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cs.IR2026
Auditing LLM Pseudo-Label Distillation for Review Informativeness at E-Commerce Scale
M. Emin Dogan, Cansu Er, Aysenur Kulunk +2
We study hard-label distillation from Gemini 3.1 Flash-Lite to compact encoders on 5.34 million Turkish marketplace reviews. A strict new-SKU temporal test measures teacher fidelit…
cs.IR2025★ 1 cited
Optimizing Product Deduplication in E-Commerce with Multimodal Embeddings
Aysenur Kulunk, Berk Taskin, M. Furkan Eseoglu +1
In large scale e-commerce marketplaces, duplicate product listings frequently cause consumer confusion and operational inefficiencies, degrading trust on the platform and increasin…