2 papers
cs.CL2026
SynthAVE: Scalable Synthetic Labeling for E-Commerce with LLM-Arena Validation
Andrea Scarinci, Virginia Negri, Brayan Impata +3
Fine-tuning large language models (LLMs) for e-commerce attribute extraction requires labeled data representative across thousands of product types, attributes, and multiple langua…
cs.CL2025
Attribute-Aware Controlled Product Generation with LLMs for E-commerce
Virginia Negri, VÃctor MartÃnez Gómez, Sergio A. Balanya +1
Product information extraction is crucial for e-commerce services, but obtaining high-quality labeled datasets remains challenging. We present a systematic approach for generating…