3 papers
cs.MA2026
Continuous Improvement and Parallel Autonomous Exploration: An LLM-Agent Framework for Searching Large Solution Spaces
Dulmini Hettiarachchi, Andre Rusli, Julio Christian Young +1
We present a framework that gives LLM agents two mechanisms for searching large solution spaces autonomously. First, a leaderboard scored on held-out data acts as a reward signal t…
cs.LG2025
Using item recommendations and LLMs in marketing email titles
Deddy Jobson, Muktti Shukla, Phuong Dinh +4
E-commerce marketplaces make use of a number of marketing channels like emails, push notifications, etc. to reach their users and stimulate purchases. Personalized emails especiall…
cs.CL2024
CERM: Context-aware Literature-based Discovery via Sentiment Analysis
Julio Christian Young, Uchenna Akujuobi
Driven by the abundance of biomedical publications, we introduce a sentiment analysis task to understand food-health relationship. Prior attempts to incorporate health into recipe…