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cs.CL2026
From Task Success to Productive Success: Evaluating Human-AI Collaboration by Quality and Cost
Saki Imai, Mert İnan, Malihe Alikhani
AI productivity is often measured by task completion time, economic value, or improvements in outcome quality. However, these measures usually treat collaboration as a black box wh…
cs.CL2026
DiscoSign: Discourse-Aware Text to Sign Language Gloss Translation
Vasileios Baltatzis, Mert Inan, Connor Gillis +4
Sign language processing systems have traditionally operated at the sentence level, ignoring critical discourse phenomena fundamental to sign language comprehension. We introduce D…