Translation agent

Chunqi Shi, Toru Ishida, Donghui Lin

Research output: Chapter in Book/Report/Conference proceedingChapter

Abstract

When applying Language Grid for multilingual communication support, it is important to understand the effects of the machine translation service. To support the users in multilingual communication, it is recognized that machine translation service used is not a perfect transparent-channel to users. We present agent metaphor as a novel interactive way to promote the efficiency of communication in using machine translation service. It will reduce the communication breaks caused by translation errors. We propose to shift from the transparent-channel metaphor to the agent metaphor, which motives the interactions between the users and the machine translator. Following this paradigm shifting, the agent should encourage the dialog participants to collaborate, as their interactivity will be helpful in reducing the number of translation errors. We examined the translation issues raised by multilingual communication, and analyzed the impact of interactivity on the elimination of translation errors. We proposed an implementation of the agent protocol for interactivity promotion. We designed the architecture of our agent, analyzed the interaction process, and provided an example of preparing repair strategy. We conducted an English–Chinese communication task experiment on tangram arrangement. The experiment shows that compared to the transparent-channel metaphor, our agent metaphor reduces human communication effort by 21.6%.

Original languageEnglish
Title of host publicationCognitive Technologies
PublisherSpringer-Verlag
Pages175-192
Number of pages18
Edition9789811077920
DOIs
Publication statusPublished - 2018 Jan 1
Externally publishedYes

Publication series

NameCognitive Technologies
Number9789811077920
ISSN (Print)1611-2482

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Keywords

  • Interactivity
  • Machine translation mediated communication
  • Repair

ASJC Scopus subject areas

  • Software
  • Artificial Intelligence

Cite this

Shi, C., Ishida, T., & Lin, D. (2018). Translation agent. In Cognitive Technologies (9789811077920 ed., pp. 175-192). (Cognitive Technologies; No. 9789811077920). Springer-Verlag. https://doi.org/10.1007/978-981-10-7793-7_11