Grammatical Inference: Introduction and Survey-Part I
IEEE Transactions on Pattern Analysis and Machine Intelligence - Special memorial issue for Professor King-Sun Fu
Grammatical Inference: Introduction and Survey-Part II
IEEE Transactions on Pattern Analysis and Machine Intelligence - Special memorial issue for Professor King-Sun Fu
Adaptation in natural and artificial systems
Adaptation in natural and artificial systems
Genetic programming: on the programming of computers by means of natural selection
Genetic programming: on the programming of computers by means of natural selection
Genetic algorithms + data structures = evolution programs (2nd, extended ed.)
Genetic algorithms + data structures = evolution programs (2nd, extended ed.)
Centering: a framework for modeling the local coherence of discourse
Computational Linguistics
Determining information retrieval and filtering performance without experimentation
Information Processing and Management: an International Journal
Information Processing and Management: an International Journal
A clustering algorithm using an evolutionary programming-based approach
Pattern Recognition Letters
Foundations of statistical natural language processing
Foundations of statistical natural language processing
A genetic programming approach for robust language interpretation
Advances in genetic programming
SIGDOC '86 Proceedings of the 5th annual international conference on Systems documentation
The syntactic process
Statistical Language Learning
Genetic Algorithms in Search, Optimization and Machine Learning
Genetic Algorithms in Search, Optimization and Machine Learning
Advances in Automatic Text Summarization
Advances in Automatic Text Summarization
Estimation of Distribution Algorithms: A New Tool for Evolutionary Computation
Estimation of Distribution Algorithms: A New Tool for Evolutionary Computation
Introduction To Automata Theory, Languages, And Computation
Introduction To Automata Theory, Languages, And Computation
Empirical Learning of Natural Language Processing Task
ECML '97 Proceedings of the 9th European Conference on Machine Learning
Representational Issues for Context Free Grammar Induction Using Genetic Algorithms
ICGI '94 Proceedings of the Second International Colloquium on Grammatical Inference and Applications
Chinese Text Summarization Using a Trainable Summarizer and Latent Semantic Analysis
ICADL '02 Proceedings of the 5th International Conference on Asian Digital Libraries: Digital Libraries: People, Knowledge, and Technology
Part-of-Speech Tagging with Evolutionary Algorithms
CICLing '02 Proceedings of the Third International Conference on Computational Linguistics and Intelligent Text Processing
A Hybrid Approach t Word Segmentation
ILP '98 Proceedings of the 8th International Workshop on Inductive Logic Programming
Spatial Clustering for Data Mining with Genetic Algorithms
Spatial Clustering for Data Mining with Genetic Algorithms
Adaptive parsing: self-extending natural language interfaces
Adaptive parsing: self-extending natural language interfaces
Mathematical and computational aspects of lexicalized grammars
Mathematical and computational aspects of lexicalized grammars
Head-driven statistical models for natural language parsing
Head-driven statistical models for natural language parsing
The Journal of Machine Learning Research
Information Theory, Inference & Learning Algorithms
Information Theory, Inference & Learning Algorithms
The mathematics of statistical machine translation: parameter estimation
Computational Linguistics - Special issue on using large corpora: II
Building a large annotated corpus of English: the penn treebank
Computational Linguistics - Special issue on using large corpora: II
A maximum-entropy-inspired parser
NAACL 2000 Proceedings of the 1st North American chapter of the Association for Computational Linguistics conference
Building applied natural language generation systems
Natural Language Engineering
Three generative, lexicalised models for statistical parsing
ACL '98 Proceedings of the 35th Annual Meeting of the Association for Computational Linguistics and Eighth Conference of the European Chapter of the Association for Computational Linguistics
Machine translation method using inductive learning with genetic algorithms
COLING '96 Proceedings of the 16th conference on Computational linguistics - Volume 2
A multistrategy approach for digital text categorization from imbalanced documents
ACM SIGKDD Explorations Newsletter - Special issue on learning from imbalanced datasets
Use of a genetic algorithm in brill's transformation-based part-of-speech tagger
GECCO '05 Proceedings of the 7th annual conference on Genetic and evolutionary computation
An evolutionary approach for improving the quality of automatic summaries
MultiSumQA '03 Proceedings of the ACL 2003 workshop on Multilingual summarization and question answering - Volume 12
Natural language tagging with genetic algorithms
Information Processing Letters
Automatic summarising: The state of the art
Information Processing and Management: an International Journal
Statistical machine translation
ACM Computing Surveys (CSUR)
Introduction to Information Retrieval
Introduction to Information Retrieval
Grammatical Inference: Algorithms and Applications 9th International Colloquium, ICGI 2008 Saint-Malo, France, September 22-24, 2008 Proceedings (Lecture ... / Lecture Notes in Artificial Intelligence)
Linguistically motivated large-scale NLP with C&C and boxer
ACL '07 Proceedings of the 45th Annual Meeting of the ACL on Interactive Poster and Demonstration Sessions
GRAEL: an agent-based evolutionary computing approach for natural language grammar development
IJCAI'03 Proceedings of the 18th international joint conference on Artificial intelligence
Searching for alignments in SMT. A novel approach based on an estimation of distribution algorithm
StatMT '06 Proceedings of the Workshop on Statistical Machine Translation
Grammatical inference and computational linguistics
CLAGI '09 Proceedings of the EACL 2009 Workshop on Computational Linguistic Aspects of Grammatical Inference
Evolutionary induction of stochastic context free grammars
Pattern Recognition
Evolutionary computing as a tool for grammar development
GECCO'03 Proceedings of the 2003 international conference on Genetic and evolutionary computation: PartI
Statistical parsing with a context-free grammar and word statistics
AAAI'97/IAAI'97 Proceedings of the fourteenth national conference on artificial intelligence and ninth conference on Innovative applications of artificial intelligence
Symbiosis of evolutionary techniques and statistical natural language processing
IEEE Transactions on Evolutionary Computation
Classifier Ensemble Selection Using Genetic Algorithm for Named Entity Recognition
Research on Language and Computation
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Statistical natural language processing (NLP) and evolutionary algorithms (EAs) are two very active areas of research which have been combined many times. In general, statistical models applied to deal with NLP tasks require designing specific algorithms to be trained and applied to process new texts. The development of such algorithms may be hard. This makes EAs attractive since they offer a general design, yet providing a high performance in particular conditions of application. In this article, we present a survey of many works which apply EAs to different NLP problems, including syntactic and semantic analysis, grammar induction, summaries and text generation, document clustering and machine translation. This review finishes extracting conclusions about which are the best suited problems or particular aspects within those problems to be solved with an evolutionary algorithm.