Cross-lingual Language Model Pretraining

22 January 2019

Papers citing "Cross-lingual Language Model Pretraining"

50 / 53 papers shown

Title
Unveil Multi-Picture Descriptions for Multilingual Mild Cognitive Impairment Detection via Contrastive Learning Kristin Qi Jiali Cheng Youxiang Zhu Hadi Amiri Xiaohui Liang 103 0 0 19 May 2025
Catch Me if You Search: When Contextual Web Search Results Affect the Detection of Hallucinations Mahjabin Nahar Eun-Ju Lee Jin Won Park Dongwon Lee HILM 130 0 0 01 Apr 2025
EuroBERT: Scaling Multilingual Encoders for European Languages Nicolas Boizard Hippolyte Gisserot-Boukhlef Duarte M. Alves André F. T. Martins Ayoub Hammal ... Maxime Peyrard Nuno M. Guerreiro Patrick Fernandes Ricardo Rei Pierre Colombo 486 3 0 07 Mar 2025
A kinetic-based regularization method for data science applications Abhisek Ganguly Alessandro Gabbana Vybhav Rao Sauro Succi Santosh Ansumali 118 1 0 06 Mar 2025
Tabular Embeddings for Tables with Bi-Dimensional Hierarchical Metadata and Nesting Gyanendra Shrestha Chutain Jiang Sai Akula Vivek Yannam Anna Pyayt Michael Gubanov LMTD 143 0 0 20 Feb 2025
Parameter-Efficient Fine-Tuning for Foundation Models Dan Zhang Tao Feng Lilong Xue Yuandong Wang Yuxiao Dong J. Tang 191 11 0 23 Jan 2025
MAS-Attention: Memory-Aware Stream Processing for Attention Acceleration on Resource-Constrained Edge Devices Mohammadali Shakerdargah Shan Lu Chao Gao Di Niu 125 0 0 20 Nov 2024
Training Bilingual LMs with Data Constraints in the Targeted Language Skyler Seto Maartje ter Hoeve He Bai Natalie Schluter David Grangier 160 1 0 20 Nov 2024
WorldCuisines: A Massive-Scale Benchmark for Multilingual and Multicultural Visual Question Answering on Global Cuisines Genta Indra Winata Frederikus Hudi Patrick Amadeus Irawan David Anugraha Rifki Afina Putri ... Alham Fikri Aji Taro Watanabe Derry Wijaya Alice Oh Chong-Wah Ngo CoGe 150 14 0 16 Oct 2024
Language Imbalance Driven Rewarding for Multilingual Self-improving Wen Yang Junhong Wu Chen Wang Chengqing Zong J.N. Zhang ALM LRM 155 7 0 11 Oct 2024
DEPT: Decoupled Embeddings for Pre-training Language Models Alex Iacob Lorenzo Sani Meghdad Kurmanji William F. Shen Xinchi Qiu Dongqi Cai Yan Gao Nicholas D. Lane VLM 558 1 0 07 Oct 2024
CiMaTe: Citation Count Prediction Effectively Leveraging the Main Text Jun Hirako Ryohei Sasano Koichi Takeda 83 3 0 06 Oct 2024
LangSAMP: Language-Script Aware Multilingual Pretraining Yihong Liu Haotian Ye Chunlan Ma Mingyang Wang Hinrich Schütze VLM 192 0 0 26 Sep 2024
Towards Zero-Shot Multimodal Machine Translation Matthieu Futeral Cordelia Schmid Benoît Sagot Rachel Bawden 79 4 0 18 Jul 2024
Is Contrasting All You Need? Contrastive Learning for the Detection and Attribution of AI-generated Text Lucio La Cava Davide Costa Andrea Tagarelli DeLMO 93 3 0 12 Jul 2024
A Recipe of Parallel Corpora Exploitation for Multilingual Large Language Models Peiqin Lin André F. T. Martins Hinrich Schütze 110 3 0 29 Jun 2024
Crosslingual Capabilities and Knowledge Barriers in Multilingual Large Language Models Lynn Chua Badih Ghazi Yangsibo Huang Pritish Kamath Ravi Kumar Pasin Manurangsi Amer Sinha Chulin Xie Chiyuan Zhang 134 2 0 23 Jun 2024
Teaching LLMs to Abstain across Languages via Multilingual Feedback Shangbin Feng Weijia Shi Yike Wang Wenxuan Ding Orevaoghene Ahia Shuyue Stella Li Vidhisha Balachandran Sunayana Sitaram Yulia Tsvetkov 109 7 0 22 Jun 2024
Towards Effective Time-Aware Language Representation: Exploring Enhanced Temporal Understanding in Language Models Jiexin Wang Adam Jatowt Yi Cai AI4CE 65 1 0 04 Jun 2024
Whistle: Data-Efficient Multilingual and Crosslingual Speech Recognition via Weakly Phonetic Supervision Saierdaer Yusuyin Te Ma Hao Huang Wenbo Zhao Zhijian Ou 96 4 0 04 Jun 2024
Large Language Models: A Survey Shervin Minaee Tomas Mikolov Narjes Nikzad M. Asgari-Chenaghlu R. Socher Xavier Amatriain Jianfeng Gao ALM LM&MA ELM 195 408 0 09 Feb 2024
Measuring Catastrophic Forgetting in Cross-Lingual Transfer Paradigms: Exploring Tuning Strategies Boshko Koloski Blaž Škrlj Marko Robnik-Šikonja Senja Pollak CLL 86 2 0 12 Sep 2023
Match the Script, Adapt if Multilingual: Analyzing the Effect of Multilingual Pretraining on Cross-lingual Transferability Yoshinari Fujinuma Jordan L. Boyd-Graber Katharina Kann AAML 116 24 0 21 Mar 2022
PhoBERT: Pre-trained language models for Vietnamese Dat Quoc Nguyen A. Nguyen 215 355 0 02 Mar 2020
Can Monolingual Pretrained Models Help Cross-Lingual Classification? Zewen Chi Li Dong Furu Wei Xian-Ling Mao Heyan Huang LRM VLM 89 13 0 10 Nov 2019
Massively Multilingual Sentence Embeddings for Zero-Shot Cross-Lingual Transfer and Beyond Mikel Artetxe Holger Schwenk 3DV 154 1,016 0 26 Dec 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 94,891 0 11 Oct 2018
XNLI: Evaluating Cross-lingual Sentence Representations Alexis Conneau Guillaume Lample Ruty Rinott Adina Williams Samuel R. Bowman Holger Schwenk Veselin Stoyanov ELM 67 1,386 0 13 Sep 2018
Zero-Shot Cross-lingual Classification Using Multilingual Neural Machine Translation Akiko Eriguchi Melvin Johnson Orhan Firat Hideto Kazawa Wolfgang Macherey 39 62 0 12 Sep 2018
Unsupervised Cross-lingual Word Embedding by Multilingual Neural Language Models Takashi Wada Tomoharu Iwata 50 27 0 07 Sep 2018
Character-Level Language Modeling with Deeper Self-Attention Rami Al-Rfou Dokook Choe Noah Constant Mandy Guo Llion Jones 134 391 0 09 Aug 2018
Phrase-Based & Neural Unsupervised Machine Translation Guillaume Lample Myle Ott Alexis Conneau Ludovic Denoyer MarcÁurelio Ranzato 86 682 0 20 Apr 2018
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 1.1K 7,159 0 20 Apr 2018
SentEval: An Evaluation Toolkit for Universal Sentence Representations Alexis Conneau Douwe Kiela 100 641 0 14 Mar 2018
Unsupervised Machine Translation Using Monolingual Corpora Only Guillaume Lample Alexis Conneau Ludovic Denoyer MarcÁurelio Ranzato SSL 114 1,097 0 31 Oct 2017
Unsupervised Neural Machine Translation Mikel Artetxe Gorka Labaka Eneko Agirre Kyunghyun Cho 89 772 0 30 Oct 2017
Word Translation Without Parallel Data Alexis Conneau Guillaume Lample MarcÁurelio Ranzato Ludovic Denoyer Hervé Jégou 291 1,660 0 11 Oct 2017
The IIT Bombay English-Hindi Parallel Corpus Anoop Kunchukuttan Pratik Mehta P. Bhattacharyya AIMat 82 251 0 08 Oct 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 701 131,652 0 12 Jun 2017
A Broad-Coverage Challenge Corpus for Sentence Understanding through Inference Adina Williams Nikita Nangia Samuel R. Bowman 524 4,479 0 18 Apr 2017
Offline bilingual word vectors, orthogonal transformations and the inverted softmax Samuel L. Smith David H. P. Turban Steven Hamblin Nils Y. Hammerla OffRL 66 536 0 13 Feb 2017
Google's Multilingual Neural Machine Translation System: Enabling Zero-Shot Translation Melvin Johnson M. Schuster Quoc V. Le M. Krikun Yonghui Wu ... F. Viégas Martin Wattenberg Gregory S. Corrado Macduff Hughes Jeffrey Dean 122 2,092 0 14 Nov 2016
Unsupervised Pretraining for Sequence to Sequence Learning Prajit Ramachandran Peter J. Liu Quoc V. Le SSL AIMat 81 282 0 08 Nov 2016
Enriching Word Vectors with Subword Information Piotr Bojanowski Edouard Grave Armand Joulin Tomas Mikolov NAI SSL VLM 229 9,972 0 15 Jul 2016
Edinburgh Neural Machine Translation Systems for WMT 16 Rico Sennrich Barry Haddow Alexandra Birch 70 524 0 09 Jun 2016
Exploring the Limits of Language Modeling Rafal Jozefowicz Oriol Vinyals M. Schuster Noam M. Shazeer Yonghui Wu 191 1,145 0 07 Feb 2016
Massively Multilingual Word Embeddings Bridger Waleed Ammar George Mulcaire Yulia Tsvetkov Guillaume Lample Chris Dyer Noah A. Smith 101 271 0 05 Feb 2016
Neural Machine Translation of Rare Words with Subword Units Rico Sennrich Barry Haddow Alexandra Birch 221 7,745 0 31 Aug 2015
A large annotated corpus for learning natural language inference Samuel R. Bowman Gabor Angeli Christopher Potts Christopher D. Manning 315 4,287 0 21 Aug 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.9K 150,115 0 22 Dec 2014