Arjun Atreya V

Also published as: Arjun Atreya, Arjun Atreya V


2020

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Leveraging Alignment and Phonology for low-resource Indic to English Neural Machine Transliteration
Parth Patel | Manthan Mehta | Pushpak Bhattacharya | Arjun Atreya
Proceedings of the 17th International Conference on Natural Language Processing (ICON)

In this paper we present a novel transliteration technique based on Orthographic Syllable(OS) segmentation for low-resource Indian languages (ILs). Given that alignment has produced promising results in Statistical Machine Transliteration systems and phonology plays an important role in transliteration, we introduce a new model which uses alignment representation similar to that of IBM model 3 to pre-process the tokenized input sequence and then use pre-trained source and target OS-embeddings for training. We apply our model for transliteration from ILs to English and report our accuracy based on Top-1 Exact Match. We also compare our accuracy with a previously proposed Phrase-Based model and report improvements.

2015

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Judge a Book by its Cover: Conservative Focused Crawling under Resource Constraints
Shehzaad Dhuliawala | Arjun Atreya V | Ravi Kumar Yadav | Pushpak Bhattacharyya
Proceedings of the 12th International Conference on Natural Language Processing

2013

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Structure Cognizant Pseudo Relevance Feedback
Arjun Atreya V | Yogesh Kakde | Pushpak Bhattacharyya | Ganesh Ramakrishnan
Proceedings of the Sixth International Joint Conference on Natural Language Processing

2012

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Building Multilingual Search Index using open source framework
Arjun Atreya | Swapnil Chaudhari | Pushpak Bhattacharyya | Ganesh Ramakrishnan
Proceedings of the 3rd Workshop on South and Southeast Asian Natural Language Processing

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Error tracking in search engine development
Swapnil Chaudhari | Arjun Atreya V | Pushpak Bhattacharyya | Ganesh Ramakrishnan
Proceedings of the 3rd Workshop on South and Southeast Asian Natural Language Processing