Paşa Abdullah Bayramoğlu


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2025

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CAT-GPT: A Skopos-Driven, LLM-Based Computer-Assisted Translation Tool
Paşa Abdullah Bayramoğlu
Proceedings of Machine Translation Summit XX: Volume 2

This paper introduces CAT-GPT, an innovative Computer-Assisted Translation (CAT) tool designed to address context-awareness and terminological consistency challenges often encountered in standard CAT workflows. Grounded in Skopos theory (Vermeer, 2014) and powered by a Large Language Model (LLM) backend, CAT-GPT integrates context-sensitive segmentation, automatically generated and adjustable translation instructions, and an advanced machine translation component. Comparative observations with a widely used CAT tool (e.g., Trados Studio) suggest that CAT-GPT reduces post-editing effort and improves text-level coherence, especially in specialized or domain-specific scenarios.
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