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cs.CV2026
BackTranslation2.0 -- A Linguistically Motivated Metric to Assess Sign Language Production
Oliver Cory, Maksym Ivashechkin, Karahan Sahin +6
Sign Languages (SLs) are the primary means of communication for millions of deaf individuals, yet existing evaluation metrics for generated SL remain simplistic and poorly aligned…
cs.CV2026
SignAgent: Agentic LLMs for Linguistically-Grounded Sign Language Annotation and Dataset Curation
Oliver Cory, Ozge Mercanoglu Sincan, Richard Bowden
This paper introduces SignAgent, a novel agentic framework that utilises Large Language Models (LLMs) for scalable, linguistically-grounded Sign Language (SL) annotation and datase…
cs.CV2024
Modelling the Distribution of Human Motion for Sign Language Assessment
Oliver Cory, Ozge Mercanoglu Sincan, Matthew Vowels +7
Sign Language Assessment (SLA) tools are useful to aid in language learning and are underdeveloped. Previous work has focused on isolated signs or comparison against a single refer…