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LREC-COLING 2024main

Rapidly Piloting Real-time Linguistic Assistance for Simultaneous Interpreters with Untrained Bilingual Surrogates

Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024)

DOI:10.63317/272aad2jbdia

Abstract

Simultaneous interpretation is a cognitively taxing task, and even seasoned professionals benefit from real-time assistance. However, both recruiting professional interpreters and evaluating new assistance techniques are difficult. We present a novel, realistic simultaneous interpretation task that mimics the cognitive load of interpretation with crowdworker surrogates. Our task tests different real-time assistance methods in a Wizard-of-Oz experiment with a large pool of proxy users and compares against professional interpreters. Both professional and proxy participants respond similarly to changes in interpreting conditions, including improvement with two assistance interventions—translation of specific terms and of numbers—compared to a no-assistance control.

Details

Paper ID
lrec2024-main-1185
Pages
pp. 13548-13556
BibKey
grissom-ii-etal-2024-rapidly
Editor
N/A
Publisher
European Language Resources Association (ELRA) and ICCL
ISSN
2522-2686
ISBN
979-10-95546-34-4
Conference
Joint International Conference on Computational Linguistics, Language Resources and Evaluation
Location
Turin, Italy
Date
20 May 2024 25 May 2024

Authors

  • AG

    Alvin Grissom II

  • JS

    Jo Shoemaker

  • BG

    Ben Goldman

  • RS

    Ruikang Shi

  • CS

    Craig Stewart

  • CR

    C. Anton Rytting

  • LF

    Leah Findlater

  • JB

    Jordan Boyd-Graber

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