arXiv cs.CLPaper
Inspicio: Open-Vocabulary, LLM-Based Sense Retrieval for Historical Languages
This is specialized and useful for a specific problem: word sense disambiguation when you don't have bilingual resources. The pipeline is sensible (translate, get definitions, retrieve, rank) but the application is narrow. For most builders, this is academically solid but not actionable. For researchers in historical linguistics or low-resource NLP, it's a real tool.