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22대 대한민국 국회 국회정보길라잡이 국회의원검색
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Recently, there have been extensive developments in Natural Language Processing (NLP). However, most studies have focused primarily on English, and relatively little research has been conducted on Tamil. More than 80 million people worldwide use Tamil, one of the national languages of Sri Lanka. It has several unique features that make NLP work more difficult, such as different regional dialects, complex morphemes, and different ways of writing non-standardized words. These challenges are further compounded by the lack of digital content, labeled datasets, and pretrained language models available for Tamil. Although some useful resources exist, they remain limited and fall short of expectations. In this study, we review NLP on Tamil language, identify problems with existing resources, and suggest future developments. Additionally, we highlight the need for collaboration to create better datasets, stronger language tools, and new applications designed to fit the special features of Tamil. This study helps researchers to better understand Tamil and supports the inclusion of low-resource languages in NLP research.

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권호기사 목록 테이블로 기사명, 저자명, 페이지, 원문, 기사목차 순으로 되어있습니다.
기사명 저자명 페이지 원문 목차
Intelligent LDPC decoding using graph neural networks for beyond 5G communication systems Ambar Bajpai p. 227-235
Natural language processing resources for Tamil language : a systematic review Muditha Tissera, Hassaan Saadhiq p. 236-258
Prospects for using blockchain-based mobile apps in employee performance evaluation Inayatulloh p. 259-268
Enhancing artificial intelligence empathetic conversation generation through emotion learning models Yunam Cheong, Kiseong Lee p. 269-276
Establishing the relationship between media and human emotions and analyzing its impact Jeongkyu Hong p. 277-282
Designing of virtual reality experimental environments using multiple high-resolution display devices Hasup Lee, Bin Jun, Yongwoo Yi, HyungSeok Kim p. 283-291
Vision-based counting of moving vehicles using catcher algorithm Ratri Dwi Atmaja, Achmad Rizal, Istiqomah p. 292-298
Personalized biomarker prediction in breast cancer brain metastases via ensemble learning integrating radiomics-clinical integration Ibad Ullah Azam, Shehla, Muhammad Yaseen, Hee-Cheol Kim p. 299-320
Designing and evaluating MQTT messaging system for database integration across external private networks Kyungtae Kim, Gyusun Hwang p. 321-326
Design and implementation of an AI-driven algorithmic trading simulation platform for strategy backtesting and forecasting Jong-Hwa Lee, Van-Ho Nguyen, Quang-Thang Tran, Duc-Quang-Tu Le, The-Dai-Nghia Nguyen, Hoanh-Su Le p. 327-335
Smart factory to dark factory in China : a systematic survey on managerial transformation YuanYuan Liu, Jun-Ho Huh p. 336-354

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