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This chapter explores Named Entity Recognition (NER) using LLMs like BERT and RoBERTa and SLMs like DistilBERT and TinyBERT. We compare their performance in various NER scenarios, including identifying diverse entity types and handling contextual variations.

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Named Entity Recognition (NER) with LLMs and SLMs

  • 章节

  • 发表日期：

    2025年

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  • Venkata Gunnu,
  • Shubham Shah,
  • Anvesh Minukuri,
  • Jayanth Gopu

摘要

This chapter explores Named Entity Recognition (NER) using LLMs like BERT and RoBERTa and SLMs like DistilBERT and TinyBERT. We compare their performance in various NER scenarios, including identifying diverse entity types and handling contextual variations.