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{{shortShort description|ComputerIsraeli-American computer scientist}}
{{Infobox scientist
| image =
| name = Regina Barzilay
| birth_date = {{birth year and age|1970}}
| birth_place = [[Chișinău]], [[Moldova]]<ref name="ctech">{{cite web |last1=Auslender |first1=Viki |title=Hitting the Reset Button on Antibiotics |url=https://www.calcalistech.com/ctech/articles/0,7340,L-3808712,00.html |website=CTECH - www.calcalistech.com |date=17 April 2020}}</ref>
| birth_place = Moldavia
| death_date =
| death_place = =
| nationality = [[Israelis|Israeli]]
| field = [[Computer science]]<br>[[Natural language processing]]
| work_institution = {{Plainlist|
* [[Massachusetts Institute of Technology]]
* [[Weizmann Institute of Science]]}}
| alma_mater = {{Plainlist|
* [[Ben-Gurion University of the Negev]] (BS[[BSc]], MS[[MSc]])
* [[Columbia University]] ([[PhD]])}}
| doctoral_advisor = [[Kathleen McKeown]]<ref name="Columbia Press">{{cite web|url=http://engineering.columbia.edu/news/barzilay-macarthur| title= Regina Barzilay, Computer Science PhD '03, Wins MacArthur "Genius" Grant| date= 8 November 2017|language=en|access-date=2017-11-21}}</ref>
| thesis_title = Information Fusion for Multidocument. Summarization: Paraphrasing and Generation
| thesis_url = http://www1.cs.columbia.edu/nlp/theses/regina_barzilay.pdf
| thesis_year = 2003
| prizes = {{Plainlist|
* [[AAAI Squirrel AI Award for Artificial Intelligence for the Benefit of Humanity]] (2021)
* [[AAAI Fellow]] (2018)
* [[National Science Foundation CAREER Award]] (2005) <ref>{{cite web| url=https://www.nsf.gov/awardsearch/showAward?AWD_ID=0448168| title= CAREER: Content and Cohesion Models, with Applications to Text Summarization and Natural Language Generation}}</ref>
* [[TR35]] <ref>{{cite web| url=http://www2.technologyreview.com/tr35/profile.aspx?TRID=85| title= Regina Barzilay, 34 / Teaching computers to read and write|language=en|access-date=2017-11-21}}</ref>
* [[MacArthur Fellowship]] (2017)<ref name="MacArthur1">{{cite web|url=https://www.macfound.org/fellows/983/|title=Regina Barzilay |language=en|access-date=2017-11-21}}</ref>
}}
| website = {{Plainlist|
* {{URL|https://people.csail.mit.edu/regina/}}}}
 
}}
'''Regina Barzilay''' (born 1970) is an [[Israeli-American]] computer scientist. She is a professor at the [[Massachusetts Institute of Technology]], and a faculty lead for [[artificial intelligence]] (AI) at the [[MIT Jameel Clinic]], and a member of [[MIT Computer Science and Artificial Intelligence Laboratory]]. Her research interests are in [[natural language processing]] and applications of [[deep learning]] to chemistry and [[oncology]].
 
== Early life and education ==
== Education ==
Barzilay receivedwas herborn in [[Master ofChișinău]], Science[[Moldova]] and emigrated to [[BachelorIsrael]] with her parents at the age of Science]]20.<ref name="ctech" /> She received bachelor and masters degrees from [[Ben-Gurion University of the Negev]] in 19981993 and 19931998, respectively. She obtained hera [[PhD]] in Computercomputer Science in 2003science from [[Columbia University]] in 2003 for research supervised by [[Kathleen McKeown]].<ref name="Columbia Press"/><ref name="bengurion">{{cite web |title=Regina Barzilay, a BGU CS Alumna and an MIT Professor, wins MacArthur “genius"genius grant”grant" |url=https://in.bgu.ac.il/en/natural_science/cs/pages/news/ff.aspx |website=Ben-Gurion University Dept. of Computer Science |accessdateaccess-date=24 September 2020}}</ref>
 
==Career and research==
After her PhD, she spent a year as a [[postdoctoral researcher]] at [[Cornell University]].<ref>{{cite web|url=https://www.timesofisrael.com/genius-grants-to-israeli-computer-linguist-opera-kingpin-with-israeli-parents/|title='Genius grants' to Israeli computer linguist, opera kingpin with Israeli parents|work=Times of Israel}}</ref> She was appointed as Delta Electronics Professor of Electrical Engineering and Computer Science at [[Massachusetts Institute of Technology|MIT]] in 2016.<ref>{{Cite news|url=https://news.mit.edu/2016/barzilay-named-delta-electronics-professor-0523|title=Regina Barzilay named Delta Electronics Professor|work=MIT News|access-date=2017-11-23}}</ref> She was diagnosed with breast cancer in 2014, which prompted her to conduct research in oncology.<ref>{{Cite web|url=http://www.wbur.org/radioboston/2017/10/11/mit-professor-macarthur-genius|title=MIT Professor, MacArthur Genius Fellow, Uses Computer Learning To Predict Cancer Risks|publisher=WBUR|access-date=2017-11-21}}</ref> Barzilay won the [[MacArthur Fellowship]] in 2017.<ref name="MacArthur">{{cite web|url=https://www.macfound.org/fellows/983/|title=Regina Barzilay |access-date=2017-11-21}}</ref>
 
For her doctoral dissertation at Columbia University, she led the development of Newsblaster, which recognized stories from different news sources as being about the same basic subject, and then paraphrased elements from the stories to create a summary.<ref>{{Cite newsmagazine|url=https://www.wired.com/2002/03/the-push-for-news-returns/|title=The Push for News Returns|workmagazine=WIRED|access-date=2017-11-21}}</ref>
 
In computational linguistics, Barzilay created algorithms that learned annotations from common languages (i.e. English) to analyze less understood languages.
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=== MIT Jameel Clinic ===
In 2018, Barzilay was appointed faculty lead for AI at the new [[MIT Jameel Clinic]], a research center in the field of AI health sciences, including disease detection, [[drug discovery]], and the development of [[Medical device|medical devicesdevice]]s.<ref>{{Cite web|title=Regina Barzilay, James Collins, and Phil Sharp join leadership of new effort on machine learning in health|url=https://news.mit.edu/2018/mit-barzilay-collins-sharp-lead-j-clinic-machine-learning-health-1003|access-date=2020-11-13|website=MIT News {{!}} Massachusetts Institute of Technology|date=3 October 2018 |language=en}}</ref><ref>{{Cite web|title=People|url=https://www.jclinic.mit.edu/people|access-date=2020-11-13|website=J-Clinic|language=en}}</ref> In 2020, she was part of the team -- withteam—with fellow MIT Jameel Clinic faculty lead Professor [[James Collins (bioengineer)|James J. Collins]] -- that—that announced the discovery through [[deep learning]] of [[halicin]], the first new [[antibiotic]] compound for 30 years, which kills over 35 powerful [[bacteria]], including [[Antimicrobial resistance|antimicrobial-resistant]] [[tuberculosis]], the superbug [[Clostridioides difficile (bacteria)|''C. difficile'']], and two of the [[World Health Organization]]'s top-three most deadly bacteria.<ref>{{Cite journal|lastlast1=Stokes|firstfirst1=Jonathan M.|last2=Yang|first2=Kevin|last3=Swanson|first3=Kyle|last4=Jin|first4=Wengong|last5=Cubillos-Ruiz|first5=Andres|last6=Donghia|first6=Nina M.|last7=MacNair|first7=Craig R.|last8=French|first8=Shawn|last9=Carfrae|first9=Lindsey A.|last10=Bloom-Ackermann|first10=Zohar|last11=Tran|first11=Victoria M.|date=20 February 2020|title=A Deep Learning Approach to Antibiotic Discovery|url=https://pubmed.ncbi.nlm.nih.gov/32084340/|journal=Cell|volume=180|issue=4|pages=688–702.e13|doi=10.1016/j.cell.2020.01.021|issn=1097-4172|pmid=32084340|pmc=8349178|doi-access=free}}</ref><ref>{{Cite web|title=Artificial Intelligence Yields New Antibiotic|url=https://betterworld.mit.edu/artificial-intelligence-yields-new-antibiotic/|access-date=2020-11-13|website=The MIT Campaign for a Better World|language=en}}</ref><ref>{{Cite journal|last=Marchant|first=Jo|date=2020-02-20|title=Powerful antibiotics discovered using AI|url=https://www.nature.com/articles/d41586-020-00018-3|journal=Nature|language=en|doi=10.1038/d41586-020-00018-3|pmid=33603175|s2cid=214135545}}</ref> In 2020, Collins, Barzilay and the MIT Jameel Clinic were also awarded funding through [[The Audacious Project]] to expand on the discovery of halicin in using AI to respond to the antibiotic resistance crisis through the development of new classes of antibiotics.<ref>{{Cite web|title=Jim Collins receives funding to harness AI for drug discovery|url=https://news.mit.edu/2020/jim-collins-receives-funding-harness-ai-drug-discovery-0422|access-date=2020-11-13|website=MIT News {{!}} Massachusetts Institute of Technology|date=23 April 2020 |language=en}}</ref><ref>{{Cite web|last=Plato|first=Republished by|title=짐 콜린스, 약물 발견을 위해 AI를 활용하기위한 자금 지원 {{!}}|date=22 April 2020 |url=https://zephyrnet.com/ko/%EC%A7%90-%EC%BD%9C%EB%A6%B0%EC%8A%A4-%28Jim-Collins%29%EA%B0%80-%EB%A7%88%EC%95%BD-%EB%B0%9C%EA%B2%AC%EC%9D%84-%EC%9C%84%ED%95%B4-AI%EB%A5%BC-%ED%99%9C%EC%9A%A9%ED%95%98%EA%B8%B0%EC%9C%84%ED%95%9C-%EC%9E%90%EA%B8%88%EC%9D%84-%EB%B0%9B%EB%8A%94%EB%8B%A4/|access-date=2020-11-13|language=ko}}</ref>
 
=== Awards and honours=recognition==
In 2017, Barzilay won the [[MacArthur Fellowship]], known as the "Genius Grant", for "developing machine learning methods that enable computers to process and analyze vast amounts of human language data."<ref name="MacArthur" /><ref name=":0" /> She is also a recipient of various awards including the [[National Science Foundation CAREER Awards|NSF Career Award]], the [[TR35|MIT Technology Review TR-35 Award]], [[Microsoft]] Faculty [[Fellow]]ship and several Best Paper Awards at [[North American Chapter of the Association for Computational Linguistics|NAACL]] and [[Association for Computational Linguistics|ACL]].<ref name=":0">{{Cite web|url=http://people.csail.mit.edu/regina/|title=Regina Barzilay|website=people.csail.mit.edu|access-date=2017-11-23}}</ref> Her teaching has also been recognized by MIT as she won the Jamieson Teaching Award in 2016.<ref name=":0" /> She was nominated an [[AAAI Fellow]] in 2018 by the [[Association for the Advancement of Artificial Intelligence]]. In 2020, she became the first recipient of the $1 million [[AAAI Squirrel AI Award for Artificial Intelligence for the Benefit of Humanity]].<ref name="squirrel_award">{{Cite web|url=https://news.mit.edu/2020/regina-barzilay-wins-aaai-squirrel-ai-award-artificial-intelligence-0923|title=Regina Barzilay wins $1M Association for the Advancement of Artificial Intelligence Squirrel AI award|website=news.mit.edu|access-date=2020-09-23}}</ref>
 
In 2020, she became the first recipient of the $1 million [[AAAI Squirrel AI Award for Artificial Intelligence for the Benefit of Humanity]].<ref name="squirrel_award">{{Cite web|url=https://news.mit.edu/2020/regina-barzilay-wins-aaai-squirrel-ai-award-artificial-intelligence-0923|title=Regina Barzilay wins $1M Association for the Advancement of Artificial Intelligence Squirrel AI award|website=news.mit.edu|date=23 September 2020 |access-date=2020-09-23}}</ref> In 2023, she was elected to the [[National Academy of Medicine]]<ref>{{cite news |title=National Academy of Medicine Elects 100 New Members |url=https://nam.edu/national-academy-of-medicine-elects-100-new-members-2023/ |access-date=9 October 2023 |work=National Academy of Medicine |date=9 October 2023}}</ref> and the [[National Academy of Engineering]].<ref>{{cite news |title=National Academy of Engineering Elects 106 Members and 18 International Members|url=https://www.nae.edu/289843/NAENewClass2023/ |access-date=22 March 2024 |work=National Academy of Engineering |date=7 February 2023}}</ref>
=== Awards and honours===
In 2017, Barzilay won the [[MacArthur Fellowship]], known as the "Genius Grant", for "developing machine learning methods that enable computers to process and analyze vast amounts of human language data."<ref name="MacArthur" /><ref name=":0" /> She is also a recipient of various awards including the [[National Science Foundation CAREER Awards|NSF Career Award]], the [[TR35|MIT Technology Review TR-35 Award]], [[Microsoft]] Faculty [[Fellow]]ship and several Best Paper Awards at [[North American Chapter of the Association for Computational Linguistics|NAACL]] and [[Association for Computational Linguistics|ACL]].<ref name=":0">{{Cite web|url=http://people.csail.mit.edu/regina/|title=Regina Barzilay|website=people.csail.mit.edu|access-date=2017-11-23}}</ref> Her teaching has also been recognized by MIT as she won the Jamieson Teaching Award in 2016.<ref name=":0" /> She was nominated an [[AAAI Fellow]] in 2018 by the [[Association for the Advancement of Artificial Intelligence]]. In 2020, she became the first recipient of the $1 million [[AAAI Squirrel AI Award for Artificial Intelligence for the Benefit of Humanity]].<ref name="squirrel_award">{{Cite web|url=https://news.mit.edu/2020/regina-barzilay-wins-aaai-squirrel-ai-award-artificial-intelligence-0923|title=Regina Barzilay wins $1M Association for the Advancement of Artificial Intelligence Squirrel AI award|website=news.mit.edu|access-date=2020-09-23}}</ref>
 
== References ==
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{{DEFAULTSORT:Barzilay, Regina}}
[[Category:19711970 births]]
[[Category:Living people]]
[[Category:Israeli computer scientists]]
[[Category:American computer scientists]]
[[Category:MassachusettsMIT InstituteSchool of TechnologyEngineering faculty]]
[[Category:American women computer scientists]]
[[Category:Israeli women computer scientists]]
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[[Category:21st-century American scientists]]
[[Category:American people of Israeli descent]]
[[Category:Natural language processing researchers]]
[[Category:Artificial intelligence researchers]]
[[Category:American women academics]]
[[Category:21st-century American women scientists]]
[[Category:Members of the National Academy of Medicine]]
[[Category:Israeli emigrants to the United States]]