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Amy Pavel

2 accepted papers

2024

DreamStruct: Understanding Slides and User Interfaces via Synthetic Data Generation

ECCV 2024poster

"Enabling machines to understand structured visuals like slides and user interfaces is essential for making them accessible to people with disabilities. However, achieving such understanding computationally has required manual data collection and annotation, which is time-consuming and labor-intensi…

2021

Controlling Dialogue Generation with Semantic Exemplars

NAACL 2021long

Dialogue systems pretrained with large language models generate locally coherent responses, but lack fine-grained control over responses necessary to achieve specific goals. A promising method to control response generation is exemplar-based generation, in which models edit exemplar responses that a…