Papers by Purple Wang
MUG: Interactive Multimodal Grounding on User Interfaces (2024.findings-eacl)
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| Challenge: | Prior studies modeled multimodal UI grounding in one round, but such an interaction is inherently iterative. |
| Approach: | They propose a task where a user and an agent collaborate on an interface screen . they use a dataset of 77,820 sequences of human user-agent interaction on mobile interfaces . |
| Outcome: | The proposed task improves the absolute task completion by 18% over the entire test set and 31% over the challenging split. |