2 citations · 2 across the 14 of their papers we have counts for
4 papers · 1 filter
Image2Text2Image: A Novel Framework for Label-Free Evaluation of Image-to-Text Generation with Text-to-Image Diffusion Models
Jia-Hong Huang, Hongyi Zhu, Yixian Shen +2
Evaluating the quality of automatically generated image descriptions is a complex task that requires metrics capturing various dimensions, such as grammaticality, coverage, accurac…
MaCP: Minimal yet Mighty Adaptation via Hierarchical Cosine Projection
Yixian Shen, Qi Bi, Jia-Hong Huang +3
We present a new adaptation method MaCP, Minimal yet Mighty adaptive Cosine Projection, that achieves exceptional performance while requiring minimal parameters and memory for fine…
A Novel Evaluation Framework for Image2Text Generation
Jia-Hong Huang, Hongyi Zhu, Yixian Shen +3
Evaluating the quality of automatically generated image descriptions is challenging, requiring metrics that capture various aspects such as grammaticality, coverage, correctness, a…
Optimizing Numerical Estimation and Operational Efficiency in the Legal Domain through Large Language Models
Jia-Hong Huang, Chao-Chun Yang, Yixian Shen +2
The legal landscape encompasses a wide array of lawsuit types, presenting lawyers with challenges in delivering timely and accurate information to clients, particularly concerning…