Metric Learning in Multilingual Sentence Similarity Measurement for
Document Alignment

Metric Learning in Multilingual Sentence Similarity Measurement for Document Alignment

21 August 2021

Charith Rajitha

Lakmali Piyarathne

Dilan Sachintha

Surangika Ranathunga

Papers citing "Metric Learning in Multilingual Sentence Similarity Measurement for Document Alignment"

14 / 14 papers shown

Title
Exploiting Parallel Corpora to Improve Multilingual Embedding based Document and Sentence Alignment Dilan Sachintha Lakmali Piyarathna Charith Rajitha Surangika Ranathunga 49 3 0 12 Jun 2021
Data Augmentation and Terminology Integration for Domain-Specific Sinhala-English-Tamil Statistical Machine Translation Aloka Fernando Surangika Ranathunga G. Dias 14 22 0 05 Nov 2020
The State and Fate of Linguistic Diversity and Inclusion in the NLP World Pratik M. Joshi Sebastin Santy A. Budhiraja Kalika Bali Monojit Choudhury LMTD 64 822 0 20 Apr 2020
Massively Multilingual Document Alignment with Cross-lingual Sentence-Mover's Distance Ahmed El-Kishky Francisco Guzmán 19 15 0 31 Jan 2020
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 152 6,454 0 05 Nov 2019
Distance-learning For Approximate Bayesian Computation To Model a Volcanic Eruption Lorenzo Pacchiardi Pierre Künzli Marcel Schoengens B. Chopard Ritabrata Dutta 40 13 0 28 Sep 2019
metric-learn: Metric Learning Algorithms in Python William de Vazelhes CJ Carey Yuan Tang Nathalie Vauquier A. Bellet DML 89 53 0 13 Aug 2019
RoBERTa: A Robustly Optimized BERT Pretraining Approach Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy M. Lewis Luke Zettlemoyer Veselin Stoyanov AIMat 390 24,160 0 26 Jul 2019
Hierarchical Document Encoder for Parallel Corpus Mining Mandy Guo Yinfei Yang K. Stevens Daniel Cer Heming Ge Yun-hsuan Sung B. Strope R. Kurzweil 46 23 0 20 Jun 2019
Massively Multilingual Sentence Embeddings for Zero-Shot Cross-Lingual Transfer and Beyond Mikel Artetxe Holger Schwenk 3DV 96 1,008 0 26 Dec 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 882 93,936 0 11 Oct 2018
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 427 129,831 0 12 Jun 2017
Learning Joint Multilingual Sentence Representations with Neural Machine Translation Holger Schwenk Matthijs Douze 122 209 0 13 Apr 2017
Progressive Attention Networks for Visual Attribute Prediction Paul Hongsuck Seo Zhe Lin Scott D. Cohen Xiaohui Shen Bohyung Han 40 41 0 08 Jun 2016