4 papers
GeopoliticalQA: Benchmarking Retrieval and Generation over Intelligence Reports
Veronika Solopova, Ivan Havlytskyi, Viktoria Skorik +1
Geopolitical and strategic intelligence reports constitute a rich source of expert knowledge and have increasing value in the current political climate, but their heterogeneity and…
LLMs as Strategic Actors: Behavioral Alignment, Risk Calibration, and Argumentation Framing in Geopolitical Simulations
Veronika Solopova, Viktoria Skorik, Maksym Tereshchenko +2
Large language models (LLMs) are increasingly proposed as agents in strategic decision environments, yet their behavior in structured geopolitical simulations remains under-researc…
Online Density-Based Clustering for Real-Time Narrative Evolution Monitorin
Ostap Vykhopen, Viktoria Skorik, Maksym Tereshchenko +1
Automated narrative intelligence systems for social media monitoring face significant scalability challenges when relying on batch clustering methods to process continuous data str…
Beyond Text-to-SQL: Autonomous Research-Driven Database Exploration with DAR
Ostap Vykhopen, Viktoria Skorik, Maksym Tereshchenko +1
Large language models can already query databases, yet most existing systems remain reactive: they rely on explicit user prompts and do not actively explore data. We introduce DAR…