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  Evolutionary Sentence Building for Chatterbots (2003) [3 citations — 0 self]

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by Dana Vrajitoru
Genetic and Evolutionary Computation Conference (GECCO
http://www.cs.iusb.edu/~danav/papers/./dv_evchat.ps
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Abstract:

Chatterbots are computer programs that simulate intelligent conversation. They make use of various techniques such as pattern matching, indexing, sentence reconstruction, and even natural language processing. In this paper we present an approach to chatterbots that mixes pattern matching with indexing and query matching methods inspired from information retrieval. We propose a model in which new sentences can be produced from existing ones using an evolutionary algorithm adapted to the structure of the natural language.

Citations

442 Uniform crossover in genetic algorithms – Syswerda - 1989
368 Computing machinery and intelligence – Turing - 1950
185 Eliza – a computer program for the study of natural language communication between man and machine – Weizenbaum - 1966
147 Extended boolean information retrieval – Salton, Fox, et al. - 1983
117 Adaptation in Natural and Arti cial Systems – Holland
53 Machine Learning for Information Retrieval: Neural Networks, Symbolic Learning, and Genetic Algorithms" available at http://ai.bpa.arizona.edu/papers/mlir93/mlir93.html#318 – Chen
28 Learning Methods to Combine Linguistic Indicators: Improving Aspectual Classification and Revealing Linguistic Insights – Siegel, McKeown - 2000
9 Unsupervised learning of word segmentation rules with genetic algorithms and Inductive Logic Programming – Kazakov, Manandhar - 2001
8 Crossover improvement for the genetic algorithm in information retrieval – Vrajitoru - 1998
6 The Policeman's Beard is Half Constructed – Chamberlain - 1984
5 PCFG learning by nonterminal partition search – Belz - 2002
2 the policeman's beard" was largely prefab! The – Barger - 1993
2 Dialogues with colorful personalities of early AI – Guzeldere, Franchi - 1995
2 Chatterbots web – Vrajitoru
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