Concepedia

Regina Barzilay

RB

220

Publications

30.1K

Citations

87

H-Index

1997

Active since

Affiliations

Massachusetts Institute of Technology(Current)

Massachusetts General Hospital

Harvard University

Columbia University

Regina Barzilay is an author at Massachusetts Institute of Technology specializing in engineering, natural language processing, and data science.

Top concepts

EngineeringNatural Language ProcessingData ScienceComputational LinguisticsLinguisticsMachine LearningLanguageMachine TranslationText MiningKnowledge Discovery

Publications per year

1997–2025

220

Publications

220

A Deep Learning Approach to Antibiotic Discovery

Jonathan Stokes, Kevin Yang, Kyle Swanson et al. · Cell · 2020 · 2K citations · Full text

Antimicrobial Drug Discovery, Antimicrobial Susceptibility, Antibiotics +8

Analyzing Learned Molecular Representations for Property Prediction

Kevin Yang, Kyle Swanson, Wengong Jin et al. · Journal of Chemical Information and Modeling · 2019 · 1.6K citations · Full text

Geometric Learning, Engineering, Machine Learning +16

De novo design of protein structure and function with RFdiffusion

Joseph L. Watson, David Juergens, Nathaniel R. Bennett et al. · Nature · 2023 · 1.6K citations · Full text

Using lexical chains for text summarization

Regina Barzilay, Michael Elhadad · Columbia Academic Commons (Columbia University) · 1997 · 869 citations · Full text

Engineering, Entity Summarization, Quality Indicative Summaries +18

Prediction of Organic Reaction Outcomes Using Machine Learning

Connor W. Coley, Regina Barzilay, Tommi Jaakkola et al. · ACS Central Science · 2017 · 774 citations · Full text

Artificial Intelligence, Sequence Modelling, Engineering +15

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