메뉴 건너뛰기




Volumn 28, Issue 4, 2007, Pages 275-303

How evolutionary algorithms are applied to statistical natural language processing

Author keywords

Evolutionary algorithms; Statistical natural language processing

Indexed keywords

ACTIVE AREA; DOCUMENT CLUSTERING; GRAMMAR INDUCTION; MACHINE TRANSLATIONS; PARTICULAR CONDITION; SEMANTIC ANALYSIS; STATISTICAL MODELS; STATISTICAL NATURAL LANGUAGE PROCESSING;

EID: 68549095970     PISSN: 02692821     EISSN: None     Source Type: Journal    
DOI: 10.1007/s10462-009-9104-y     Document Type: Article
Times cited : (22)

References (91)
  • 1
    • 33747859396 scopus 로고    scopus 로고
    • Natural language tagging with genetic algorithms
    • E Alba G Luque L Araujo 2006 Natural language tagging with genetic algorithms Inf Process Lett 100 5 173 182
    • (2006) Inf Process Lett , vol.100 , Issue.5 , pp. 173-182
    • Alba, E.1    Luque, G.2    Araujo, L.3
  • 3
    • 84957676172 scopus 로고    scopus 로고
    • Part-of-speech tagging with evolutionary algorithms
    • Proceedings. of the international conference on intelligent text processing and computational linguistics (CICLing-2002), Springer
    • Araujo L (2002) Part-of-speech tagging with evolutionary algorithms. In: Proceedings. of the international conference on intelligent text processing and computational linguistics (CICLing-2002), Lecture Notes in Computer Science 2276, Springer, pp 230-239
    • (2002) Lecture Notes in Computer Science , vol.2276 , pp. 230-239
    • Araujo, L.1
  • 4
    • 35048837667 scopus 로고    scopus 로고
    • Genetic programming for natural language parsing
    • Proceedings of the European conference on genetic programming (EuroGP2004), Springer
    • Araujo L (2004a) Genetic programming for natural language parsing. In: Proceedings of the European conference on genetic programming (EuroGP2004), Lecture Notes in Computer Science 3003, Springer, pp 230-239
    • (2004) Lecture Notes in Computer Science , vol.3003 , pp. 230-239
    • Araujo, L.1
  • 5
    • 35048869224 scopus 로고    scopus 로고
    • A probabilistic chart parser implemented with an evolutionary algorithm
    • Araujo L (2004b) A probabilistic chart parser implemented with an evolutionary algorithm. In: CICLing, pp 81-92
    • (2004) CICLing , pp. 81-92
    • Araujo, L.1
  • 6
    • 1542273615 scopus 로고    scopus 로고
    • Symbiosis of evolutionary techniques and statistical natural language processing
    • L Araujo 2004 Symbiosis of evolutionary techniques and statistical natural language processing IEEE Trans Evol Comput 8 1 14 27
    • (2004) IEEE Trans Evol Comput , vol.8 , Issue.1 , pp. 14-27
    • Araujo, L.1
  • 7
    • 33747829666 scopus 로고    scopus 로고
    • Metaheuristics for natural language tagging
    • Araujo L, Luque G, Alba E (2004) Metaheuristics for natural language tagging. In: GECCO (1), pp 889-900
    • (2004) GECCO , Issue.1 , pp. 889-900
    • Araujo, L.1    Luque, G.2    Alba, E.3
  • 8
    • 84867919822 scopus 로고
    • Transformation-based Error-driven Learning and Natural Language Processing: A Case Study in Part-of-speech Tagging
    • E Brill 1995 Transformation-based Error-driven Learning and Natural Language Processing: A Case Study in Part-of-speech Tagging Comput Linguist 21 4 543 565
    • (1995) Comput Linguist , vol.21 , Issue.4 , pp. 543-565
    • Brill, E.1
  • 9
    • 85044611587 scopus 로고
    • The mathematic of statistical machine translation: Parameter estimation
    • Brown PF, Pietra SD, Pietra VJD, Mercer RL (1994) The mathematic of statistical machine translation: Parameter estimation. Comput Linguist 19(2):263-311, URL: citeseer.ist.psu.edu/brown93mathematics.html
    • (1994) Comput Linguist , vol.19 , Issue.2 , pp. 263-311
    • Brown, P.F.1    Pietra, S.D.2    Pietra, V.J.D.3    Mercer, R.L.4
  • 11
    • 84972893020 scopus 로고
    • A dendrite method for cluster analysis
    • T Calinski J Harabasz 1974 A dendrite method for cluster analysis Commun Stat 3 1 1 27
    • (1974) Commun Stat , vol.3 , Issue.1 , pp. 1-27
    • Calinski, T.1    Harabasz, J.2
  • 12
    • 9444279511 scopus 로고    scopus 로고
    • Document clustering into an unknown number of clusters using a genetic algorithm
    • Casillas A, de Lena MTG, Martínez R (2003) Document clustering into an unknown number of clusters using a genetic algorithm. In: TSD, pp 43-49
    • (2003) TSD , pp. 43-49
    • Casillas, A.1    De Lena, M.T.G.2    Martínez, R.3
  • 13
    • 35048890770 scopus 로고    scopus 로고
    • Sampling and feature selection in a genetic algorithm for document clustering
    • Casillas A, de Lena MTG, Martínez R (2004) Sampling and feature selection in a genetic algorithm for document clustering. In: CICLing, pp 601-612
    • (2004) CICLing , pp. 601-612
    • Casillas, A.1    De Lena, M.T.G.2    Martínez, R.3
  • 18
    • 56649103577 scopus 로고    scopus 로고
    • Grammatical inference: Algorithms and applications
    • Clark A, Coste F, Miclet L (eds) 9th International Colloquium, ICGI 2008, Saint-Malo, France, September 22-24, 2008, Proceedings Springer
    • Clark A, Coste F, Miclet L (eds) (2008) Grammatical inference: algorithms and applications, 9th International Colloquium, ICGI 2008, Saint-Malo, France, September 22-24, 2008, Proceedings, Lecture Notes in Computer Science, vol 5278, Springer
    • (2008) Lecture Notes in Computer Science , vol.5278
  • 22
    • 85007194011 scopus 로고    scopus 로고
    • Linguistically motivated large-scale nlp with c&c and boxer
    • Curran JR, Clark S, Bos J (2007) Linguistically motivated large-scale nlp with c&c and boxer. In: ACL
    • (2007) ACL
    • Curran, J.R.1    Clark, S.2    Bos, J.3
  • 23
    • 35248824273 scopus 로고    scopus 로고
    • Evolutionary computing as a tool for grammar development
    • Proceedings of GECCO 2003 Springer, Berlin
    • De Pauw G (2003a) Evolutionary computing as a tool for grammar development. In: Proceedings of GECCO 2003, LNCS 2723, Springer, Berlin, pp 549-560, http://www.cnts.ua.ac.be/Publications/2003/De03f
    • (2003) LNCS , vol.2723 , pp. 549-560
    • De Pauw, G.1
  • 24
    • 68549083797 scopus 로고    scopus 로고
    • Grael: An agent-based evolutionary computing approach for natural language grammar development
    • Acapulco, Mexico
    • De Pauw G (2003b) Grael: an agent-based evolutionary computing approach for natural language grammar development. In: Proceedings of the eighteenth international joint conference on artificial intelligence, Acapulco, Mexico, pp 823-828, http://www.cnts.ua.ac.be/Publications/2003/De03d
    • (2003) Proceedings of the Eighteenth International Joint Conference on Artificial Intelligence , pp. 823-828
    • De Pauw, G.1
  • 27
    • 33745786017 scopus 로고    scopus 로고
    • A multistrategy approach for digital text categorization from imbalanced documents
    • MD del Castillo JI Serrano 2004 A multistrategy approach for digital text categorization from imbalanced documents SIGKDD Explor 6 1 70 79
    • (2004) SIGKDD Explor , vol.6 , Issue.1 , pp. 70-79
    • Del Castillo, M.D.1    Serrano, J.I.2
  • 28
    • 68549135370 scopus 로고    scopus 로고
    • Machine translation method using inductive learning with genetic algorithms
    • Echizen-ya H, Araki K, Momouchi Y, Tochinai K (1996) Machine translation method using inductive learning with genetic algorithms. In: COLING, pp 1020-1023
    • (1996) COLING , pp. 1020-1023
    • Echizen-Ya, H.1    Araki, K.2    Momouchi, Y.3    Tochinai, K.4
  • 30
    • 0015600423 scopus 로고
    • The viterbi algorithm
    • GD Forney 1973 The viterbi algorithm Proc IEEE 61 3 268 278
    • (1973) Proc IEEE , vol.61 , Issue.3 , pp. 268-278
    • Forney, G.D.1
  • 31
    • 0022721045 scopus 로고
    • Grammatical inference: Introduction and survey-part i
    • KS Fu TL Booth 1986 Grammatical inference: introduction and survey-part i IEEE Trans Pattern Anal Mach Intell 8 3 343 359
    • (1986) IEEE Trans Pattern Anal Mach Intell , vol.8 , Issue.3 , pp. 343-359
    • Fu, K.S.1    Booth, T.L.2
  • 32
    • 0022720221 scopus 로고
    • Grammatical inference: Introduction and survey-part ii
    • KS Fu TL Booth 1986 Grammatical inference: introduction and survey-part ii IEEE Trans Pattern Anal Mach Intell 8 3 360 375
    • (1986) IEEE Trans Pattern Anal Mach Intell , vol.8 , Issue.3 , pp. 360-375
    • Fu, K.S.1    Booth, T.L.2
  • 33
    • 25144472940 scopus 로고    scopus 로고
    • Evolutionary approach to natural language word sense disambiguation through global coherence optimization
    • A Gelbukh G Sidorov SY Han 2003 Evolutionary approach to natural language word sense disambiguation through global coherence optimization WSEAS Trans Commun 2 1 11 19
    • (2003) WSEAS Trans Commun , vol.2 , Issue.1 , pp. 11-19
    • Gelbukh, A.1    Sidorov, G.2    Han, S.Y.3
  • 34
    • 49949150022 scopus 로고
    • Language identification in the limit
    • EM Gold 1967 Language identification in the limit Inf Control 10 5 447 474
    • (1967) Inf Control , vol.10 , Issue.5 , pp. 447-474
    • Gold, E.M.1
  • 36
    • 84888635474 scopus 로고
    • Centering: A framework for modeling the local coherence of discourse
    • BJ Grosz S Weinstein AK Joshi 1995 Centering: a framework for modeling the local coherence of discourse Comput Linguist 21 2 203 225
    • (1995) Comput Linguist , vol.21 , Issue.2 , pp. 203-225
    • Grosz, B.J.1    Weinstein, S.2    Joshi, A.K.3
  • 42
    • 19944423642 scopus 로고    scopus 로고
    • Stochastic context-free grammar induction with a genetic algorithm using local search
    • Kammeyer TE, Belew RK (1996) Stochastic context-free grammar induction with a genetic algorithm using local search. In: FOGA, pp 409-436
    • (1996) FOGA , pp. 409-436
    • Kammeyer, T.E.1    Belew, R.K.2
  • 47
    • 19844378930 scopus 로고    scopus 로고
    • Evolutionary induction of stochastic context free grammars
    • B Keller R Lutz 2005 Evolutionary induction of stochastic context free grammars Pattern Recognition 38 9 1393 1406
    • (2005) Pattern Recognition , vol.38 , Issue.9 , pp. 1393-1406
    • Keller, B.1    Lutz, R.2
  • 48
    • 26944431845 scopus 로고    scopus 로고
    • User adaptive answers generation for conversational agent using genetic programming
    • Proceedings of intelligent data engineering and automated learning (IDEAL-04)
    • Kim KM, Lim SS, Cho SB (2004) User adaptive answers generation for conversational agent using genetic programming. In: Proceedings of intelligent data engineering and automated learning (IDEAL-04), LNCS 3177, pp 813-819
    • (2004) LNCS , vol.3177 , pp. 813-819
    • Kim, K.M.1    Lim, S.S.2    Cho, S.B.3
  • 57
    • 85050285247 scopus 로고
    • Automatic sense disambiguation using machine readable dictionaries: How to tell a pine cone from an ice cream cone
    • ACM Press, New York
    • Lesk M (1986) Automatic sense disambiguation using machine readable dictionaries: how to tell a pine cone from an ice cream cone. In: SIGDOC '86: proceedings of the 5th annual international conference on Systems documentation, ACM Press, New York, pp 24-26, http://doi.acm.org/10.1145/318723.318728
    • (1986) SIGDOC '86: Proceedings of the 5th Annual International Conference on Systems Documentation , pp. 24-26
    • Lesk, M.1
  • 58
    • 49449119085 scopus 로고    scopus 로고
    • Statistical machine translation
    • Lopez A (2008) Statistical machine translation. ACM Comput Surv 40(3):1-49, http://doi.acm.org/10.1145/1380584.1380586
    • (2008) ACM Comput Surv , vol.40 , Issue.3 , pp. 1-49
    • Lopez, A.1
  • 59
    • 0004681303 scopus 로고
    • Determining information retrieval and filtering performance without experimentation
    • RM Losee 1995 Determining information retrieval and filtering performance without experimentation Inf Process Manag 31 4 555 572
    • (1995) Inf Process Manag , vol.31 , Issue.4 , pp. 555-572
    • Losee, R.M.1
  • 60
    • 0004715433 scopus 로고    scopus 로고
    • Learning syntactic rules and tags with genetic algorithms for information retrieval and filtering: An empirical basis for grammatical rules
    • Losee RM (1996) Learning syntactic rules and tags with genetic algorithms for information retrieval and filtering: an empirical basis for grammatical rules. Inf Process Manag 32(2):185-197, URL: citeseer.ist.psu.edu/ losee00learning.html
    • (1996) Inf Process Manag , vol.32 , Issue.2 , pp. 185-197
    • Losee, R.M.1
  • 66
    • 34249852033 scopus 로고
    • Building a large annotated corpus of English: The penn Treebank
    • Marcus MP, Santorini B, Marcinkiewicz MA (1994) Building a large annotated corpus of English: the penn treebank. Comput Linguist 19(2):313-330,URL: citeseer.ist.psu.edu/marcus93building.html
    • (1994) Comput Linguist , vol.19 , Issue.2 , pp. 313-330
    • Marcus, M.P.1    Santorini, B.2    Marcinkiewicz, M.A.3
  • 68
    • 33745697940 scopus 로고    scopus 로고
    • Tuning statistical machine translation parameters using perplexity
    • Nabhan AR, Rafea AA (2005) Tuning statistical machine translation parameters using perplexity. In: IRI, pp 338-343
    • (2005) IRI , pp. 338-343
    • Nabhan, A.R.1    Rafea, A.A.2
  • 69
    • 68549123634 scopus 로고    scopus 로고
    • An evolutionary approach for improving the quality of automatic summaries
    • Association for Computational Linguistics, Morristown
    • Orǎsan C (2003) An evolutionary approach for improving the quality of automatic summaries. In: Proceedings of the ACL 2003 workshop on multilingual summarization and question answering, Association for Computational Linguistics, Morristown, pp 37-45, http://dx.doi.org/10.3115/1119312.1119317
    • (2003) Proceedings of the ACL 2003 Workshop on Multilingual Summarization and Question Answering , pp. 37-45
    • Orǎsan, C.1
  • 70
    • 9444272232 scopus 로고    scopus 로고
    • Towards an efficient evolutionary decoding algorithm for statistical machine translation
    • Otto E, Rojas MCR (2004) Towards an efficient evolutionary decoding algorithm for statistical machine translation. In: MICAI, pp 438-447
    • (2004) MICAI , pp. 438-447
    • Otto, E.1    Rojas, M.C.R.2
  • 71
    • 0242479542 scopus 로고    scopus 로고
    • Grammar inference, automata induction, and language acquisition
    • Dale R, Moisle H, Somers H (eds) Marcel Dekker, New York
    • Parekh R, Honavar V (2000) Grammar inference, automata induction, and language acquisition. In: Dale R, Moisle H, Somers H (eds) Handbook of natural language processing, Marcel Dekker, New York, URL: citeseer.ist.psu.edu/ rajesh00grammar.html
    • (2000) Handbook of Natural Language Processing
    • Parekh, R.1    Honavar, V.2
  • 73
    • 32444440360 scopus 로고
    • Genetic set recombination
    • Radcliffe NJ (1992) Genetic set recombination. In: FOGA, pp 203-219
    • (1992) FOGA , pp. 203-219
    • Radcliffe, N.J.1
  • 74
    • 85120067200 scopus 로고    scopus 로고
    • A linear observed time statistical parser based on maximal entropy models
    • Cardie C Weischedel R (eds) Association for Computational Linguistics, Somerset, New Jersey
    • Ratnaparkhi A (1997) A linear observed time statistical parser based on maximal entropy models. In: Cardie C Weischedel R (eds) Proceedings of the second conference on empirical methods in natural language processing, Association for Computational Linguistics, Somerset, New Jersey, pp 1-10, URL: citeseer.ist.psu.edu/ratnaparkhi97linear.html
    • (1997) Proceedings of the Second Conference on Empirical Methods in Natural Language Processing , pp. 1-10
    • Ratnaparkhi, A.1
  • 75
    • 84956732014 scopus 로고    scopus 로고
    • Building applied natural language generation systems
    • Reiter E, Dale R (1997) Building applied natural language generation systems. Nat Lang Eng 3(1):57-87, http://dx.doi.org/10.1017/S1351324997001502
    • (1997) Nat Lang Eng , vol.3 , Issue.1 , pp. 57-87
    • Reiter, E.1    Dale, R.2
  • 76
    • 68549091015 scopus 로고    scopus 로고
    • Searching for alignments in smt. A novel approach based on an estimation of distribution algorithm
    • Association for Computational Linguistics, New York City
    • Rodríguez L, Varea IG, Gámez JA (2006) Searching for alignments in smt. A novel approach based on an estimation of distribution algorithm. In: Proceedings on the workshop on statistical machine translation, Association for Computational Linguistics, New York City, pp 47-54, http://www.aclweb.org/anthology/W/W06/W06-157
    • (2006) Proceedings on the Workshop on Statistical Machine Translation , pp. 47-54
    • Rodríguez, L.1    Varea, I.G.2    Gámez, J.A.3
  • 77
    • 67651209062 scopus 로고    scopus 로고
    • A genetic programming approach for robust language interpretation
    • Spector L, Langdon WB, O'Reilly UM, Angeline PJ (eds) MIT Press, Cambridge, chapter 4
    • Rose CP (1999) A genetic programming approach for robust language interpretation. In: Spector L, Langdon WB, O'Reilly UM, Angeline PJ (eds) Advances in genetic programming 3, MIT Press, Cambridge, chapter 4, pp 67-88, http://www.cs.bham.ac.uk/wbl/aigp3/ch04.pdf
    • (1999) Advances in Genetic Programming , vol.3 , pp. 67-88
    • Rose, C.P.1
  • 79
    • 0348247014 scopus 로고    scopus 로고
    • Memory-based shallow parsing
    • EFTK Sang 2002 Memory-based shallow parsing J Mach Learn Res 2 559 594
    • (2002) J Mach Learn Res , vol.2 , pp. 559-594
    • Eftk, S.1
  • 80
    • 0031248740 scopus 로고    scopus 로고
    • A clustering algorithm using an evolutionary programming-based approach
    • M Sarkar B Yegnanarayana D Khemani 1997 A clustering algorithm using an evolutionary programming-based approach Pattern Recogn Lett 18 10 975 986
    • (1997) Pattern Recogn Lett , vol.18 , Issue.10 , pp. 975-986
    • Sarkar, M.1    Yegnanarayana, B.2    Khemani, D.3
  • 81
    • 0040904157 scopus 로고
    • PhD thesis, University of Pennsylvania, Philadelphia, available as technical report (MS-CIS-90-48, LINC LAB179) from the Department of Computer Science
    • Schabes Y (1990) Mathematical and computational aspects of lexicalized grammars. PhD thesis, University of Pennsylvania, Philadelphia, available as technical report (MS-CIS-90-48, LINC LAB179) from the Department of Computer Science
    • (1990) Mathematical and Computational Aspects of Lexicalized Grammars
    • Schabes, Y.1
  • 82
    • 27144545750 scopus 로고    scopus 로고
    • Evolutionary algorithm for noun phrase detection in natural language processing
    • Serrano JI, Araujo L (2005) Evolutionary algorithm for noun phrase detection in natural language processing. In: Congress on evolutionary computation (CEC), pp 640-647
    • (2005) Congress on Evolutionary Computation (CEC) , pp. 640-647
    • Serrano, J.I.1    Araujo, L.2
  • 85
    • 34547967524 scopus 로고    scopus 로고
    • Automatic summarising: The state of the art
    • Spärck Jones K (2007) Automatic summarising: the state of the art. Inf Process Manag 43(6):1449-1481, http://dx.doi.org/10.1016/j.ipm.2007.03.009
    • (2007) Inf Process Manag , vol.43 , Issue.6 , pp. 1449-1481
    • Spärck Jones, K.1
  • 89
    • 0041295539 scopus 로고
    • Context free grammar induction using genetic algorithms
    • Wyard PJ (1991) Context free grammar induction using genetic algorithms. In: ICGA, pp 514-519
    • (1991) ICGA , pp. 514-519
    • Wyard, P.J.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.