Fine-tuning Pre-trained Named Entity Recognition Models For Indian Languages

arXiv:2405.04829v1 Announce Type: new
Abstract: Named Entity Recognition (NER) is a useful component in Natural Language Processing (NLP) applications. It is used in various tasks such as Machine Translation, Summarization, Information Retrieval, and Question-Answering systems. The research on NER is centered around English and some other major languages, whereas limited attention has been given to Indian languages. We analyze the challenges and propose techniques that can be tailored for Multilingual Named Entity Recognition for Indian Languages. We present a human …

abstract applications arxiv attention cs.cl english fine-tuning indian indian languages information language language processing languages machine machine translation major natural natural language natural language processing ner nlp processing question recognition research retrieval summarization systems tasks translation type