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In:Multiword Units in Machine Translation and Translation Technology
Edited by Ruslan Mitkov, Johanna Monti, Gloria Corpas Pastor and Violeta Seretan
[Current Issues in Linguistic Theory 341] 2018
► pp. 243–256

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Anaphora resolution, collocations and translation

Published online: 20 July 2018
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https://doi.org/10.1075/cilt.341.12weh
Abstract
Collocation identification and anaphora resolution are widely recognised as major issues for natural language processing, and particularly for machine translation. This paper focuses on their intersection domain, that is verb-object collocations in which the object has been pronominalised. To handle such cases, an anaphora resolution procedure must link the direct object pronoun to its antecedent. The identification of a collocation can then be made on the basis of the verb and its object or its antecedent. Results obtained from the translation of a large corpus will be discussed, as well as an evaluation of the precision of the anaphora resolution procedure for this specific task.
Article outline
  • 1.Introduction
  • 2.Collocations in Translation
  • 3.Translating collocations with Its-2
    • 3.1Anaphora resolution
  • 4.Results and evaluation
    • 4.1Two experiments
      • Experiment 1: English
      • Experiment 2: French
      • Global results of experiments
    • 4.2Evaluation of the precision of the AR procedure
      • Evaluation settings
      • Results
      • Recall
  • 5.Conclusion
  • Notes
  • References
References (22)
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