Lovekesh Vig

Hybrid BiLSTM-Siamese network for FAQ Assistance

2017

We describe an automated assistant for answering frequently asked questions; our system has been deployed, and is currently answering HR-related queries in two different areas (leave management and health insurance) to a large number of …

Logical Explanations for Deep Relational Machines Using Relevance Information

2018 · arXiv (Cornell University)

Our interest in this paper is in the construction of symbolic explanations for predictions made by a deep neural network. We will focus attention on deep relational machines (DRMs, first proposed by H. Lodhi). A …

Translating Across Cultures: LLMs for Intralingual Cultural Adaptation

2024 · arXiv (Cornell University)

LLMs are increasingly being deployed for multilingual applications and have demonstrated impressive translation capabilities between several low and high-resource languages. An aspect of translation that often gets overlooked is that of cultural adaptation, or modifying …

Beyond Retrieval: Topic-based Alignment of Scientific Papers to Research Proposal

2024

The inception of a research agenda typically commences with the creation of a comprehensive research proposal.The efficacy of the proposal often hinges on its ability to connect with the existing scientific literature that supports its …

Guided Diffusion-based Counterfactual Augmentation for Robust Session-based Recommendation

2024 · arXiv (Cornell University)

Session-based recommendation (SR) models aim to recommend top-K items to a user, based on the user's behaviour during the current session. Several SR models are proposed in the literature, however,concerns have been raised about their …