3 papers
cs.LG2022
Tag-assisted Multimodal Sentiment Analysis under Uncertain Missing Modalities
Jiandian Zeng, Tianyi Liu, Jiantao Zhou
Multimodal sentiment analysis has been studied under the assumption that all modalities are available. However, such a strong assumption does not always hold in practice, and most…
cs.CL2020
Regularized Attentive Capsule Network for Overlapped Relation Extraction
Tianyi Liu, Xiangyu Lin, Weijia Jia +2
Distantly supervised relation extraction has been widely applied in knowledge base construction due to its less requirement of human efforts. However, the automatically established…
cs.CL2018
Neural Relation Extraction via Inner-Sentence Noise Reduction and Transfer Learning
Tianyi Liu, Xinsong Zhang, Wanhao Zhou +1
Extracting relations is critical for knowledge base completion and construction in which distant supervised methods are widely used to extract relational facts automatically with t…