7 citations · 22 across the 15 of their papers we have counts for
3 papers · 1 filter
WebQuest: A Benchmark for Multimodal QA on Web Page Sequences
Maria Wang, Srinivas Sunkara, Gilles Baechler +5
The rise of powerful multimodal LLMs has enhanced the viability of building web agents which can, with increasing levels of autonomy, assist users to retrieve information and compl…
Accelerating Inference of Retrieval-Augmented Generation via Sparse Context Selection
Yun Zhu, Jia-Chen Gu, Caitlin Sikora +8
Large language models (LLMs) augmented with retrieval exhibit robust performance and extensive versatility by incorporating external contexts. However, the input length grows linea…
ScreenAI: A Vision-Language Model for UI and Infographics Understanding
Gilles Baechler, Srinivas Sunkara, Maria Wang +7
Screen user interfaces (UIs) and infographics, sharing similar visual language and design principles, play important roles in human communication and human-machine interaction. We…