Analyzing and comparing LM architectures for named entity recognition

• المؤلف الرئيسي: Ng, Dominick Jie En
• مؤلفون آخرون: Wang Wenya
• التنسيق: Final Year Project
• اللغة: English
• منشور في: Nanyang Technological University 2025
• الموضوعات: Computer and Information Science; Named entity recognition
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/184075
• المؤسسة: Nanyang Technological University

This project aims to compare and evaluate the performances of Encoder-only LLM, Decoder-only LLM and Encoder-Decoder LLM for Named Entity Recognition (NER). Despite Encoder-only models being known to be better than generative models such as Decoder-only models for NER tasks, due to the rapid grow...