3 papers
cs.LG2026
From Gradient-Boosted Trees to Deep Recommenders: Practical Lessons from Migrating a Production Customer Support Recommender
Sonia Sharma, Jeyendran Balakrishnan, Shreya Rajpal +3
Product catalogs in fast-moving service businesses are shifting from static, independently priced SKUs toward dynamically bundled, discount-coupled offerings--a shift that strains…
cs.CV2026
Less is More: Label-Guided Summarization of Procedural and Instructional Videos
Shreya Rajpal, Michal Golovanevsky, Carsten Eickhoff
Video summarization helps turn long videos into clear, concise representations that are easier to review, document, and analyze, especially in high-stakes domains like surgical tra…
cs.CL2024
BERTologyNavigator: Advanced Question Answering with BERT-based Semantics
Shreya Rajpal, Ricardo Usbeck
The development and integration of knowledge graphs and language models has significance in artificial intelligence and natural language processing. In this study, we introduce the…