Regina Barzilay is affiliated with MIT in the United States and has made contributions spanning computer science and biochemistry, genetics, and molecular biology. Their research integrates artificial intelligence techniques with applications in molecular biology and drug discovery.
Their publication record includes work in various research fields with particular emphasis on artificial intelligence, molecular biology, computational theory and mathematics, materials chemistry, and radiology, nuclear medicine, and imaging. Key research topics covered in their work include computational drug discovery methods, machine learning in materials science, topic modeling, protein structure and dynamics, RNA and protein synthesis mechanisms, machine learning and data classification, and natural language processing techniques.
Some of the recent papers authored or co-authored by Regina Barzilay are:
Frequent co-authors include:
Research publications by Barzilay appear often in venues such as:
Regina Barzilay's academic distinctions include being named a Fellow of the Association for the Advancement of Artificial Intelligence (AAAI) in 2018 for contributions to natural language processing and a Fellow of the MacArthur Foundation in 2017.
Jonathan M. Stokes;Kevin Yang;Kyle Swanson;Wengong Jin
Kevin Yang;Kyle Swanson;Wengong Jin;Connor W. Coley
Regina Barzilay;Michael Elhadad
Regina Barzilay;Regina Barzilay;Mirella Lapata
Wengong Jin;Regina Barzilay;Tommi S. Jaakkola
Connor W. Coley;Regina Barzilay;Tommi S. Jaakkola;William H. Green
Tao Lei;Regina Barzilay;Tommi S. Jaakkola
Connor W. Coley;Wengong Jin;Luke Rogers;Timothy F. Jamison
Regina Barzilay;Kathleen R. McKeown
Tianxiao Shen;Tao Lei;Regina Barzilay;Tommi S. Jaakkola
Regina Barzilay;Lillian Lee
Regina Barzilay;Kathleen R. McKeown;Michael Elhadad
Regina Barzilay;Noemie Elhadad;Kathleen R. McKeown
Connor W. Coley;Regina Barzilay;William H. Green;Tommi S. Jaakkola
Regina Barzilay;Lillian Lee
Benjamin Snyder;Regina Barzilay
Regina Barzilay;Kathleen R. McKeown
Kathleen R. McKeown;Regina Barzilay;David Evans;Vasileios Hatzivassiloglou
Nate Kushman;Yoav Artzi;Luke Zettlemoyer;Regina Barzilay
S.R.K. Branavan;Harr Chen;Luke Zettlemoyer;Regina Barzilay
John Ingraham;Vikas Kamur Garg;Regina Barzilay;Tommi S Jaakkola
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