Showing 2026Show all
2 papers · 1 filter
cs.CL2026
Paying to Know: Micro-Transaction Markets for Verified Product Information in Agentic E-Commerce
Filippos Ventirozos, Matthew Shardlow
Commercial NLP treats the shopping chatbot as a recommender or a conversion tool: its job is to match a user to a catalogue entry and close a sale. We argue that the arrival of age…
cs.CL2026
AutoSpecNER: A Fine-Grained Named Entity Recognition Dataset for Vehicle Specification Extraction
Jordan Lee, Filippos Ventirozos, Abdirahman Abdullahm +3
Vehicle advertisements contain rich specification information, but automotive NER resources remain limited. We introduce AutoSpecNER, an expert-annotated dataset for fine-grained e…