Sergei Nirenburg

Professor & Department Head

About

Sergei Nirenburg has worked in the areas of cognitive science, artificial intelligence and natural language processing (NLP) for over 40 years, leading R&D teams of up to 80. His professional interests include developing computational models of human cognitive capabilities and implementing them in hybrid-engine models of societies of human and computer agents; continued development of the theory of ontological semantics; and acquisition and management of knowledge about the world and about language. R&D teams under his leadership have implemented a variety of application systems for cognitive modeling, intelligent tutoring and a variety of NLP tasks (machine translation, question answering, text summarization, information extraction, computational field linguistics, knowledge elicitation and learning).

Dr. Nirenburg has written two and edited five books and published over 190 scholarly articles in journals and peer-reviewed conference proceedings. He is Member of the International Committee on Computational Linguistics and Honorary Editor of Machine Translation, the archival scholarly journal, which he served as Editor-in-Chief in 1987-96. He has been Program Committee Chair for Machine Translation Summit III (Washington, DC, 1991), the Conference on Applied NLP sponsored by the Association for Computational Linguistics (Seattle, WA, 2000) and COLING 2004 in Geneva, Switzerland. He served as a director of two NATO-sponsored Advanced Studies Institutes on Language Engineering for Lesser-Studied Languages (Ankara, Turkey, 2000 and Batumi, Georgia, 2007). Between 1985-2007 he founded and served as Permanent Steering Committee Chair of a series of 11 international conferences on Theoretical and Methodological Issues in Machine Translation of Natural Languages (TMIs).

Current projects center on development of the OntoAgent cognitive architecture environment for modeling artificial intelligent agents and application systems based on it. OntoAgent-based systems integrate such diverse capabilities as simulation of human physiology, decision making, language understanding and text synthesis, belief maintenance and ascription, “mindreading” and learning – all of the above relying on a variety of extensive and deep-coverage knowledge resources, such as a detailed ontological world model, a deep-semantic lexicon, etc. Applications of OntoAgent are in the domains of clinical medicine (a tutoring environment for medical personnel with OntoAgents playing the roles of a virtual patient and a tutor and CLAD, a clinician’s advisor environment); cognitive robotics, forensics-oriented applications, integrated interpretation of perception inputs (e.g., vision and language) as well as learning based on stored knowledge and language understanding and generation.

Dr. Nirenburg is also working in the field of computational descriptive linguistics. In this area, he is developing human-computer interactive systems for guided acquisition of knowledge about so-called “lesser-studied (natural) languages” and systems for text simplification that will, for example, allow non-experts to understand the gist of texts written by specialists for specialists.

Education & Training

PhD 1980, The Hebrew University of Jerusalem, Israel

Other affililations: Computer Science

Publications

The following is a selection of recent publications in Scopus. Sergei Nirenburg has 93 indexed publications in the subjects of Computer Science, Engineering, and Social Sciences.

Sergei Nirenburg, Marjorie McShane, Jesse English
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
, 12801 LNCS
, 2021
, pp.24-29
.
Marjorie McShane, Selmer Bringsjord, James Hendler, Sergei Nirenburg, Ron Sun
Topics in Cognitive Science
, 11
, 2019
, pp.914-917
.
Marjorie McShane, Sergei Nirenburg
Applied Ontology
, 14
, 2019
, pp.415-449
.
Sergei Nirenburg, Marjorie McShane, Stephen Beale, Peter Wood, Brian Scassellati, Olivier Magnin, Alessandro Roncone
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
, 10859 LNCS
, 2018
, pp.73-82
.
Sergei Nirenburg
AI Magazine
, 38
, 2017
, pp.5-12
.
Sergei Nirenburg, Micah Clark
AI Magazine
, 38
, 2017
, pp.3-4
.
Petr Babkin, Sergei Nirenburg
ACL 2017 - 55th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Student Research Workshop
, 2017
, pp.114-119
.
Sergei Nirenburg, Marjorie McShane
AAAI Spring Symposium - Technical Report
, SS-17-01 - SS-17-08
, 2017
, pp.342-346
.
Dan Roth, Eduard Hovy, Collin Baker, Sergei Nirenburg, Marjorie McShane
Proceedings of the 4th Workshop on Events: Definition, Detection, Coreference, and Representation, EVENTS 2016 at the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL-HLT 2016
, 2016
, pp.III
.
Sergei Nirenburg, Chagit Attiya
Proceedings - International Conference on Data Engineering
, 2015-September
, 2015
, pp.446-453
.

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