Assessment of Generative Named Entity Recognition in the Era of Large Language Models

arXiv:2601.17898 · cs.CL · Submitted 2026-01-25 · Read on arXiv

cs.CL

Submitted: 2026-01-25

Updated: 2026-10-09

Terminology

• Fine-Tuning — 2× in this paper · explained in 5 episodes
• In-Context Learning — 1× in this paper · explained in 4 episodes
• Instruction Tuning — 1× in this paper · explained in 2 episodes
• Large Language Models (LLMs) — 1× in this paper · explained in 6 episodes
• Named Entity Recognition (NER) — 1× in this paper · explained in 2 episodes
• Parameter-Efficient Fine-Tuning — 1× in this paper · explained in 2 episodes

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