1 code implementation • 15 Oct 2023 • Xinyu Lian, Yinfang Chen, Runxiang Cheng, Jie Huang, Parth Thakkar, Minjia Zhang, Tianyin Xu
We present a first analysis on the feasibility and effectiveness of using LLMs for configuration validation.
no code implementations • 22 Oct 2022 • Runxiang Cheng, Gargi Balasubramaniam, Yifei He, Yao-Hung Hubert Tsai, Han Zhao
We formulate a theoretical framework for optimizing modality selection in multimodal learning and introduce a utility measure to quantify the benefit of selecting a modality.
1 code implementation • EMNLP 2018 • Mingyang Zhou, Runxiang Cheng, Yong Jae Lee, Zhou Yu
The model leverages a visual attention grounding mechanism that links the visual semantics with the corresponding textual semantics.
Ranked #12 on Multimodal Machine Translation on Multi30K