Automatic string replace by examples

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@InProceedings{DeLorenzo:2013:GECCO,
  author =       "Andrea {De Lorenzo} and Eric Medvet and 
                 Alberto Bartoli",
  title =        "Automatic string replace by examples",
  booktitle =    "GECCO '13: Proceeding of the fifteenth annual
                 conference on Genetic and evolutionary computation
                 conference",
  year =         "2013",
  editor =       "Christian Blum and Enrique Alba and Anne Auger and 
                 Jaume Bacardit and Josh Bongard and Juergen Branke and 
                 Nicolas Bredeche and Dimo Brockhoff and 
                 Francisco Chicano and Alan Dorin and Rene Doursat and 
                 Aniko Ekart and Tobias Friedrich and Mario Giacobini and 
                 Mark Harman and Hitoshi Iba and Christian Igel and 
                 Thomas Jansen and Tim Kovacs and Taras Kowaliw and 
                 Manuel Lopez-Ibanez and Jose A. Lozano and Gabriel Luque and 
                 John McCall and Alberto Moraglio and 
                 Alison Motsinger-Reif and Frank Neumann and Gabriela Ochoa and 
                 Gustavo Olague and Yew-Soon Ong and 
                 Michael E. Palmer and Gisele Lobo Pappa and 
                 Konstantinos E. Parsopoulos and Thomas Schmickl and Stephen L. Smith and 
                 Christine Solnon and Thomas Stuetzle and El-Ghazali Talbi and 
                 Daniel Tauritz and Leonardo Vanneschi",
  isbn13 =       "978-1-4503-1963-8",
  pages =        "1253--1260",
  keywords =     "genetic algorithms, genetic programming",
  month =        "6-10 " # jul,
  organisation = "SIGEVO",
  address =      "Amsterdam, The Netherlands",
  DOI =          "doi:10.1145/2463372.2463532",
  publisher =    "ACM",
  publisher_address = "New York, NY, USA",
  abstract =     "Search-and-replace is a text processing task which may
                 be largely automated with regular expressions: the user
                 must describe with a specific formal language the
                 regions to be modified (search pattern) and the
                 corresponding desired changes (replacement expression).
                 Writing and tuning the required expressions requires
                 high familiarity with the corresponding formalism and
                 is typically a lengthy, error-prone process.

                 In this paper we propose a tool based on Genetic
                 Programming (GP) for generating automatically both the
                 search pattern and the replacement expression based
                 only on examples. The user merely provides examples of
                 the input text along with the desired output text and
                 does not need any knowledge about the regular
                 expression formalism nor about GP. We are not aware of
                 any similar proposal. We experimentally evaluated our
                 proposal on 4 different search-and-replace tasks
                 operating on real-world datasets and found good
                 results, which suggests that the approach may indeed be
                 practically viable.",
  notes =        "Also known as \cite{2463532} GECCO-2013 A joint
                 meeting of the twenty second international conference
                 on genetic algorithms (ICGA-2013) and the eighteenth
                 annual genetic programming conference (GP-2013)",
}

Genetic Programming entries for Andrea De Lorenzo Eric Medvet Alberto Bartoli

Citations