Author

Vikranth Udandarao

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Preprint Jul 2026

KGCQual: An Interpretable Framework for Evaluating the Knowledge Graph Construction Quality from Text

A novel, interpretable metric for intrinsic KG quality assessment that measures how closely an automatically extracted graph approximates an"ideal"graph capturing the key noun phrases, predicate relations, and basic linguistic phenomena such as negation expressed in the source text is proposed.

Nipun Misra, Vikranth Udandarao, Aanchal Gupta et al. · 0 citations

#artificial intelligence Preprint Jun 2026

StocksTalk: A Voice-Enabled Conversational Agent for Structured Query Generation over Web Data

Experimental results show that retrieval grounding, constrained query generation, and interactive verification substantially improve constraint extraction accuracy, SQL executability, logical consistency, and multi-turn stability compared to baseline LLM-based approaches.

Akshat Parmar, Vikranth Udandarao, Abhay Shakya et al. · 0 citations