Joshua Castillo, Ravi Mukkamala

Academic · 약 1분

LLM-based Schema-Guided Extraction and Validation of Missing-Person Intelligence from Heterogeneous Data Sources

arXiv:2604.06571v1 Announce Type: new Abstract: Missing-person and child-safety investigations rely on heterogeneous case documents, including structured forms, bulletin-style posters, and narrative web profiles. Variations in …

조회수 80회 04.09

Academic · 약 1분

A Consensus-Driven Multi-LLM Pipeline for Missing-Person Investigations

arXiv:2603.08954v1 Announce Type: new Abstract: The first 72 hours of a missing-person investigation are critical for successful recovery. Guardian is an end-to-end system designed to …

Joshua Castillo, Ravi Mukkamala

조회수 91회 03.11

Academic · 약 1분

Interpretable Markov-Based Spatiotemporal Risk Surfaces for Missing-Child Search Planning with Reinforcement Learning and LLM-Based Quality …

arXiv:2603.08933v1 Announce Type: new Abstract: The first 72 hours of a missing-child investigation are critical for successful recovery. However, law enforcement agencies often face fragmented, …

Joshua Castillo, Ravi Mukkamala

조회수 105회 03.11