Article

Agentic Sign Language: Balanced Evaluation and Adaptive Monitoring for Inclusive Multimodal Communication

2025-12-09

Abstract excerpt

Sign languages are rich visual languages used by tens of millions of people worldwide, yet there is apersistent shortage of trained human interpreters. Recent work on small-vocabulary interpreters showsthat lightweight convolutional neural networks can recognise static finger-spelling with high accuracy [1].However, these prototypes are limited to isolated signs, depend on homogeneous training data andomit the com...

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Literature Corpus work: bc0f6c5f-c84e-5f44-9dc6-18a6a2c5364d
DOI: 10.20944/preprints202512.0690.v1

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