Best Computational

John Jumper is an American computational scientist and chemist at Google DeepMind who served as the lead researcher for the development of AlphaFold2. This artificial intelligence system achieved a major breakthrough in biology by accurately predicting three-dimensional protein structures from their...

Christopher D. Manning is an Australian-American computational linguist at Stanford University, where he holds a joint appointment in computer science and linguistics. His research has produced widely used resources in natural language processing, including the Stanford CoreNLP toolkit, the Stanford...

Sverre Aarseth was a Norwegian-born astronomer based at the University of Cambridge who specialized in stellar dynamics. He was a foundational figure in computational astrophysics, recognized for developing a series of highly influential N-body simulation codes used to model the gravitational intera...

Yuri Apresyan was a prominent 20th-century Russian lexicographer specializing in lexical semantics and theoretical linguistics. He spearheaded the New Explanatory Dictionary of Russian Synonyms, a significant project documenting evolving word usage. His work is particularly relevant for scholars res...

Dan Jurafsky is a professor of linguistics and computer science at Stanford University, known for his research in computational linguistics, natural language processing, and psycholinguistics. He co-authored Speech and Language Processing, a widely used textbook in NLP, with James H. Martin. His res...

Karen Spärck Jones (1935–2007) was a British computer scientist and linguist at the University of Cambridge. In a 1972 paper she proposed the term weighting formula now known as inverse document frequency (IDF), which remains a core component of information retrieval and text mining. She worked on n...

Aravind Joshi was an Indian-American computational linguist who served as a professor at the University of Pennsylvania. He is best known for inventing Tree-Adjoining Grammar (TAG), a formalism that significantly influenced the study of natural language syntax and computational parsing. His research...

Martin Karplus is a chemist recognized for creating sophisticated computational models of molecules and chemical reactions. His research focuses on multiscale modeling, allowing scientists to investigate complex phenomena like protein folding with greater accuracy. These tools are particularly valua...

Junichiro Makino is a Japanese astrophysicist and professor at the University of Tokyo, recognized for his contributions to computational astrophysics and stellar dynamics. He led the development of the GRAPE (Gravity Pipe) series of special-purpose computers, which used custom hardware to accelerat...

Michael Levitt is a prominent biophysical chemist recognized for his groundbreaking work in computational modeling of biomolecules. He developed and refined molecular dynamics simulations, allowing scientists to investigate protein folding, enzyme function, and other complex biochemical processes wi...

Martin Kay is a British-born computational linguist recognized for his foundational contributions to natural language processing and machine translation. He held prominent research positions at the RAND Corporation, Xerox PARC, and Stanford University, significantly advancing the study of computatio...

Arieh Warshel is a prominent physical chemist specializing in computational modeling of biomolecular systems. His work focuses on simulating enzyme catalysis processes with remarkable accuracy. This research has significantly advanced our understanding of biochemical reactions at the molecular level...

Hinrich Schütze is a German computational linguist who has worked at the University of Stuttgart and Ludwig Maximilian University of Munich. He is known for foundational contributions to distributional semantics, which models word meaning based on patterns of co-occurrence in large text corpora. He...

Mark Steedman is a British computational linguist and cognitive scientist, long associated with the University of Edinburgh. He is best known as the principal developer of Combinatory Categorial Grammar (CCG), a grammar formalism that combines a tightly constrained set of combinatory rules with a le...

Lauri Karttunen is a Finnish computational linguist recognized for his foundational contributions to natural language processing, particularly in finite-state morphology and semantics. During his tenure at Xerox PARC, he helped develop efficient algorithms for text parsing and spell checking. His ac...

Brian MacWhinney is an American psycholinguist and professor of psychology at Carnegie Mellon University. He is known for developing the Competition Model of language acquisition and processing, and for co-founding the CHILDES (Child Language Data Exchange System) database, which is widely used in c...

Fernando Pereira is a Portuguese-American computational linguist and researcher who has significantly influenced the field of natural language processing. He is recognized for his foundational work in statistical NLP, weighted finite-state methods, and probabilistic modeling. Since 2006, he has serv...

Ronald M. Kaplan is an American computational linguist whose research has addressed grammatical theory, language processing, and computational models of syntax. With Joan Bresnan, he developed Lexical Functional Grammar, a framework that represents grammatical functions separately from constituent s...

Bernard Quemada was a French lexicographer instrumental in the creation of the *Trezor de la langue française*. His work directing volumes VIII through XVI of this monumental dictionary from 1977 to 1994 significantly advanced the study and understanding of the French language. He is primarily relev...

Joakim Nivre is a Swedish computational linguist whose research focuses on syntactic analysis, especially data-driven dependency parsing. He developed influential transition-based methods for constructing dependency structures and is a founder of Universal Dependencies, an international project that...

Martha Palmer is an American computational linguist and a professor at the University of Colorado Boulder, where she has conducted research in natural language processing. She is best known for her work in semantic role labeling, specifically her role in developing large-scale linguistic resources s...

Piet Hut is a Dutch astrophysicist at the Institute for Advanced Study, Princeton, known for his work on stellar dynamics and N-body simulations.

Kimmo Koskenniemi is a Finnish linguist known for two-level morphology, introduced in 1983 and influential in computational morphology.

Ben Moore is a computational astrophysicist at the University of Zurich known for his research on dark matter halo profiles and structure formation simulations.

Emily M. Bender is an American computational linguist at the University of Washington, known for work on grammar engineering and NLP ethics.

Christiane Fellbaum is a prominent lexicographer specializing in English language resources. She is best known as a co-creator of WordNet, a large lexical database that represents relationships between words. Her work significantly advanced computational linguistics and provides a valuable tool for...

Yehoshua Bar-Hillel was an Israeli linguist and logician, a machine translation pioneer who organized a major MT conference in 1952.

Julia Hirschberg is an American computer scientist and linguist at Columbia, known for speech prosody and spoken dialogue systems.

Gerald Gazdar is a British linguist associated with Generalized Phrase Structure Grammar, whose main 1985 monograph he coauthored with Klein, Pullum, and Sag.