Molecule Retrieval with Natural Language

Keys words
Graph ML, LLM, Contrastive Learning, Multi-Modal
Objective
The aim of the project, as described in the document, is to address the advanced task of retrieving molecules using natural language descriptions as queries, introduced by the paper Text2Mol: Cross-Modal Molecule Retrieval with Natural Language Queries. This challenge involves developing a method to match textual data with molecular structures from a large database effectively.
Kaggle : ranked 1/52 (122 participants)

Links