Mayank Kejriwal

Influence Role Recognition and LLM-Based Scholar Recommendation in Academic Social Networks

2024

Identifying scholars and their relevant publications in interdisciplinary collaborations within an academic social network (ASN) can help drive new scientific knowledge discovery. This involves a challenging and time-consuming process, which requires scholar's influence role recognition …

LOGicalThought: Logic-Based Ontological Grounding of LLMs for High-Assurance Reasoning

2025 · arXiv (Cornell University)

High-assurance reasoning, particularly in critical domains such as law and medicine, requires conclusions that are accurate, verifiable, and explicitly grounded in evidence. This reasoning relies on premises codified from rules, statutes, and contracts, inherently involving …