Margin-based Parallel Corpus Mining with Multilingual Sentence Embeddings

3 November 2018

Papers citing "Margin-based Parallel Corpus Mining with Multilingual Sentence Embeddings"

34 / 34 papers shown

Title
Improving Retrieval-Augmented Neural Machine Translation with Monolingual Data Maxime Bouthors Josep Crego François Yvon RALM LRM 56 0 0 30 Apr 2025
Mitigating Semantic Leakage in Cross-lingual Embeddings via Orthogonality Constraint Dayeon Ki Cheonbok Park H. Kim FedML 39 0 0 24 Sep 2024
Adaptative Bilingual Aligning Using Multilingual Sentence Embedding Olivier Kraif 23 0 0 18 Mar 2024
Exploring Representational Disparities Between Multilingual and Bilingual Translation Models Neha Verma Kenton W. Murray Kevin Duh 21 0 0 23 May 2023
Democratizing Neural Machine Translation with OPUS-MT Jörg Tiedemann Mikko Aulamo Daria Bakshandaeva M. Boggia Stig-Arne Gronroos Tommi Nieminen Alessandro Raganato Yves Scherrer Raúl Vázquez Sami Virpioja 18 28 0 04 Dec 2022
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 45 34 0 08 Nov 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 34 7 0 19 Oct 2022
Multilingual Representation Distillation with Contrastive Learning Weiting Tan Kevin Heffernan Holger Schwenk Philipp Koehn 43 16 0 10 Oct 2022
The first neural machine translation system for the Erzya language David Dale 78 7 0 19 Sep 2022
Bitext Mining for Low-Resource Languages via Contrastive Learning Weiting Tan Philipp Koehn 16 4 0 23 Aug 2022
Retrieval-Augmented Multilingual Keyphrase Generation with Retriever-Generator Iterative Training Yifan Gao Qingyu Yin Zheng Li Rui Meng Tong Zhao Bing Yin Irwin King M. Lyu RALM 36 20 0 21 May 2022
Few-shot Mining of Naturally Occurring Inputs and Outputs Mandar Joshi Terra Blevins M. Lewis Daniel S. Weld Luke Zettlemoyer 33 1 0 09 May 2022
Learning How to Translate North Korean through South Korean Hwichan Kim Sangwhan Moon Naoaki Okazaki Mamoru Komachi 30 2 0 27 Jan 2022
Improve Sentence Alignment by Divide-and-conquer Wu Zhang 16 0 0 18 Jan 2022
Survey of Low-Resource Machine Translation Barry Haddow Rachel Bawden Antonio Valerio Miceli Barone Jindvrich Helcl Alexandra Birch AIMat 33 150 0 01 Sep 2021
Aligning Cross-lingual Sentence Representations with Dual Momentum Contrast Liang Wang Wei-Ye Zhao Jingming Liu 40 14 0 01 Sep 2021
Facebook AI WMT21 News Translation Task Submission C. Tran Shruti Bhosale James Cross Philipp Koehn Sergey Edunov Angela Fan VLM 134 81 0 06 Aug 2021
Neural Machine Translation for Low-Resource Languages: A Survey Surangika Ranathunga E. Lee Marjana Prifti Skenduli Ravi Shekhar Mehreen Alam Rishemjit Kaur 38 236 0 29 Jun 2021
Exploiting Parallel Corpora to Improve Multilingual Embedding based Document and Sentence Alignment Dilan Sachintha Lakmali Piyarathna Charith Rajitha Surangika Ranathunga 24 3 0 12 Jun 2021
Unsupervised Multilingual Sentence Embeddings for Parallel Corpus Mining Ivana Kvapilíková Mikel Artetxe Gorka Labaka Eneko Agirre Ondrej Bojar SSL 19 36 0 21 May 2021
Bilingual Lexicon Induction via Unsupervised Bitext Construction and Word Alignment Freda Shi Luke Zettlemoyer Sida I. Wang SSL 29 33 0 01 Jan 2021
Unsupervised Bitext Mining and Translation via Self-trained Contextual Embeddings Phillip Keung Julian Salazar Y. Lu Noah A. Smith SSL 27 25 0 15 Oct 2020
Not Low-Resource Anymore: Aligner Ensembling, Batch Filtering, and New Datasets for Bengali-English Machine Translation Tahmid Hasan Abhik Bhattacharjee Kazi Samin Mubasshir Masum Hasan Madhusudan Basak M. Rahman Rifat Shahriyar VLM 23 72 0 20 Sep 2020
CoVoST 2 and Massively Multilingual Speech-to-Text Translation Changhan Wang Anne Wu J. Pino SLR 27 72 0 20 Jul 2020
A Multilingual Parallel Corpora Collection Effort for Indian Languages Shashank Siripragrada Jerin Philip Vinay P. Namboodiri C. V. Jawahar VLM 32 47 0 15 Jul 2020
Cross-lingual Retrieval for Iterative Self-Supervised Training C. Tran Y. Tang Xian Li Jiatao Gu RALM 28 72 0 16 Jun 2020
GeBioToolkit: Automatic Extraction of Gender-Balanced Multilingual Corpus of Wikipedia Biographies Marta R. Costa-jussá P. Lin C. España-Bonet SyDa 31 24 0 10 Dec 2019
Simple and Effective Paraphrastic Similarity from Parallel Translations John Wieting Kevin Gimpel Graham Neubig Taylor Berg-Kirkpatrick 27 49 0 30 Sep 2019
WikiMatrix: Mining 135M Parallel Sentences in 1620 Language Pairs from Wikipedia Holger Schwenk Vishrav Chaudhary Shuo Sun Hongyu Gong Francisco Guzmán CVBM 24 401 0 10 Jul 2019
Low-Resource Corpus Filtering using Multilingual Sentence Embeddings Vishrav Chaudhary Y. Tang Francisco Guzmán Holger Schwenk Philipp Koehn 29 77 0 20 Jun 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 52 115 0 22 Feb 2019
Word Translation Without Parallel Data Alexis Conneau Guillaume Lample MarcÁurelio Ranzato Ludovic Denoyer Hervé Jégou 189 1,639 0 11 Oct 2017
Six Challenges for Neural Machine Translation Philipp Koehn Rebecca Knowles AAML AIMat 224 1,208 0 12 Jun 2017
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Z. Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 716 6,748 0 26 Sep 2016