The French Correction: When Retrieval Is Harder to Specify than Adaptation

Yves Lepage, Jean Lieber, Isabelle Mornard, Emmanuel Nauer, Julien Romary, Reynault Sies

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

A common idea in the field of case-based reasoning is that the retrieval step can be specified by the use of some similarity measure: the retrieved cases maximize the similarity to the target problem and, then, the adaptation step has to take into account the mismatches between the retrieved cases and the target problem in order to this latter. The use of this methodological schema for the application described in this paper has proven to be non efficient. Indeed, designing a retrieval procedure without the precise knowledge of the adaptation procedure has not been possible. The domain of this application is the correction of French sentences: a problem is an incorrect sentence and a valid solution is a correction of this problem. Adaptation consists in solving an analogical equation that enables to execute the correction of the retrieved case on the target problem. Thus, retrieval has to ensure that this application is feasible. The first version of such a retrieval procedure is described and evaluated: it is a knowledge-light procedure that does not use linguistic knowledge about French.

Original languageEnglish
Title of host publicationCase-Based Reasoning Research and Development - 28th International Conference, ICCBR 2020, Proceedings
EditorsIan Watson, Rosina Weber
PublisherSpringer Science and Business Media Deutschland GmbH
Pages309-324
Number of pages16
ISBN (Print)9783030583415
DOIs
Publication statusPublished - 2020
Event28th International Conference on Case-Based Reasoning, ICCBR 2020 - Salamanca, Spain
Duration: 2020 Jun 82020 Jun 12

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume12311 LNAI
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Conference

Conference28th International Conference on Case-Based Reasoning, ICCBR 2020
CountrySpain
CitySalamanca
Period20/6/820/6/12

Keywords

  • Analogy
  • Case-based reasoning
  • Retrieval
  • Sentence correction

ASJC Scopus subject areas

  • Theoretical Computer Science
  • Computer Science(all)

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