ABBYY Compreno, space relations, NLP model, semantics, spatial categorization, semantic hierarchy


The current paper is devoted to a formal analysis of the space category and, especially, to questions bound with the presentation of space relations in a formal NLP model. The aim is to demonstrate how linguistic and cognitive problems relating to spatial categorization, definition of spatial entities, and the expression of different locative senses in natural languages can be solved in an artificial intelligence system. We offer a description of the locative groups in the ABBYY Compreno formalism – an integral NLP framework applied for machine translation, semantic search, fact extraction, and other tasks based on the semantic analysis of texts. The model is based on a universal semantic hierarchy of the thesaurus type and includes a description of all possible semantic and syntactic links every word can attach. In this work we define the set of semantic locative relations between words, suggest different tools for their syntactic presentation, give formal restrictions for the word classes that can denote spaces, and show different strategies of dealing with locative prepositions, especially as far as the problem of their machine translation is concerned.

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Anisimovich, K. V., Druzhkin, K. Y., Minlos, F. R., Petrova, M. A., Selegey, V. P. & Zuev, K. A. 2012. "Syntactic and Semantic Parser Based on ABBYY Compreno Linguistic Technologies". In Computational Linguistics and Intellectual Technologies. Papers from the Annual International Conference “Dialogue”, 11 (18). Moscow: RGGU, 91-103.

Aurnague, Michel, Hickmann, Maya & Vieu, Laure (eds.) 2007. The categorization of spatial entities in language and cognition. Amsterdam: John Benjamins.

Aurnague, Michel, Hickmann, Maya & Vieu, Laure. 2007 (a). "Introduction: Searching for the categorization of spatial entities in language and cognition". In Aurnague, Michel, Hickmann, Maya & Vieu, Laure (eds.). The categorization of spatial entities in language and cognition, 1-32. Amsterdam: John Benjamins.

Bloom P., Peterson, M. A., Nadel L. & Garrett, Merrill F. 1996. Language and space. Cambridge, Mass., MIT Press.

Bogdanov, A. V. & Leontyev, A. P. 2013. “Description of the Russian External Possessor Construction in a Natural Language Processing System”. In Computational Linguistics and Intellectual Technologies. Papers from the Annual International Conference “Dialogue”, 12 (19). Moscow: RGGU, 110-118.

Creary L. G., Gawron J. M. & Nerbonne J. 1989. “Reference to locations”. In Proceedings of ACL-89, Vancouver: University of British Columbia, 42-50.

Fillmore, Ch. 1968. “The case for case“, In Bach, Emmon & Harms, R. (eds.) Universals in linguistic theory, 1-90. New York: Holt, Rinehart and Winston.

Hickmann, M. & Robert, S. (eds.) 2006. Space in Languages: Linguistic Systems and Cognitive Categories. Amsterdam and Philadelphia: John Benjamins.

Japkowicz, N. & Wiebe, J. M. 1991. “A System for Translating Locative Prepositions from English into French”. In Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, Berkley CA. 153—160.

Jørgensen, F., Lønning, J.T. 2009. “A minimal recursion semantic analysis of locatives”. In Computational Linguistics 35, 229–270.

Jørgensen, F. 2004. The Semantic Representation of Locatives in Machine Translation. PhD Thesis.

Leontiev, A. P. & Petrova, M. A. 2014. “The Description of Locative Dependencies in a Natural Language Processing Model”. In Computational Linguistics and Intellectual Technologies: Proceedings of the International Conference “Dialog”, 13 (20). Moscow: RGGU, 318-329.

Levinson, Stephen C. & Wilkins, David P. (eds.) 2006. Grammars of space. Cambridge, Cambridge University Press.

Levinson, Stephen C. 2003. Space in language and cognition: explorations in cognitive diversity. Cambridge, Cambridge University Press.

Manicheva, E., Petrova, M., Kozlova, E. & Popova, T. 2012. “The Compreno Semantic Model as Integral Framework for Multilingual Lexical Database”, Zock, M. & Rapp, R. (eds.), Proceedings of the 3rd Workshop on Cognitive Aspects of the Lexicon (CogALex-III), COLING. Mumbai: The COLING 2012 Organizing Committee, 215-229.

Mel’čuk, I. A. 2012. Jazyk: ot smysla k tekstu. Moscow: Jazyki slavjanskoj kul‘tury.

Oliver. P., Gapp, K.P. (eds.) 1998. Representation and Processing Of Spatial Expressions. Mahwah, NJ: Laurence Elbraum Associates Inc.

Petrova, M. A. 2014. “The Compreno Semantic Model: The Universality Problem”, International Journal of Lexicography 27(2):105-129.

Pike, K. 1957. “Grammemic Theory”, General Linguistics 2(2):35-41.

Plungian, V. A. 2000. General morphology. Introduction to the problems. Moscow: Editorial URSS.

Shay, Erin & Seibert, Uwe. 2003. Motion, direction and location in languages. Amsterdam and Philadelphia, John Benjamins.

Svorou, S. 1994. The grammar of space. Amsterdam and Philadelphia: John Benjamins.

Tesnière, L. 1976. Éleménts de syntaxe structurale, 2nd edition. Paris: Klincksieck.

Trujillo I. A. 1995. Lexicalist Machine Translation of Spatial Prepositions, PhD Thesis.

Van der Zee, Emile & Slack, Jon (eds.) 2003. Representing direction in language and space. New York, Oxford University Press.