Carl Edwards
Carl Edwards has 2 papers in our library, in 2021–2022, most of them on Information retrieval & search; often with Heng Ji, ChengXiang Zhai, Kyunghyun Cho.
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📄 2 works in our library · 🔗 Cited 120 times in our library · ⭐ Paper Stars ranking: #3873
Concepts, shelves and topics
📚 Shelves 6The field of science this work belongs to (OpenAlex fields).Computer Science · 2 worksComputational Theory and Mathematics · 2 worksComputer Vision and Pattern Recognition · 2 worksMaterials Science · 1 workMaterials Chemistry · 1 workInformation Systems · 1 work
🧭 Topics 1Research subjects and languages the work is about.Information retrieval & search · 1 work
Works by year
2020s
20221 paperTranslation between Molecules and Natural Language20211 paperText2Mol: Cross-Modal Molecule Retrieval with Natural Language Queries
Papers
- Translation between Molecules and Natural Language (2022 · 236 citations)
The paper frames conversion between chemical structures and English as two new tasks. Molecule captioning produces a textual description from a SMILES string. Text-guided de novo molecule generation does the reverse, producing a SMILES string that fits a given description. The main obstacle is that paired… - Text2Mol: Cross-Modal Molecule Retrieval with Natural Language Queries (2021 · 132 citations)
The authors introduce Text2Mol, a new retrieval task: given a free-text description, find the matching molecule in a collection that has no accompanying text.
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