022
A Semi-supervised Approach for a Better Translation of Sentiment in Dialectical Arabic UGT Hadeel Saadany Constantin Orasan Emad Mohamed Ashraf Tantawy 30 3 0 21 Oct 2022
A Textless Metric for Speech-to-Speech Comparison Laurent Besacier S. Ribeiro Olivier Galibert Ioan Calapodescu 41 5 0 21 Oct 2022
SLING: Sino Linguistic Evaluation of Large Language Models Yixiao Song Kalpesh Krishna R. Bhatt Mohit Iyyer 29 8 0 21 Oct 2022
Data-Efficient Strategies for Expanding Hate Speech Detection into Under-Resourced Languages Paul Röttger Debora Nozza Federico Bianchi Dirk Hovy 34 10 0 20 Oct 2022
The University of Edinburgh's Submission to the WMT22 Code-Mixing Shared Task (MixMT) Faheem Kirefu Vivek Iyer Pinzhen Chen Laurie Burchell MoE 31 1 0 20 Oct 2022
Separating Grains from the Chaff: Using Data Filtering to Improve Multilingual Translation for Low-Resourced African Languages Idris Abdulmumin Michael Beukman Jesujoba Oluwadara Alabi Chris C. Emezue Everlyn Asiko ... Shamsuddeen Hassan Muhammad Mofetoluwa Adeyemi Oreen Yousuf Sahib Singh T. Gwadabe 36 8 0 19 Oct 2022
LVP-M3: Language-aware Visual Prompt for Multilingual Multimodal Machine Translation Hongcheng Guo Jiaheng Liu Haoyang Huang Jian Yang Zhoujun Li Dongdong Zhang Zheng Cui Furu Wei 42 22 0 19 Oct 2022
A Linguistic Investigation of Machine Learning based Contradiction Detection Models: An Empirical Analysis and Future Perspectives Maren Pielka F. Rode Lisa Pucknat Tobias Deuβer R. Sifa 31 2 0 19 Oct 2022
Leveraging a New Spanish Corpus for Multilingual and Crosslingual Metaphor Detection Elisa Sanchez-Bayona Rodrigo Agerri 14 10 0 19 Oct 2022
A Simple and Effective Method to Improve Zero-Shot Cross-Lingual Transfer Learning Kunbo Ding Weijie Liu Yuejian Fang Weiquan Mao Zhe Zhao Tao Zhu Haoyan Liu Rong Tian Yiren Chen 48 8 0 18 Oct 2022
EventGraph at CASE 2021 Task 1: A General Graph-based Approach to Protest Event Extraction Huiling You David Samuel Samia Touileb Lilja Ovrelid 17 1 0 18 Oct 2022
Alibaba-Translate China's Submission for WMT 2022 Quality Estimation Shared Task Keqin Bao Boyi Deng Dayiheng Liu Baosong Yang Wenqiang Lei Xiangnan He Derek F.Wong Jun Xie 22 5 0 18 Oct 2022
Alibaba-Translate China's Submission for WMT 2022 Metrics Shared Task Boyi Deng Keqin Bao Dayiheng Liu Baosong Yang Derek F. Wong Lidia S. Chao Wenqiang Lei Jun Xie 35 9 0 18 Oct 2022
Tencent's Multilingual Machine Translation System for WMT22 Large-Scale African Languages Wenxiang Jiao Zhaopeng Tu Jiarui Li Wenxuan Wang Jen-tse Huang Shuming Shi 54 15 0 18 Oct 2022
Table-To-Text generation and pre-training with TabT5 Ewa Andrejczuk Julian Martin Eisenschlos Francesco Piccinno Syrine Krichene Yasemin Altun LMTD 34 31 0 17 Oct 2022
EventGraph: Event Extraction as Semantic Graph Parsing Huiling You David Samuel Samia Touileb Lilja Ovrelid 27 9 0 16 Oct 2022
Some Languages are More Equal than Others: Probing Deeper into the Linguistic Disparity in the NLP World Surangika Ranathunga Nisansa de Silva 55 35 0 16 Oct 2022
You Can Have Your Data and Balance It Too: Towards Balanced and Efficient Multilingual Models Tomasz Limisiewicz Daniel Malkin Gabriel Stanovsky 24 4 0 13 Oct 2022
DATScore: Evaluating Translation with Data Augmented Translations Moussa Kamal Eddine Guokan Shang Michalis Vazirgiannis 44 5 0 12 Oct 2022
SQuId: Measuring Speech Naturalness in Many Languages Thibault Sellam Ankur Bapna Joshua Camp Diana Mackinnon Ankur P. Parikh Jason Riesa 43 17 0 12 Oct 2022
Cross-Lingual Speaker Identification Using Distant Supervision Ben Zhou Dian Yu Dong Yu Dan Roth 13 1 0 11 Oct 2022
Better Than Whitespace: Information Retrieval for Languages without Custom Tokenizers Odunayo Ogundepo Xinyu Crystina Zhang Jimmy J. Lin 26 2 0 11 Oct 2022
COVID-19-related Nepali Tweets Classification in a Low Resource Setting Rabin Adhikari Safal Thapaliya Nirajan Basnet S. Poudel Aman Shakya Bishesh Khanal 22 3 0 11 Oct 2022