Author

Abhilash Shankarampeta

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Preprint Oct 2026

WMEval: Evaluating Interactive World Models Grounded on Physical Simulations

Interactive world models hold immense potential for high-stakes applications in robotics, game engines, and immersive digital twins, yet existing benchmarks primarily focus on perceptual similarity rather than the physical-causal coherence essential for real-world utility. We introduce WMEval, a comprehensive benchmark...

Lan-Xiang Hu, Yi-Xin Huang, Abhilash Shankarampeta et al. · 0 citations

#artificial intelligence Nov 2025

Evidence-Guided Schema Normalization for Temporal Tabular Reasoning

This work proposes an approach that recasts the task as automated knowledge base construction: prompting an LLM to synthesize a 3NF-compliant relational schema from Wikipedia infobox timelines, populating the schema to obtain a queryable database, and generating and executing SQL queries against it, with QA accuracy se...

Ashish Thanga, Vibhu Dixit, Abhilash Shankarampeta et al. · arXiv.org · 1 citation