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Dual-State Capsule Networks for Text Classification

Sep 10, 2021
Piyumal Demotte, Surangika Ranathunga

* 9 pages 

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Metric Learning in Multilingual Sentence Similarity Measurement for Document Alignment

Aug 21, 2021
Charith Rajitha, Lakmali Piyarathne, Dilan Sachintha, Surangika Ranathunga

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Neural Machine Translation for Low-Resource Languages: A Survey

Jun 29, 2021
Surangika Ranathunga, En-Shiun Annie Lee, Marjana Prifti Skenduli, Ravi Shekhar, Mehreen Alam, Rishemjit Kaur

* 35 pages, 8 figures 

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Exploiting Parallel Corpora to Improve Multilingual Embedding based Document and Sentence Alignment

Jun 12, 2021
Dilan Sachintha, Lakmali Piyarathna, Charith Rajitha, Surangika Ranathunga

* 21 pages, 2 images 

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Sentiment Analysis for Sinhala Language using Deep Learning Techniques

Nov 14, 2020
Lahiru Senevirathne, Piyumal Demotte, Binod Karunanayake, Udyogi Munasinghe, Surangika Ranathunga

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Data Augmentation and Terminology Integration for Domain-Specific Sinhala-English-Tamil Statistical Machine Translation

Nov 06, 2020
Aloka Fernando, Surangika Ranathunga, Gihan Dias

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A Multi-language Platform for Generating Algebraic Mathematical Word Problems

Nov 19, 2019
Vijini Liyanage, Surangika Ranathunga

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