English(EN) DiscoSign: Discourse-Aware Text to Sign Language Gloss Translation

新框架将文本翻译成美国手语词汇，提升语篇理解能力

作者 PulseAugur 编辑部 · [1 个来源] · 2026-09-03 04:00

研究人员开发了DiscoSign，一个新颖的计算框架，用于将文本翻译成美国手语（ASL）词汇，该框架能够处理语篇现象。这种方法解决了诸如空间指代消解、问答从句和概念-词汇一致性等问题，这些问题对于理解超越句子层面的手语至关重要。实验表明，与仅限于句子级别的翻译方法相比，DiscoSign在空间一致性和实体追踪方面有所改进，建立了第一个面向语篇级别的文本到手语词汇翻译的系统性框架。 AI

影响该框架通过实现更准确、更具上下文感知能力的文本到手语词汇翻译，有望提高聋人社区的可访问性和理解能力。

排序理由这是一篇详细介绍手语翻译新计算框架的研究论文。[lever_c_demoted from research: ic=1 ai=1.0]

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本文如何被排名

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报道来源 [1]

arXiv cs.CL TIER_1 English(EN) · Vasileios Baltatzis, Mert Inan, Connor Gillis, Raja Kushalnagar, Lorna Quandt, Leah Findlater, Colin Lea · 2026-09-03 04:00

DiscoSign：面向语篇感知的文本到手语词汇翻译

arXiv:2609.02796v1 Announce Type: new Abstract: Sign language processing systems have traditionally operated at the sentence level, ignoring critical discourse phenomena fundamental to sign language comprehension. We introduce DiscoSign, a computational approach for discourse-awa…

本文如何被排名

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DiscoSign：面向语篇感知的文本到手语词汇翻译

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