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Language-agnostic BERT Sentence Embedding

3 July 2020

Papers citing "Language-agnostic BERT Sentence Embedding"

43 / 43 papers shown

Title
Investigating and Scaling up Code-Switching for Multilingual Language Model Pre-Training Zhijun Wang Jiahuan Li Hao Zhou Rongxiang Weng Jiadong Wang Xin Huang Xue Han Junlan Feng Chao Deng Shujian Huang LRM 105 3 0 02 Apr 2025
AfroXLMR-Social: Adapting Pre-trained Language Models for African Languages Social Media Text Tadesse Destaw Belay Israel Abebe Azime Ibrahim Said Ahmad David Ifeoluwa Adelani Idris Abdulmumin Abinew Ali Ayele Shamsuddeen Hassan Muhammad Seid Muhie Yimam 104 0 0 24 Mar 2025
High-Dimensional Interlingual Representations of Large Language Models Bryan Wilie Samuel Cahyawijaya Junxian He Pascale Fung 130 0 0 14 Mar 2025
Large Engagement Networks for Classifying Coordinated Campaigns and Organic Twitter Trends Atul Anand Gopalakrishnan Jakir Hossain Tugrulcan Elmas Ahmet Erdem Sariyuce GNN 90 1 0 01 Mar 2025
Mind the Style Gap: Meta-Evaluation of Style and Attribute Transfer Metrics Amalie Brogaard Pauli Isabelle Augenstein Ira Assent 131 0 0 20 Feb 2025
AIMA at SemEval-2024 Task 10: History-Based Emotion Recognition in Hindi-English Code-Mixed Conversations Mohammad Mahdi Abootorabi Nona Ghazizadeh Seyed Arshan Dalili Alireza Ghahramani Kure Mahshid Dehghani Ehsaneddin Asgari 182 2 0 19 Jan 2025
LLM-jp: A Cross-organizational Project for the Research and Development of Fully Open Japanese LLMs LLM-jp Akiko Aizawa Eiji Aramaki Bowen Chen Fei Cheng ... Yuya Yamamoto Yusuke Yamauchi Hitomi Yanaka Rio Yokota Koichiro Yoshino 102 17 0 31 Dec 2024
Cross-Lingual Transfer Learning for Speech Translation Rao Ma Yassir Fathullah Mengjie Qian Siyuan Tang Mark Gales Kate Knill 126 3 0 01 Jul 2024
News Without Borders: Domain Adaptation of Multilingual Sentence Embeddings for Cross-lingual News Recommendation Andreea Iana Fabian David Schmidt Goran Glavaš Heiko Paulheim 157 3 0 18 Jun 2024
High-Dimension Human Value Representation in Large Language Models Samuel Cahyawijaya Delong Chen Yejin Bang Leila Khalatbari Bryan Wilie Ziwei Ji Etsuko Ishii Pascale Fung 166 6 0 11 Apr 2024
Language Models are Universal Embedders Xin Zhang Zehan Li Yanzhao Zhang Dingkun Long Pengjun Xie Meishan Zhang Min Zhang KELM ELM 244 9 0 12 Oct 2023
LLM4DV: Using Large Language Models for Hardware Test Stimuli Generation Zixi Zhang Greg Chadwick Hugo McNally Yiren Zhao Robert D. Mullins Jianyi Cheng Robert Mullins Yiren Zhao 93 24 0 06 Oct 2023
Universal Sentence Representation Learning with Conditional Masked Language Model Ziyi Yang Yinfei Yang Daniel Cer Jax Law Eric F. Darve SSL 60 57 0 28 Dec 2020
Neural Passage Retrieval with Improved Negative Contrast Jing Lu Gustavo Hernández Ábrego Ji Ma Jianmo Ni Yinfei Yang 73 25 0 23 Oct 2020
Making Monolingual Sentence Embeddings Multilingual using Knowledge Distillation Nils Reimers Iryna Gurevych 104 1,030 0 21 Apr 2020
XTREME: A Massively Multilingual Multi-task Benchmark for Evaluating Cross-lingual Generalization Junjie Hu Sebastian Ruder Aditya Siddhant Graham Neubig Orhan Firat Melvin Johnson ELM 195 975 0 24 Mar 2020
Cross-Lingual Ability of Multilingual BERT: An Empirical Study Karthikeyan K Zihan Wang Stephen D. Mayhew Dan Roth LRM 75 339 0 17 Dec 2019
CCMatrix: Mining Billions of High-Quality Parallel Sentences on the WEB Holger Schwenk Guillaume Wenzek Sergey Edunov Edouard Grave Armand Joulin 91 261 0 10 Nov 2019
Unsupervised Cross-lingual Representation Learning at Scale Alexis Conneau Kartikay Khandelwal Naman Goyal Vishrav Chaudhary Guillaume Wenzek Francisco Guzmán Edouard Grave Myle Ott Luke Zettlemoyer Veselin Stoyanov 228 6,587 0 05 Nov 2019
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer Colin Raffel Noam M. Shazeer Adam Roberts Katherine Lee Sharan Narang Michael Matena Yanqi Zhou Wei Li Peter J. Liu AIMat 477 20,317 0 23 Oct 2019
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks Nils Reimers Iryna Gurevych 1.3K 12,301 0 27 Aug 2019
Massively Multilingual Neural Machine Translation in the Wild: Findings and Challenges N. Arivazhagan Ankur Bapna Orhan Firat Dmitry Lepikhin Melvin Johnson ... George F. Foster Colin Cherry Wolfgang Macherey Zhiwen Chen Yonghui Wu 90 428 0 11 Jul 2019
Multilingual Universal Sentence Encoder for Semantic Retrieval Yinfei Yang Daniel Cer Amin Ahmad Mandy Guo Jax Law ... Steve Yuan Chris Tar Yun-hsuan Sung B. Strope R. Kurzweil 3DV 84 479 0 09 Jul 2019
Massively Multilingual Neural Machine Translation Roee Aharoni Melvin Johnson Orhan Firat LRM AI4CE 85 489 0 28 Feb 2019
Improving Multilingual Sentence Embedding using Bi-directional Dual Encoder with Additive Margin Softmax Yinfei Yang Gustavo Hernández Ábrego Steve Yuan Mandy Guo Qinlan Shen Daniel Cer Yun-hsuan Sung B. Strope R. Kurzweil 78 117 0 22 Feb 2019
Cross-lingual Language Model Pretraining Guillaume Lample Alexis Conneau 107 2,748 0 22 Jan 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
Margin-based Parallel Corpus Mining with Multilingual Sentence Embeddings Mikel Artetxe Holger Schwenk 65 202 0 03 Nov 2018
Learning Cross-Lingual Sentence Representations via a Multi-task Dual-Encoder Model Muthuraman Chidambaram Yinfei Yang Daniel Cer Steve Yuan Yun-hsuan Sung B. Strope R. Kurzweil SSL 55 125 0 30 Oct 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 95,175 0 11 Oct 2018
Denoising Neural Machine Translation Training with Trusted Data and Online Data Selection Wei Wang Taro Watanabe Macduff Hughes Tetsuji Nakagawa Ciprian Chelba 77 91 0 31 Aug 2018
Effective Parallel Corpus Mining using Bilingual Sentence Embeddings Mandy Guo Qinlan Shen Yinfei Yang Heming Ge Daniel Cer ... K. Stevens Noah Constant Yun-hsuan Sung B. Strope R. Kurzweil 97 111 0 31 Jul 2018
Learning Semantic Textual Similarity from Conversations Yinfei Yang Steve Yuan Daniel Cer Sheng-yi Kong Noah Constant Petr Pilar Heming Ge Yun-hsuan Sung B. Strope R. Kurzweil 55 163 0 20 Apr 2018
When and Why are Pre-trained Word Embeddings Useful for Neural Machine Translation? Ye Qi Devendra Singh Sachan Matthieu Felix Sarguna Padmanabhan Graham Neubig 99 344 0 17 Apr 2018
Universal Sentence Encoder Daniel Cer Yinfei Yang Sheng-yi Kong Nan Hua Nicole Limtiaco ... Steve Yuan Chris Tar Yun-hsuan Sung B. Strope R. Kurzweil 439 1,907 0 29 Mar 2018
SentEval: An Evaluation Toolkit for Universal Sentence Representations Alexis Conneau Douwe Kiela 100 641 0 14 Mar 2018
An efficient framework for learning sentence representations Lajanugen Logeswaran Honglak Lee 85 544 0 07 Mar 2018
The University of Edinburgh's Neural MT Systems for WMT17 Rico Sennrich Alexandra Birch Anna Currey Ulrich Germann Barry Haddow Kenneth Heafield Antonio Valerio Miceli Barone Philip Williams MoE 84 182 0 02 Aug 2017
SemEval-2017 Task 1: Semantic Textual Similarity - Multilingual and Cross-lingual Focused Evaluation Daniel Cer Mona T. Diab Eneko Agirre I. Lopez-Gazpio Lucia Specia 443 1,891 0 31 Jul 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 786 132,363 0 12 Jun 2017
Supervised Learning of Universal Sentence Representations from Natural Language Inference Data Alexis Conneau Douwe Kiela Holger Schwenk Loïc Barrault Antoine Bordes AI4TS SSL 238 2,105 0 05 May 2017
Layer Normalization Jimmy Lei Ba J. Kiros Geoffrey E. Hinton 426 10,531 0 21 Jul 2016
Neural Machine Translation of Rare Words with Subword Units Rico Sennrich Barry Haddow Alexandra Birch 228 7,757 0 31 Aug 2015