Improving Multilingual Sentence Embedding using Bi-directional Dual Encoder with Additive Margin Softmax

22 February 2019

Yinfei Yang

Gustavo Hernández Ábrego

Papers citing "Improving Multilingual Sentence Embedding using Bi-directional Dual Encoder with Additive Margin Softmax"

50 / 69 papers shown

Title
News Without Borders: Domain Adaptation of Multilingual Sentence Embeddings for Cross-lingual News Recommendation Andreea Iana Fabian David Schmidt Goran Glavas Heiko Paulheim 63 3 0 20 Jan 2025
Multi-Field Adaptive Retrieval Millicent Li Tongfei Chen Benjamin Van Durme Patrick Xia 113 1 0 26 Oct 2024
MEXMA: Token-level objectives improve sentence representations Joao Maria Janeiro Benjamin Piwowarski Patrick Gallinari Loïc Barrault 26 1 0 19 Sep 2024
FLARE: Fusing Language Models and Collaborative Architectures for Recommender Enhancement Liam Hebert Marialena Kyriakidi Hubert Pham Krishna Sayana James Pine Sukhdeep S. Sodhi Ambarish Jash VLM 56 4 0 18 Sep 2024
The Russian-focused embedders' exploration: ruMTEB benchmark and Russian embedding model design Artem Snegirev Maria Tikhonova Anna Maksimova Alena Fenogenova Alexander Abramov 26 4 0 22 Aug 2024
Cross-lingual paraphrase identification Inessa Fedorova Aleksei Musatow 16 0 0 21 Jun 2024
Learning Job Title Representation from Job Description Aggregation Network Napat Laosaengpha Thanit Tativannarat Chawan Piansaddhayanon Attapol Rutherford E. Chuangsuwanich 27 1 0 12 Jun 2024
MINERS: Multilingual Language Models as Semantic Retrievers Genta Indra Winata Ruochen Zhang David Ifeoluwa Adelani RALM 47 5 0 11 Jun 2024
Multi-level Shared Knowledge Guided Learning for Knowledge Graph Completion Yongxue Shan Jie Zhou Jie Peng Xin Zhou Jiaqian Yin Xiaodong Wang 34 2 0 08 May 2024
Understanding Cross-Lingual Alignment -- A Survey Katharina Hämmerl Jindvrich Libovický Alexander M. Fraser 36 10 0 09 Apr 2024
Enhancing Cross-lingual Sentence Embedding for Low-resource Languages with Word Alignment Zhongtao Miao Qiyu Wu Kaiyan Zhao Zilong Wu Yoshimasa Tsuruoka 28 9 0 03 Apr 2024
Transforming LLMs into Cross-modal and Cross-lingual Retrieval Systems Frank Palma Gomez Ramon Sanabria Yun-hsuan Sung Daniel Matthew Cer Siddharth Dalmia Gustavo Hernández Ábrego VLM 33 4 0 02 Apr 2024
Improving Cross-lingual Representation for Semantic Retrieval with Code-switching M. Maimaiti Yuanhang Zheng Ji Zhang Fei Huang Yue Zhang Wenpei Luo Kaiyu Huang LRM 28 0 0 03 Mar 2024
EMMA-X: An EM-like Multilingual Pre-training Algorithm for Cross-lingual Representation Learning Ping Guo Xiangpeng Wei Yue Hu Baosong Yang Dayiheng Liu Fei Huang Jun Xie 21 2 0 26 Oct 2023
KERMIT: Knowledge Graph Completion of Enhanced Relation Modeling with Inverse Transformation Haotian Li Lingzhi Wang Yuliang Wei Richard Y. D. Xu Bailing Wang Bailing Wang 41 2 0 26 Sep 2023
The Effect of Alignment Objectives on Code-Switching Translation Mohamed Anwar 11 1 0 10 Sep 2023
SONAR: Sentence-Level Multimodal and Language-Agnostic Representations Paul-Ambroise Duquenne Holger Schwenk Benoît Sagot AI4TS VLM 29 58 0 22 Aug 2023
Massively Multilingual Corpus of Sentiment Datasets and Multi-faceted Sentiment Classification Benchmark Lukasz Augustyniak Szymon Wo'zniak Marcin Gruza Piotr Gramacki Krzysztof Rajda M. Morzy Tomasz Kajdanowicz 28 5 0 13 Jun 2023
Learning Multilingual Sentence Representations with Cross-lingual Consistency Regularization Pengzhi Gao Liwen Zhang Zhongjun He Hua-Hong Wu Haifeng Wang 19 5 0 12 Jun 2023
SamToNe: Improving Contrastive Loss for Dual Encoder Retrieval Models with Same Tower Negatives Fedor Moiseev Gustavo Hernández Ábrego Peter Dornbach I. Zitouni Enrique Alfonseca Zhe Dong 29 6 0 05 Jun 2023
Dual-Alignment Pre-training for Cross-lingual Sentence Embedding Ziheng Li Shaohan Huang Zi-qiang Zhang Zhi-Hong Deng Qiang Lou Haizhen Huang Jian Jiao Furu Wei Weiwei Deng Qi Zhang 28 10 0 16 May 2023
LEALLA: Learning Lightweight Language-agnostic Sentence Embeddings with Knowledge Distillation Zhuoyuan Mao Tetsuji Nakagawa FedML 11 19 0 16 Feb 2023
SpeechMatrix: A Large-Scale Mined Corpus of Multilingual Speech-to-Speech Translations Paul-Ambroise Duquenne Hongyu Gong Ning Dong Jingfei Du Ann Lee Vedanuj Goswani Changhan Wang J. Pino Benoît Sagot Holger Schwenk 37 34 0 08 Nov 2022
Very Low Resource Sentence Alignment: Luhya and Swahili E. Chimoto Bruce A. Bassett CVBM 11 10 0 31 Oct 2022
Language Agnostic Multilingual Information Retrieval with Contrastive Learning Xiyang Hu Xinchi Chen Peng Qi Deguang Kong Kun Liu William Yang Wang Zhiheng Huang 17 8 0 12 Oct 2022
Multi-stage Distillation Framework for Cross-Lingual Semantic Similarity Matching Kunbo Ding Weijie Liu Yuejian Fang Zhe Zhao Qi Ju Xuefeng Yang 20 1 0 13 Sep 2022
ABB-BERT: A BERT model for disambiguating abbreviations and contractions Prateek Kacker Andi Cupallari Aswin Giridhar Subramanian Nimit Jain 14 0 0 08 Jul 2022
EMS: Efficient and Effective Massively Multilingual Sentence Embedding Learning Zhuoyuan Mao Chenhui Chu Sadao Kurohashi 35 1 0 31 May 2022
Bitext Mining Using Distilled Sentence Representations for Low-Resource Languages Kevin Heffernan Onur cCelebi Holger Schwenk 25 53 0 25 May 2022
FLEURS: Few-shot Learning Evaluation of Universal Representations of Speech Alexis Conneau Min Ma Simran Khanuja Yu Zhang Vera Axelrod Siddharth Dalmia Jason Riesa Clara E. Rivera Ankur Bapna VLM 78 282 0 25 May 2022
NLU++: A Multi-Label, Slot-Rich, Generalisable Dataset for Natural Language Understanding in Task-Oriented Dialogue I. Casanueva Ivan Vulić Georgios P. Spithourakis Paweł Budzianowski 25 10 0 27 Apr 2022
Assessment of Massively Multilingual Sentiment Classifiers Krzysztof Rajda Lukasz Augustyniak Piotr Gramacki Marcin Gruza Szymon Wo'zniak Tomasz Kajdanowicz 20 5 0 11 Apr 2022
SimKGC: Simple Contrastive Knowledge Graph Completion with Pre-trained Language Models Liang Wang Wei-Ye Zhao Zhuoyu Wei Jingming Liu 28 178 0 04 Mar 2022
USCORE: An Effective Approach to Fully Unsupervised Evaluation Metrics for Machine Translation Jonas Belouadi Steffen Eger 31 20 0 21 Feb 2022
On Cross-Lingual Retrieval with Multilingual Text Encoders Robert Litschko Ivan Vulić Simone Paolo Ponzetto Goran Glavavs 11 38 0 21 Dec 2021
CrossSum: Beyond English-Centric Cross-Lingual Summarization for 1,500+ Language Pairs Abhik Bhattacharjee Tahmid Hasan Wasi Uddin Ahmad Yuan-Fang Li Yong-Bin Kang Rifat Shahriyar RALM ELM 32 37 0 16 Dec 2021
Large Dual Encoders Are Generalizable Retrievers Jianmo Ni Chen Qu Jing Lu Zhuyun Dai Gustavo Hernández Ábrego ... Vincent Zhao Yi Luan Keith B. Hall Ming-Wei Chang Yinfei Yang DML 16 430 0 15 Dec 2021
TransAug: Translate as Augmentation for Sentence Embeddings Jue Wang Haofan Wang Xing Wu Chaochen Gao Debing Zhang 14 0 0 30 Oct 2021
A Case Study to Reveal if an Area of Interest has a Trend in Ongoing Tweets Using Word and Sentence Embeddings Ismail Aslan Y. Topcu 16 0 0 02 Oct 2021
ConvFiT: Conversational Fine-Tuning of Pretrained Language Models Ivan Vulić Pei-hao Su Sam Coope D. Gerz Paweł Budzianowski I. Casanueva Nikola Mrkvsić Tsung-Hsien Wen 19 36 0 21 Sep 2021
MURAL: Multimodal, Multitask Retrieval Across Languages Aashi Jain Mandy Guo Krishna Srinivasan Ting-Li Chen Sneha Kudugunta Chao Jia Yinfei Yang Jason Baldridge VLM 115 52 0 10 Sep 2021
Neural Machine Translation for Low-Resource Languages: A Survey Surangika Ranathunga E. Lee Marjana Prifti Skenduli Ravi Shekhar Mehreen Alam Rishemjit Kaur 27 234 0 29 Jun 2021
Claim Matching Beyond English to Scale Global Fact-Checking Ashkan Kazemi Kiran Garimella Devin Gaffney Scott A. Hale 22 57 0 01 Jun 2021
Lightweight Cross-Lingual Sentence Representation Learning Zhuoyuan Mao Prakhar Gupta Pei Wang Chenhui Chu Martin Jaggi Sadao Kurohashi VLM 14 8 0 28 May 2021
Backretrieval: An Image-Pivoted Evaluation Metric for Cross-Lingual Text Representations Without Parallel Corpora Mikhail Fain Niall Twomey Danushka Bollegala 11 2 0 11 May 2021
Learning Shared Semantic Space for Speech-to-Text Translation Chi Han Mingxuan Wang Heng Ji Lei Li 16 76 0 07 May 2021
Multilingual and Cross-Lingual Intent Detection from Spoken Data D. Gerz Pei-hao Su Razvan Kusztos Avishek Mondal M. Lis Eshan Singhal N. Mrksic Tsung-Hsien Wen Ivan Vulić 15 35 0 17 Apr 2021
Few-shot Intent Classification and Slot Filling with Retrieved Examples Dian Yu Luheng He Yuan Zhang Xinya Du Panupong Pasupat Qi Li VLM 17 50 0 12 Apr 2021
Assessing Reference-Free Peer Evaluation for Machine Translation Sweta Agrawal George F. Foster Markus Freitag Colin Cherry LRM 27 9 0 12 Apr 2021
On the Evaluation of Vision-and-Language Navigation Instructions Mingde Zhao Peter Anderson Vihan Jain Su Wang Alexander Ku Jason Baldridge Eugene Ie 231 51 0 26 Jan 2021