no code implementations • 9 May 2024 • Mingzhu Wang, Yuzhe Zhang, Qihang Zhao, Juanyi Yang, Hong Zhang
Retrieval augmentation is critical when Language Models (LMs) exploit non-parametric knowledge related to the query through external knowledge bases before reasoning.
no code implementations • 23 Feb 2024 • Yuzhe Zhang, YiPeng Zhang, Yidong Gan, Lina Yao, Chen Wang
We propose a novel method that utilizes the extensive knowledge contained within a large corpus of scientific literature to deduce causal relationships in general causal graph recovery tasks.
no code implementations • 4 Jan 2024 • Yuntao Wei, Yuzhe Zhang, Shuyang Zhang, Hong Zhang
Multimodal depression detection is an important research topic that aims to predict human mental states using multimodal data.
no code implementations • 13 Dec 2023 • Yuzhe Zhang, Jiawei Zhang, Hao Li, Zhouxia Wang, Luwei Hou, Dongqing Zou, Liheng Bian
Since text prior is important to guarantee the correctness of the restored text structure according to existing arts, we also propose a Text Diffusion Model (TDM) for text recognition which can guide IDM to generate text images with correct structures.
no code implementations • 9 Nov 2023 • Yuxuan Ou, Yuzhe Zhang, Yuntang Wang, Shwetak Patel, Daniel McDuf, Yuzhe Yang, Xin Liu
However, there exists a significant gap between synthetic and real-world data, which hinders the generalization of neural models trained on these synthetic datasets.
1 code implementation • 15 Oct 2022 • Yuzhe Zhang, Min Cen, Tongzhou Wu, Hong Zhang
Few-shot relation extraction (FSRE) aims at recognizing unseen relations by learning with merely a handful of annotated instances.
1 code implementation • NeurIPS 2023 • Xin Liu, Girish Narayanswamy, Akshay Paruchuri, XiaoYu Zhang, Jiankai Tang, Yuzhe Zhang, Soumyadip Sengupta, Shwetak Patel, Yuntao Wang, Daniel McDuff
Camera-based physiological measurement is a fast growing field of computer vision.
1 code implementation • 31 May 2022 • Yuzhe Zhang, Hong Zhang
We conduct experiments on a publicly available Chinese financial dataset ChFinAnn and a real-word bussiness dataset AdminPunish.
no code implementations • 14 Oct 2020 • Yuzhe Zhang, Davide Grossi
The paper develops a theory of power for delegable proxy voting systems.