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20242026
most cited"We Need Structured Output": Towards User-centered Constraints on Large Language Model Output

67 citations · 83 across the 8 of their papers we have counts for

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cs.HC2026★ 2 cited

ADCanvas: Accessible and Conversational Audio Description Authoring for Blind and Low Vision Creators

Franklin Mingzhe Li, Michael Xieyang Liu, Cynthia L. Bennett +1

Audio Description (AD) provides essential access to visual media for blind and low vision (BLV) audiences. Yet current AD production tools remain largely inaccessible to BLV video…

cs.HC2026

Compass vs Railway Tracks: Unpacking User Mental Models for Communicating Long-Horizon Work to Humans vs. AI

Savvas Petridis, Michael Xieyang Liu, Alexander J. Fiannaca +2

As AI systems grow increasingly capable of operating for hours or days at a time, users' prompts are transforming into elaborate specifications for the AI to autonomously work on.…