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20222026
most citedDistantly Supervised Named Entity Recognition via Confidence-Based Multi-Class Positive and Unlabeled Learning

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cs.CL2026

Bridging Lexical Divergence: LLM-Assisted, Cost-Efficient, Zero-shot Scientific Entity Linking

Md Rasel Khondokar, Qiao Qiao, Farjana Sultana Samia +3

Scientific domain entity linking (EL) differs from general domain EL because mentions and entity names often lack lexical overlap. Another challenge is that specialized terminology…