Prasenjit Mitra

Graph-based Molecular In-context Learning Grounded on Morgan Fingerprints featured image

Graph-based Molecular In-context Learning Grounded on Morgan Fingerprints

GAMIC introduces a novel self-supervised learning approach for molecular in-context learning that combines graph neural networks with Morgan fingerprints to better capture …

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Semantic Captioning: Benchmark Dataset and Graph-Aware Few-Shot In-Context Learning for SQL2Text featured image
Semantic Parsing

Semantic Captioning: Benchmark Dataset and Graph-Aware Few-Shot In-Context Learning for SQL2Text

This work introduces semantic captioning for SQL queries, addressing the reverse operation of semantic parsing by translating SQL code into natural language explanations. Using …

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