Sonakshi Gupta

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Natural Language Processing (1)Recommendation & Information Retrieval (1)Scientific Discovery & Drug Design (1)

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Akhlak Mahmood (1)Wei Xiong (1)Rampi Ramprasad (1)

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Feb 18, 2026

3w ago·also Matmerize

Retrieval Augmented Generation of Literature-derived Polymer Knowledge: The Example of a Biodegradable Polymer Expert System

Unlock polymer insights buried in literature: a knowledge graph-backed RAG system delivers more precise and interpretable results than vector-based retrieval.

Sonakshi Gupta, Akhlak Mahmood, Wei Xiong +1

Natural Language Processing Recommendation & Information Retrieval Scientific Discovery & Drug Design

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Sonakshi Gupta

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)