EN3605
Processamento de Informação em Línguas Naturais

Recomendação

Natureza da Informação

Ementa

Introdução à Lingüística; Comunicação Homem–Máquina em Língua Natural; Análise Automática de Conteúdo; Estratégias Cognitivas de Processamento da Escrita e oralidade; Modelagem das Trocas Lingüísticas; Outros Domínios do Tratamento Automático das Línguas.

Bibliografia Básica

ALLEN, James. Natural Language Understanding. The Benjamins/Cummings Publishing Company Inc., 1994.
MANNING, Christopher D.; SCHUETZE, Heinrich. Foundations of Statistical Natural Language Processing. Cambridge: MIT Press, 1999.
BIRD, Steven; KLEIN, Ewan; LOPER, Edward. Natural Language Processing with Python, O'Reilly Media, 2009.
HAUSSER, Ronald. Foundations of Computational Linguistics: Man-machine Communication in Natural Language. Springer Verlag, 1999.

Bibliografia Complementar

JACKENDOFF, Ray. Semantics and Cognition. Cambridge, Mass.: MIT Press, 1983.
JURAFSKY, J. H. MARTIN. Speech and Language Processing: An Introduction to Natural Language Processing, Computational Linguistics, and Speech Recognition. Prentice Hall, 2008.
MEL’CUK, I. A. Dependency in Linguistic Description. Benjamin Publ. Company, 1999.
CHOMSKY, Noam. Aspects of a Theory of Syntax. Cambridge: MIT Press, 1965.
CHOMSKY, Noam. Syntactic Structures. The Hague: Mouton, 1957.
FELLBAUM, Cristiana. WordNet: an Electronic Lexical Database and some of its Applications. Cambridge, MA, MIT Press, 1999.
HOEY, Michael. Patterns of lexis in text. Oxford University Press, Oxford, UK, 1991.
KIRBY, Simon. Function Selection and Innateness: the emergence of language universals. Oxford University Press, 1999.
LAPIN, S. The Handbook of Contemporary Semantic Theory. Oxford, Blackwell, 1996.
LARSON. R; SEGAL, G. Knowledge of Meaning. Cambridge Mass, MIT Press, 1995.
MACKAY, D. Information Theory. Inference and Learning Algorithms. Cambridge: Cambridge University Press, 2003.
MANI, Inderjeet; MAYBURY, Mark T. Advances in automatic text summarization. Cambridge Mass, MIT Press, 1999.
MEL’CUK, I. A. Dependency Syntax: Theory and Practice. State University of New York Press, NY, 1988.
PHILLIPS, M. Aspects of text structure: an investigation of the lexical organization of text. Amsterdam, North Holland, 1985.
POLLARD, C.; SAG, Ivan A. Head-driven Phrase Structure grammar. CSLI Publ., Stanford. University of Chicago Press, Chicago and London, 1994.
REGIER, T. The Human Semantic Potential: Spatial Language and Constrained Connectionism. Cambridge: MIT Press, 1996.
SAG, Ivan A.; WASOW, T. Syntactic theory: Formal Introduction. CSLI Publ., Stanford University of Chicago Press, 1999.
SAUSSURE, Ferdinand de. Cours de Linguistique Génerale. Edição crítica de Tullio de Mauro, Paris, Payot, 1967.
SAUSSURE, Ferdinand de. Curso de Linguística Geral. São Paulo: Cultrix, 2000.
SELL, P. Lectures on Contemporary Syntactic Theories. CSLI Publ., Stanford, 1985.
STEELE, J. Meaning–Text Theory. Linguistics, Lexicography, and Implications. University of Ottawa Press, Ottawa, 1990.

Tipo