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Regina Barzilay
Regina Barzilay
Professor of EECS, MIT
Dirección de correo verificada de csail.mit.edu - Página principal
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A deep learning approach to antibiotic discovery
JM Stokes, K Yang, K Swanson, W Jin, A Cubillos-Ruiz, NM Donghia, ...
Cell 180 (4), 688-702. e13, 2020
20442020
Junction tree variational autoencoder for molecular graph generation
W Jin, R Barzilay, T Jaakkola
International conference on machine learning, 2323-2332, 2018
16952018
Using lexical chains for text summarization
R Barzilay, M Elhadad
16541997
Analyzing learned molecular representations for property prediction
K Yang, K Swanson, W Jin, C Coley, P Eiden, H Gao, A Guzman-Perez, ...
Journal of chemical information and modeling 59 (8), 3370-3388, 2019
15242019
Modeling local coherence: An entity-based approach
R Barzilay, M Lapata
Computational Linguistics 34 (1), 1-34, 2008
9852008
Rationalizing neural predictions
T Lei, R Barzilay, T Jaakkola
arXiv preprint arXiv:1606.04155, 2016
9722016
Style transfer from non-parallel text by cross-alignment
T Shen, T Lei, R Barzilay, T Jaakkola
Advances in neural information processing systems 30, 2017
9142017
De novo design of protein structure and function with RFdiffusion
JL Watson, D Juergens, NR Bennett, BL Trippe, J Yim, HE Eisenach, ...
Nature 620 (7976), 1089-1100, 2023
7902023
Prediction of organic reaction outcomes using machine learning
CW Coley, R Barzilay, TS Jaakkola, WH Green, KF Jensen
ACS central science 3 (5), 434-443, 2017
7382017
A graph-convolutional neural network model for the prediction of chemical reactivity
CW Coley, W Jin, L Rogers, TF Jamison, TS Jaakkola, WH Green, ...
Chemical science 10 (2), 370-377, 2019
7032019
Extracting paraphrases from a parallel corpus
R Barzilay, K McKeown
Proceedings of the 39th annual meeting of the Association for Computational …, 2001
6872001
A deep learning mammography-based model for improved breast cancer risk prediction
A Yala, C Lehman, T Schuster, T Portnoi, R Barzilay
Radiology 292 (1), 60-66, 2019
6822019
Learning to paraphrase: An unsupervised approach using multiple-sequence alignment
R Barzilay, L Lee
arXiv preprint cs/0304006, 2003
6452003
Sentence fusion for multidocument news summarization
R Barzilay, KR McKeown
Computational Linguistics 31 (3), 297-328, 2005
5862005
Information fusion in the context of multi-document summarization
R Barzilay, K McKeown, M Elhadad
Proceedings of the 37th annual meeting of the Association for Computational …, 1999
5791999
Generative models for graph-based protein design
J Ingraham, V Garg, R Barzilay, T Jaakkola
Advances in neural information processing systems 32, 2019
5512019
Catching the drift: Probabilistic content models, with applications to generation and summarization
R Barzilay, L Lee
arXiv preprint cs/0405039, 2004
4892004
Convolutional embedding of attributed molecular graphs for physical property prediction
CW Coley, R Barzilay, WH Green, TS Jaakkola, KF Jensen
Journal of chemical information and modeling 57 (8), 1757-1772, 2017
4872017
Language understanding for text-based games using deep reinforcement learning
K Narasimhan, T Kulkarni, R Barzilay
arXiv preprint arXiv:1506.08941, 2015
4872015
Inferring strategies for sentence ordering in multidocument news summarization
R Barzilay, N Elhadad
Journal of Artificial Intelligence Research 17, 35-55, 2002
4782002
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Artículos 1–20