Filtering and Mining Parallel Data in a Joint Multilingual Space

24 May 2018

Papers citing "Filtering and Mining Parallel Data in a Joint Multilingual Space"

28 / 28 papers shown

Title
Mitigating Semantic Leakage in Cross-lingual Embeddings via Orthogonality Constraint Dayeon Ki Cheonbok Park H. Kim FedML 39 0 0 24 Sep 2024
Critical Learning Periods: Leveraging Early Training Dynamics for Efficient Data Pruning E. Chimoto Jay Gala Orevaoghene Ahia Julia Kreutzer Bruce A. Bassett Sara Hooker VLM 42 4 0 29 May 2024
Discovering Language Model Behaviors with Model-Written Evaluations Ethan Perez Sam Ringer Kamilė Lukošiūtė Karina Nguyen Edwin Chen ... Danny Hernandez Deep Ganguli Evan Hubinger Nicholas Schiefer Jared Kaplan ALM 22 367 0 19 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
Very Low Resource Sentence Alignment: Luhya and Swahili E. Chimoto Bruce A. Bassett CVBM 16 10 0 31 Oct 2022
SAMU-XLSR: Semantically-Aligned Multimodal Utterance-level Cross-Lingual Speech Representation Sameer Khurana Antoine Laurent James R. Glass 25 36 0 17 May 2022
Cross-Lingual Phrase Retrieval Heqi Zheng Xiao Zhang Zewen Chi Heyan Huang T. Yan Tian Lan Wei Wei Xian-Ling Mao RALM LRM 35 3 0 19 Apr 2022
Pre-Trained Multilingual Sequence-to-Sequence Models: A Hope for Low-Resource Language Translation? E. Lee Sarubi Thillainathan Shravan Nayak Surangika Ranathunga David Ifeoluwa Adelani Ruisi Su Arya D. McCarthy VLM 21 43 0 16 Mar 2022
Learning How to Translate North Korean through South Korean Hwichan Kim Sangwhan Moon Naoaki Okazaki Mamoru Komachi 30 2 0 27 Jan 2022
Self-Supervised Knowledge Assimilation for Expert-Layman Text Style Transfer Wenda Xu Michael Stephen Saxon Misha Sra Wei Wang MedIm 19 13 0 06 Oct 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
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
The Curious Case of Hallucinations in Neural Machine Translation Vikas Raunak Arul Menezes Marcin Junczys-Dowmunt 44 190 0 14 Apr 2021
Bilingual Lexicon Induction via Unsupervised Bitext Construction and Word Alignment Freda Shi Luke Zettlemoyer Sida I. Wang SSL 29 32 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
On Learning Language-Invariant Representations for Universal Machine Translation Hao Zhao Junjie Hu Andrej Risteski 40 8 0 11 Aug 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
A Bilingual Generative Transformer for Semantic Sentence Embedding John Wieting Graham Neubig Taylor Berg-Kirkpatrick 16 28 0 10 Nov 2019
Simple and Effective Paraphrastic Similarity from Parallel Translations John Wieting Kevin Gimpel Graham Neubig Taylor Berg-Kirkpatrick 24 49 0 30 Sep 2019
Pivot-based Transfer Learning for Neural Machine Translation between Non-English Languages Yunsu Kim P. Petrov Pavel Petrushkov Shahram Khadivi Hermann Ney LRM 50 80 0 20 Sep 2019
From English to Code-Switching: Transfer Learning with Strong Morphological Clues Gustavo Aguilar Thamar Solorio 30 38 0 11 Sep 2019
WikiMatrix: Mining 135M Parallel Sentences in 1620 Language Pairs from Wikipedia Holger Schwenk Vishrav Chaudhary Shuo Sun Hongyu Gong Francisco Guzmán CVBM 24 400 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
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 47 111 0 31 Jul 2018
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
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 218 7,926 0 17 Aug 2015