Search Results for author: Xiyang Zhang

Found 4 papers, 0 papers with code

Unsupervised Multi-modal Feature Alignment for Time Series Representation Learning

no code implementations9 Dec 2023 Chen Liang, Donghua Yang, Zhiyu Liang, Hongzhi Wang, Zheng Liang, Xiyang Zhang, Jianfeng Huang

In contrast to conventional methods that fuse features from multiple modalities, our proposed approach simplifies the neural architecture by retaining a single time series encoder, consequently leading to preserved scalability.

Feature Engineering Inductive Bias +2

Salience-Aware Event Chain Modeling for Narrative Understanding

no code implementations EMNLP 2021 Xiyang Zhang, Muhao Chen, Jonathan May

Storytelling, whether via fables, news reports, documentaries, or memoirs, can be thought of as the communication of interesting and related events that, taken together, form a concrete process.

Question Answering

Social Media Study of Public Opinions on Potential COVID-19 Vaccines: Informing Dissent, Disparities, and Dissemination

no code implementations3 Dec 2020 Hanjia Lyu, Wei Wu, Junda Wang, Viet Duong, Xiyang Zhang, Jiebo Luo

People who have the worst personal pandemic experience are more likely to hold the anti-vaccine opinion.

Social and Information Networks

Monitoring Depression Trend on Twitter during the COVID-19 Pandemic

no code implementations1 Jul 2020 Yi-Peng Zhang, Hanjia Lyu, Yubao Liu, Xiyang Zhang, Yu Wang, Jiebo Luo

The COVID-19 pandemic has severely affected people's daily lives and caused tremendous economic loss worldwide.

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