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A Detailed Study on Anaphora Resolution System for Asian Languages

  • Priyanka Prajapati,
  • Vishal Goyal,
  • Kawaljit Kaur

摘要

In the field of Computational Linguistics, “anaphora" is a term used to denote the deliberate utilization of a word earlier mentioned in the discourse to mitigate redundancy. Anaphora resolution, a crucial element in this domain, involves identifying the phrase corresponding to a pronoun already introduced in the text or discourse. The importance of anaphora resolution is pivotal in numerous Natural Language Processing(NLP) applications, attracting many researchers. These applications encompass question-answer systems, Text Summarization, Machine Translation, Language Generation, Dialog Systems, and Information Extraction. The intricacy of resolving anaphora stems from the vast linguistic variation among different languages. This document offers the reader an in-depth comprehension of anaphora resolution, particularly within Natural Language Processing. Furthermore, it endeavors to illuminate a range of accessible resources for resolving anaphora, with a particular emphasis on Asian languages. This study examines the hitherto uncharted languages within the Asian continent and proposes novel avenues for emerging scholars. Our research team intends to focus on one of these unexplored linguistic domains for further investigation.