arXiv 2026 / LLM Agents

SIDInspector: A Mapping-First Diagnostic Resource for Semantic-ID Tokenizers

A diagnostic resource for inspecting Semantic-ID tokenizers through their mapping behavior before downstream recommendation training.

arXiv Full publications

Research area

Skill retrieval, semantic identifiers, NL2SQL benchmarks, and LLM serving systems are treated as capability surfaces that should be inspected before they are trusted.

Publication record

Authors
J Ding, H Chang, H Qin, T Liu
Venue
arXiv preprint arXiv:2606.10375
Year
2026
Area
LLM Agents