Faculty members work together on joint projects of shared interests; students have opportunities to perform their own research in conjunction with these projects. The Department of Linguistics and the Department of Computer and Information Science are involved in various aspects of Computational linguistics. University of Pennsylvania belongs in the top 20 in computer science. University of Pennsylvania benefits from its closeness to the Linguistic Data Consortium, an open consortium of universities, libraries, corporations and government research laboratories.
Faculty members and students work together on current research subjects at the Institute for Research in Cognitive Science, which fosters the development of science of the human mind via the interaction of researchers from the disciplines of linguistics, mathematical logic, psychology, philosophy, neuroscience and computer science. Aravind Joshi , the Henry Salvatori Professor Emeritus of Computer and Cognitive Science in the Department of Computer and Information Science, focuses his research on problems which overlap computer science and linguistics.
Joshi is part of the Emeritus Faculty.
Much of his research is classified under formal linguistics, natural language processing, artificial intelligence or cognitive science. Joshi invented tree adjoining grammar TAG. Joshi is an elected Fellow of the Association for Computing Machinery. His research interests include statistical natural language processing, human-robot communication as well as cognitively plausible models for automatic acquisition of linguistic Structure.
Marcus created the first computationally tractable parser which reflects the findings of syntactic theory. Marcus also helped create the first hand-parsed corpus, the English Penn Treebank, which had a significant on the computational linguistics field. Mark Liberman , the Christopher H.
Chris Callison-Burch , Assistant Professor in the Computer and Information Sciences Department, is involved with natural language processing, machine translation, computational linguistics, crowdsourcing, and computational semantics. Ani Nenkova , is an Associate Professor of Computer and Information Science, her main research areas are computational linguistics and artificial intelligence, with an emphasis on creating computational methods for analysis of text quality and style, discourse, affect recognition and summarization.
Ithaca, New York. The Computational Linguistics Lab, a research and educational lab in the Department of Linguistics and the Faculty of Computing and Information, is part of the Natural Language Processing Group which includes faculty members and students in computer science, information science and psychology. Methodologies used in the lab focus on statistical parsing of large data samples, including grammar development, parameter estimation as well as acquisition of lexical information from corpora.
Cornel University belongs in the top 10 in computer science. Her goal is creating algorithms and systems which substantially improve a person's ability to find, absorb, and extract information from on-line text. She is an ACL Fellow for foundational contributions to co-reference resolution, information and opinion extraction, and to machine learning methods in natural language processing.
John Hale , Associate Professor Department of Linguistics, focuses his research in computational linguistics. Hale has an interest in explaining the unique language-using abilities of the mind in terms of specific algorithms, computer architectures and data structures.
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Mats Rooth , Professor, Director of Computational Linguistics Lab, performs research in computational linguistics and natural language semantics. He has also worked on finite state models of phonology and phonetics. Lilian Lee , Professor Department of Computer Science Department of Information Science, has an interest in the connections between natural language processing and social interaction. She has received credit for creating sentiment analysis. She is frequently found in trade press. Yoav Artzi , Assistant Professor in the Department of Computer Science and Cornell Tech at Cornell University, has research interests at the intersection of natural language processing, machine learning and formal semantics.
Artzi is especially interested in situated natural language understanding. Seattle, Washington. The Department of linguistics major interests include grammatical theory syntax, phonology, and semantics. Faculty members specialize in computational linguistics, phonetics, sociolinguistics, as well as second language acquisition theory.
The department has an interest in building computational tools for the documentation of underdescribed languages, grammar engineering and natural language processing in general. University of Washington belongs in the top 10 in computer science.
Mathematical Linguistics (Advanced Information and Knowledge Processing) - PDF Free Download
The Department of Linguistics also has a joint symposium series in computational linguistics with Microsoft. The program combines the science of linguistics with the engineering of natural language processing. The program has faculty members and instructors recognized as leaders in the field. Guest instructors, usually industry professionals, teach some of the classes.
The Department of Linguistics provides a Ph. Emily Bender , a professor in the Department of Linguistics, and an Adjunct Professor in the Department of Computer Science and Engineering has research interests in multilingual grammar engineering, the study of variation, both within and across languages, and deep linguistic processing.
Los Angeles, California. University of Southern California has one of the largest computational linguistics and natural language processing communities in the United States. Research areas include dialogue, information extraction, machine translation, speech processing, and understanding. The group is involved in projects related to statistical machine translation, ontologies, summarization, question answering, natural language generation and information retrieval. Kevin Knight , Professor in the Department of Computer Science, Director of the Natural Language Technologies and Fellow, Information Science Institute, has research interests in artificial intelligence, natural language processing, machine translation, machine learning, automata theory, and decipherment.
Knight is an ACL Fellow for significant contributions to statistical machine translation, automata for natural language processing as well as decipherment of historical manuscripts. Marcu has research interests in large-scale natural language processing, including discourse processing, education, language generation, machine learning, machine translation, semantics and text summarization. Marcu is an ACL Fellow for significant contributions to discourse parsing, summarization and machine translation and to kickstarting the statistical machine translation industry.
Champaign, IL. The Linguistics Department is one of the oldest and largest department of linguistics in the United States. Faculty members are involved in all major areas of linguistic research including computational linguistics. The university belongs in the top five in computer science.
Roth focuses his research on the computational foundations of intelligent behavior. His work centers on the study of machine learning and inference methods to facilitate natural language understanding. Roth is a Fellow of the Association of Computational Linguistics ACL for significant contributions to machine learning and inference in natural language processing. Ross has served on the editorial board of several of the major journals in his research areas and serves as a senior program committee member and area chair in major conferences in his research areas.
Richard Sproat , Adjunct Professor in the Linguistics Department is an ACL Fellow for significant contributions to computational morphology, text-to-speech synthesis, text normalization, Chinese language processing as well as computational approaches to writing systems.
Mathematical Linguistics (Advanced Information and Knowledge Processing)
Berkeley, California. The Berkeley Natural Language Processing Group, part of the UC Berkeley Computer Science division, combines computer science, statistics and linguistics to create systems which cope with the richness and subtlety of the human language. The group works in the areas of linguistic analysis, machine translation, computational linguistics, grounded semantics and unsupervised learning.
University of California, Berkeley is tied for 1 for computer science. Daniel Klein Professor in the Computer Science Division has research interests in artificial intelligence, natural language processing, computational linguistics, and machine learning. He researches the automatic organization of natural language information. David Bamman Assistant Professor, School of Information, is involved with applying natural language processing and machine learning to empirical questions in the humanities and social sciences.
Cambridge, Massachusetts. MIT graduates have taken positions in many of the leading linguistics departments in the world. The MIT Linguistics program interfaces with speech science and technology, computer science and artificial intelligence. MIT is tied for 1 for computer science. Berwick and his group investigate computation and cognition, including, language processing, computational models of language processing, and language change within the context of machine learning, modern grammatical theory as well as mathematical models of dynamical systems.
Boulder, Colorado. The university's Center for Computational Language and Education Research is involved in advancing human language technology and applying it to personalized learning for broad and diverse populations with varying language backgrounds and cognitive profiles. Graduate students can specialize in computational linguistics. He has research interests in how languages convey meaning to humans and computers, including how humans and computers process metaphors and other types of non-literal language. She is an ACL Fellow for significant contributions to computational semantics and the development of semantic corpora.
College Park, Maryland. Researchers at the University of Maryland have particular interests in using models to investigate problems in psycholinguistics, phonetics and phonology and language acquisition. Members of the Department of Linguistics work with members of the Computational Linguistics and Information Processing Laboratory to make advancements in areas including automatic summarization, machine translation, question answering, information retrieval and computational social science.
University of Maryland belongs in the top 20 in computer science. The University of Maryland has one of the largest and most integrated language science research communities in the United States. The University of Maryland offers a Ph. Resnick performs research in computational linguistics with interests in the application of natural language processing techniques to practical problems including machine translation and sentiment analysis as well as in the modeling of human linguistic processes.
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Naomi Feldman , an assistant professor in the Department of Linguistics and the Institute for Advanced Computer Studies, specializes in computational psycholinguistics, language acquisition and phonology. Austin, Texas. The computer science and linguistics departments perform a variety of research in computational linguistics. The University of Texas at Austin belongs in the top 10 in computer science. Students interested in computational linguistics can obtain their graduate degree from the Linguistics department or the Computer Science department.
Mooney has a focus on natural language processing and computational linguistics. Mooney is a Fellow of the Association for Computational Linguistics for significant contributions to machine learning for semantic parsing, language generation as well as and multimodal integration. Mooney is also a Fellow of the Association for Computing Machinery. Katrin Erk , an Associate Professor in the Linguistics Department, has research interests in computational linguistics with a focus on semantics.
She is interested in graded, flexible representations of word meaning which do not require a dictionary. Jason Baldgridge , an Associate Professor in the Department of Linguistics, teaches and researches on theoretical and applied aspects of computational linguistics. His core research interests include formal and computational syntax, machine learning for natural language processing, and geotemporal grounding of natural language. Columbus, Ohio. Students interested in Computational Linguistics and Language Technology can make either Linguistics or Computer Science their home department.
Students have opportunities to work on research projects with faculty members from other departments through independent study projects, classes or through combining faculty members from several departments for the thesis committee. The computational linguistics group works on subjects including natural language generation , computational psycholinguistics, spoken dialogue systems, incremental parsing and interpretation, lexical and phonetic acquisition, discourse structure, computational pragmatics, and speech synthesis.
Michael White , Associate Professor in Department of Linguistics has research interests in natural language generation, paraphrasing and spoken language dialogue systems, grammar induction, monolingual word alignment and answer matching in dialogue. Her research focuses on developing computational linguistics methods which show what language conveys beyond the literal meaning of words. She is a member of the Computational Linguistics and Language Technology lab.
Rochester, New York. The Center for Language Sciences, an interdisciplinary center, supports research and training in natural language.
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The faculty members have combined expertise in formal, behavioral, computational and imaging approaches to understanding the structure, processing, production, and acquisition of natural language. Faculty members, postdoctoral fellows, and graduate students focus on various aspects of natural language structure and processing, and computational algorithms to describe these structures and to implement these processing mechanisms. The Center for Language Sciences includes research in computational linguistics areas such as dialogue systems, data mining and automatic translation.
The Department of Linguistics is also involved in an interdepartmental Ph. D program which includes the Center for Language Sciences. Students can pursue a Ph. Linguistics graduate programs are part of the interdisciplinary community of the Center for Language Sciences. James Allen , Professor of Computer Science, is a leading researcher in the field of discourse and dialog. Allan has received recognition for his contributions to temporal logic, especially Allen's Interval Algebra.
His research involves defining computational models of intelligent collaborative and conversational agents which can effectively interact with humans in a broad range of problem solving and analysis tasks. Allen is a Fellow of the American Association for Artificial Intelligence and served as editor-in-chief of the journal Computational Linguistics. Allen is the author of the book Natural Language Understanding.
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Mathematical Linguistics (Advanced Information and Knowledge Processing)
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