3 papers
cs.SI2025
LLMs Between the Nodes: Community Discovery Beyond Vectors
Ekta Gujral, Apurva Sinha
Community detection in social network graphs plays a vital role in uncovering group dynamics, influence pathways, and the spread of information. Traditional methods focus primarily…
cs.IR2025
CPR: Leveraging LLMs for Topic and Phrase Suggestion to Facilitate Comprehensive Product Reviews
Ekta Gujral, Apurva Sinha, Lishi Ji +1
Consumers often heavily rely on online product reviews, analyzing both quantitative ratings and textual descriptions to assess product quality. However, existing research hasn't ad…
cs.AI2024
PAE: LLM-based Product Attribute Extraction for E-Commerce Fashion Trends
Apurva Sinha, Ekta Gujral
Product attribute extraction is an growing field in e-commerce business, with several applications including product ranking, product recommendation, future assortment planning and…