Effective Parallel Corpus Mining using Bilingual Sentence Embeddings

31 July 2018

Gustavo Hernández Ábrego

Papers citing "Effective Parallel Corpus Mining using Bilingual Sentence Embeddings"

50 / 64 papers shown

Title
MEXMA: Token-level objectives improve sentence representations Joao Maria Janeiro Benjamin Piwowarski Patrick Gallinari Loïc Barrault 26 1 0 19 Sep 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
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 39 4 0 29 May 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
Does Negative Sampling Matter? A Review with Insights into its Theory and Applications Zhen Yang Ming Ding Tinglin Huang Yukuo Cen Junshuai Song Bin Xu Yuxiao Dong Jie Tang 30 9 0 27 Feb 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
The Effect of Alignment Objectives on Code-Switching Translation Mohamed Anwar 13 1 0 10 Sep 2023
Learning Multilingual Sentence Representations with Cross-lingual Consistency Regularization Pengzhi Gao Liwen Zhang Zhongjun He Hua-Hong Wu Haifeng Wang 21 5 0 12 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 16 19 0 16 Feb 2023
Beyond Contrastive Learning: A Variational Generative Model for Multilingual Retrieval John Wieting J. Clark William W. Cohen Graham Neubig Taylor Berg-Kirkpatrick 16 6 0 21 Dec 2022
Very Low Resource Sentence Alignment: Luhya and Swahili E. Chimoto Bruce A. Bassett CVBM 11 10 0 31 Oct 2022
Retrofitting Multilingual Sentence Embeddings with Abstract Meaning Representation Deng Cai Xin Li Jackie Chun-Sing Ho Lidong Bing W. Lam 18 6 0 18 Oct 2022
EMS: Efficient and Effective Massively Multilingual Sentence Embedding Learning Zhuoyuan Mao Chenhui Chu Sadao Kurohashi 37 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
All You May Need for VQA are Image Captions Soravit Changpinyo Doron Kukliansky Idan Szpektor Xi Chen Nan Ding Radu Soricut 32 70 0 04 May 2022
How can NLP Help Revitalize Endangered Languages? A Case Study and Roadmap for the Cherokee Language Shiyue Zhang B. Frey Mohit Bansal 9 35 0 25 Apr 2022
MuCoT: Multilingual Contrastive Training for Question-Answering in Low-resource Languages Gokul Karthik Kumar Abhishek Singh Gehlot Sahal Shaji Mullappilly Karthik Nandakumar 26 13 0 12 Apr 2022
Quality Controlled Paraphrase Generation Elron Bandel R. Aharonov Michal Shmueli-Scheuer Ilya Shnayderman Noam Slonim L. Ein-Dor 19 38 0 21 Mar 2022
USCORE: An Effective Approach to Fully Unsupervised Evaluation Metrics for Machine Translation Jonas Belouadi Steffen Eger 31 20 0 21 Feb 2022
Improve Sentence Alignment by Divide-and-conquer Wu Zhang 11 0 0 18 Jan 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 34 37 0 16 Dec 2021
Improved Multilingual Language Model Pretraining for Social Media Text via Translation Pair Prediction Shubhanshu Mishra A. Haghighi VLM 18 4 0 20 Oct 2021
Secoco: Self-Correcting Encoding for Neural Machine Translation Tao Wang Chengqi Zhao Mingxuan Wang Lei Li Hang Li Deyi Xiong VLM 17 3 0 27 Aug 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
LAWDR: Language-Agnostic Weighted Document Representations from Pre-trained Models Hongyu Gong Vishrav Chaudhary Yuqing Tang Francisco Guzmán 19 3 0 07 Jun 2021
Lightweight Cross-Lingual Sentence Representation Learning Zhuoyuan Mao Prakhar Gupta Pei Wang Chenhui Chu Martin Jaggi Sadao Kurohashi VLM 16 8 0 28 May 2021
Unsupervised Multilingual Sentence Embeddings for Parallel Corpus Mining Ivana Kvapilíková Mikel Artetxe Gorka Labaka Eneko Agirre Ondrej Bojar SSL 11 36 0 21 May 2021
Paraphrastic Representations at Scale John Wieting Kevin Gimpel Graham Neubig Taylor Berg-Kirkpatrick 19 19 0 30 Apr 2021
"Wikily" Supervised Neural Translation Tailored to Cross-Lingual Tasks Mohammad Sadegh Rasooli Chris Callison-Burch Derry Wijaya CLIP 13 5 0 16 Apr 2021
Low-Resource Machine Translation Training Curriculum Fit for Low-Resource Languages Garry Kuwanto Afra Feyza Akyürek Isidora Chara Tourni Siyang Li Alex Jones Derry Wijaya 11 5 0 24 Mar 2021
Retrieve Fast, Rerank Smart: Cooperative and Joint Approaches for Improved Cross-Modal Retrieval Gregor Geigle Jonas Pfeiffer Nils Reimers Ivan Vulić Iryna Gurevych 27 59 0 22 Mar 2021
Evaluating Multilingual Text Encoders for Unsupervised Cross-Lingual Retrieval Robert Litschko Ivan Vulić Simone Paolo Ponzetto Goran Glavavs 13 23 0 21 Jan 2021
Bilingual Lexicon Induction via Unsupervised Bitext Construction and Word Alignment Freda Shi Luke Zettlemoyer Sida I. Wang SSL 24 32 0 01 Jan 2021
Neural Passage Retrieval with Improved Negative Contrast Jing Lu Gustavo Hernández Ábrego Ji Ma Jianmo Ni Yinfei Yang 21 25 0 23 Oct 2020
Unsupervised Bitext Mining and Translation via Self-trained Contextual Embeddings Phillip Keung Julian Salazar Y. Lu Noah A. Smith SSL 25 25 0 15 Oct 2020
Semantic Label Smoothing for Sequence to Sequence Problems Michal Lukasik Himanshu Jain A. Menon Seungyeon Kim Srinadh Bhojanapalli Felix X. Yu Sanjiv Kumar AI4TS 12 18 0 15 Oct 2020
ComStreamClust: a communicative multi-agent approach to text clustering in streaming data Ali Najafi Araz Gholipour-Shilabin Rahim Dehkharghani Ali Mohammadpur-Fard M. Asgari-Chenaghlu 8 1 0 11 Oct 2020
Multilevel Text Alignment with Cross-Document Attention Xuhui Zhou Nikolaos Pappas Noah A. Smith 22 18 0 03 Oct 2020
Neural Retrieval for Question Answering with Cross-Attention Supervised Data Augmentation Yinfei Yang Ning Jin Kuo Lin Mandy Guo Daniel Matthew Cer 11 31 0 29 Sep 2020
Language-agnostic BERT Sentence Embedding Fangxiaoyu Feng Yinfei Yang Daniel Matthew Cer N. Arivazhagan Wei Wang 14 869 0 03 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
MultiReQA: A Cross-Domain Evaluation for Retrieval Question Answering Models Mandy Guo Yinfei Yang Daniel Matthew Cer Qinlan Shen Noah Constant LRM 20 46 0 05 May 2020
Exploiting Sentence Order in Document Alignment Brian Thompson Philipp Koehn 14 19 0 30 Apr 2020
Making Monolingual Sentence Embeddings Multilingual using Knowledge Distillation Nils Reimers Iryna Gurevych 20 994 0 21 Apr 2020
Contextual Lensing of Universal Sentence Representations J. Kiros 8 5 0 20 Feb 2020
Massively Multilingual Document Alignment with Cross-lingual Sentence-Mover's Distance Ahmed El-Kishky Francisco Guzmán 13 15 0 31 Jan 2020
CCMatrix: Mining Billions of High-Quality Parallel Sentences on the WEB Holger Schwenk Guillaume Wenzek Sergey Edunov Edouard Grave Armand Joulin 25 254 0 10 Nov 2019