3 papers
cs.CL2025
Attribute-Aware Controlled Product Generation with LLMs for E-commerce
Virginia Negri, Víctor Martínez 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…
cs.CL2018
Neural Relation Extraction Within and Across Sentence Boundaries
Pankaj Gupta, Subburam Rajaram, Hinrich Schütze +2
Past work in relation extraction mostly focuses on binary relation between entity pairs within single sentence. Recently, the NLP community has gained interest in relation extracti…
cs.CL2017
Deep Temporal-Recurrent-Replicated-Softmax for Topical Trends over Time
Pankaj Gupta, Subburam Rajaram, Hinrich Schütze +1
Dynamic topic modeling facilitates the identification of topical trends over time in temporal collections of unstructured documents. We introduce a novel unsupervised neural dynami…