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

arXiv:2609.00228 · cs.CL · Submitted 2026-08-31 · Read on arXiv

cs.CL

Submitted: 2026-08-31

Updated: 2026-08-31

Terminology

Ontology — 63× in this paper · explained in 2 episodes
Benchmark — 40× in this paper · explained in 2 episodes
Fine-Tuning — 21× in this paper · explained in 5 episodes
Entity Linking — 20× in this paper
Accuracy — 10× in this paper · explained in 1 episode
Ablation — 6× in this paper · explained in 1 episode
Transformer — 3× in this paper · explained in 2 episodes
Ablation Studies — 2× in this paper · explained in 1 episode
Adaptation — 2× in this paper · explained in 1 episode
Conference on Computational Natural Language Learning — 2× in this paper
Embeddings — 2× in this paper · explained in 2 episodes
Knowledge Graph — 2× in this paper · explained in 7 episodes
Lexical Diversity — 2× in this paper · explained in 2 episodes
alpha — 2× in this paper · explained in 1 episode
Alignment — 1× in this paper · explained in 1 episode
Clinical Measurement Ontology — 1× in this paper
Cosine Similarity — 1× in this paper · explained in 3 episodes
Data Augmentation — 1× in this paper · explained in 7 episodes
Domain Adaptation — 1× in this paper · explained in 5 episodes
Domain Shift — 1× in this paper · explained in 4 episodes
Generalization — 1× in this paper · explained in 13 episodes
Robustness — 1× in this paper · explained in 5 episodes
Semantic Drift — 1× in this paper · explained in 3 episodes
Semantic Similarity — 1× in this paper · explained in 2 episodes
Sparsity — 1× in this paper · explained in 4 episodes
Vertebrate Trait Ontology — 1× in this paper

Terminology

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