Named Entity Recognition (NER) in Low Resource Languages of Ho

Author:

Dash Satya Ranjan1ORCID,Biruli Bikram2,Das Yasobanta2,Mgimwa Prosper Abel3,Kamaldeen Muhammed Abdur Rahmaan1,Fernando Aloka4

Affiliation:

1. KIIT University, India

2. KISS University, India

3. Real Hope Secondary School, Mafinga, Tanzania

4. University of Moratuwa, Sri Lanka

Abstract

The Ho tribe is an indigenous community that primarily inhabits the Indian states of Odisha, Jharkhand, West Bengal, Assam, and Chhattisgarh. The Ho language, which belongs to the Austroasiatic language of Munda family, is their primary means of communication. Warang Chiti is the script for writing Ho language. Creating user-friendly tools, applications, and resources that support Ho language users in various aspects, such as typing, spell-checking, dictionary lookup, text conversion between UNICODE and 8-bit encodings, speech-to-text, and text-to-speech translation, this chapter discusses data augmentation techniques, transfer learning methods, domain adaptation strategies, and the importance of resource creation. It also emphasizes the need for collaborative efforts and community-driven initiatives to advance NER research in low resource language settings.

Publisher

IGI Global

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