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Natural language processing: a prolog perspective

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Abstract

Natural language processing (NLP) is a vibrant field of interdisciplinary Computer Science research. Ultimately, NLP seeks to build intelligence into software so that software will be able to process a natural language as skillfully and artfully as humans. Prolog, a general purpose logic programming language, has been used extensively to develop NLP applications or components thereof. This report is concerned with introducing the interested reader to the broad field of NLP with respect to NLP applications that are built in Prolog or from Prolog components.

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References

  • Abou-Assaleh T, Cercone N, Kešelj V (2003) Expressing probabilistic context-free grammars in the relaxed unification formalism. In: Conference Pacific association for computational linguistics, PACLING’03, Halifax, Nova Scotia, Canada, August 2003. Dalhousie University, pp 29–36

  • Alexin Z, Csirik J, Gyimóthy T, Jelasity M, Tóth L (1997) Learning phonetic rules in a speech recognition system. In: Inductive logic programming, vol 1297. Springer-Verlag, Berlin, Heidelberg, pp 35–44

  • Barták R (1998) Guide to prolog programming. http://ktiml.mff.cuni.cz/~bartak/prolog/implementations.html; last visited 26.09.2009

  • Baral C, Dzifcak J, Tari L (2007) Towards overcoming the knowledge acquisition bottleneck in answer set prolog applications: embracing natural language inputs. In: Logic programming, vol 4670. Springer-Verlag, Berlin, Heidelberg, pp 1–21

  • Bratko I (2000) Prolog programming for artifical intelligence. International computer science series. 3. Addison-Wesley Longman, Amsterdam

    Google Scholar 

  • Christiansen H (2002) Logical grammars based on constraint handling rules. In: 18th international conference on logic programming. Springer-Verlag, p 481

  • Clough P, Stevenson M (2004) Cross-language information retrieval using eurowordnet and word sense disambiguation. In: Advances in information retrieval, vol 2997. Springer-Verlag, Berlin, Heidelberg, pp 327–337

  • Convington MA (2003) Et: an efficient tokenizer in iso prolog. Technical report, The University of Georgia, February

  • Convington MA (2003) A free-word-order dependency parser in prolog. Technical report, The University of Georgia

  • Cook JJ (2004) P#: a concurrent prolog for the .net framework. Softw: Pract Exp 34(9): 815–845

    Article  Google Scholar 

  • Dias-da-Silva BC, de Oliveira MF, de Moraes HR (2002) Groundwork for the development of the brazilian portuguese wordnet. In: Advances in natural language processing, vol 2389. Springer-Verlag, Berlin, Heidelberg, pp 179–192

  • Fodor P, Lally A, Ferrucci D (2008) The prolog interface to the unstructured information management architecture. CoRR, abs/0809.0680

  • Grune D, Jacobs CJH (2008) Parsing techniques a practical guide, monographs in computer science. 2. Springer Science + Business Media LLC, New York

    Google Scholar 

  • Hettige B, Karunananda AS (2007) Developing lexicon databases for english to sinhala machine translation. Industrial and Information Systems, 2007. ICIIS 2007. International Conference on 9(11):215–220

  • Hodroj AM (2006) Prolog. NET manual. http://prolog.hodroj.net/index.html

  • Hu C (2003) Text statistics tool box for natural language processing. Technical report, The University of Georgia, May

  • Jurafsky D, Martin JH (2008) Speech and language processing, prentice hall series in artificial intelligence. 2. Prentice Hall, NJ

    Google Scholar 

  • Kadous MW, Sammut C (2004) Inca: a mobile conversational agent. In: PRICAI 2004: trends in artificial intelligence. Springer-Verlag Berlin, Heidelberg, pp 644–653

  • Kiraz GA (2000) Multitiered nonlinear morphology using multitape finite automata: a case study on syriac and arabic. Comput Linguist 26(1): 77–105

    Article  Google Scholar 

  • Kiraz GA, Grimley-Evans E (1998) Multi-tape automata for speech and language systems: a prolog implementation. In: Automata implementation, vol 1436. Springer-Verlag, Berlin, Heidelberg, pp 87–103

  • Liang CC (2002) Compiler construction in higher order logic programming. In: Practical aspects of declarative languages, vol 2257. Springer-Verlag, Berlin, Heidelberg, pp 47–63

  • Majumdar A, Sowa J, Stewart J (2008) Pursuing the goal of language understanding. In: ICCS ’08: Proceedings of the 16th international conference on conceptual structures. Springer-Verlag, Berlin, Heidelberg, pp 21–42

  • Manning CD, Schütze H (1999) Foundations of statistical natural language processing. The MIT Press, Cambridge, MA

    MATH  Google Scholar 

  • McClain JT (2003) Swi-speech: an interface between swi-prolog and microsoft sapi. Technical report, The University of Georgia, May

  • McConnell S (2004) Code complete: a practical handbook of software construction. 2. Microsoft Press Corp., USA

    Google Scholar 

  • Minock M, Peter Olofsson P, Näslund A (2008) Towards building robust natural language interfaces to databases. In: Natural language and information systems, vol 5039. Springer-Verlag, Berlin, Heidelberg, pp 187–198

  • Nakache D, Metais E, Timsit JF (2005) Evaluation and nlp. vol 3588. Springer-Verlag, Berlin, Heidelberg, pp 626–632

  • Nugues PM (2006) An introduction to language processing with Perl and Prolog: an outline of theories, implementation, and application with special consideration of English, French, and German cognitive technologies. 1. Springer-Verlag, New York

    MATH  Google Scholar 

  • Obrst L, Jha KN (1997) Nlp and industry: transfer and reuse of technologies. In: Workshop On from research to commercial applications: making NLP work in practice, pp 57–64

  • Pang B, Lee L (2008) Opinion mining and sentiment analysis. 2. Now Publishers Inc, Hanover, MA, USA

    Google Scholar 

  • Pereira FCN, Shieber SM (1987) Prolog and natural-language analysis—digital edition cognitive technologies. Microtome Publishing, Brookline, Massachusetts, July

    Google Scholar 

  • Peter Lodewijk Van Roy (1991) Can logic programming execute as fast as imperative programming? PhD thesis, University of California at Berkeley, Computer Science Division

  • Princeton University. Wordnet a lexical database for the english language. http://wordnet.princeton.edu; last visited 02.03.2009

  • Quintano L, Rodrigues I (2006) Using a logic programming framework to control database query dialogues in natural language. In: Logic programming, vol 4079. Springer-Verlag, Berlin, Heidelberg, pp 406–420

  • Russell S, Norvig P (2003) Artificial intelligence—a modern approach Prentice Hall Series in artificial intelligence. 2. Prentice Hall International, NJ

    Google Scholar 

  • Schlachter JG (2003) Pronto morph: morphological analysis tool for use with pronto (prolog natural language toolkit). Technical report, The University of Georgia, May

  • Schneider G (2003) Learning to disambiguate syntactic relations. Linguist online 17: 117–136

    Google Scholar 

  • Schrijvers T, Serebrenik A (2004) Improving prolog programs: Refactoring for prolog. In: Logic programming, vol 3132. Springer-Verlag, Berlin, Heidelberg, pp 58–72

  • Tascini G, Montesanto A, Palombo R, Puliti P (2001) Behind the image sequence: The semantics of moving shapes. In: Visual form 2001, vol 2059. Springer-Verlag, Berlin, Heidelberg, pp 619–629

  • Thurston A (2007) Generalized parsing techniques for computer languages. Technical report, School of Computing, Queen’s University, April

  • Truszczyński M (2007) Logic programming for knowledge representation. In: Logic programming, vol 4670. Springer-Verlag, Berlin, Heidelberg, pp 76–88

  • Voss M (2004) Improving upon earley’s parsing algorithm in prolog. Technical report, The University of Georgia, May

  • Witzig S (2003) Accessing wordnet from prolog. Technical report, The University of Georgia, May

  • Xiao-xi H, Chang-le Z (2007) An owl-based wordnet lexical ontology. In: Journal of Zhejiang University—Science A, vol 8. Zhejiang University Press, co-published with Springer-Verlag GmbH, pp 864–870, May

  • Zadeh LA (1965) Fuzzy sets. Inf Control 8(3): 338–353

    Article  MATH  MathSciNet  Google Scholar 

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Correspondence to David A. Elizondo.

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Bitter, C., Elizondo, D.A. & Yang, Y. Natural language processing: a prolog perspective. Artif Intell Rev 33, 151–173 (2010). https://doi.org/10.1007/s10462-009-9151-4

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