Abhinav Sethy

Differentiable Greedy Networks

2018 · arXiv (Cornell University)

Optimal selection of a subset of items from a given set is a hard problem that requires combinatorial optimization. In this paper, we propose a subset selection algorithm that is trainable with gradient-based methods yet …

Integrating Summarization and Retrieval for Enhanced Personalization via Large Language Models

2023 · arXiv (Cornell University)

Personalization, the ability to tailor a system to individual users, is an essential factor in user experience with natural language processing (NLP) systems. With the emergence of Large Language Models (LLMs), a key question is …