Xiao Chen, Changlong Sun, Jingjing Wang and

Shoushan Li, Luo Si, Min Zhang, Guodong Zhou

Keywords Abstract Paper

Aspect Classification, ASC, independent problem, information problem

Chenhua Chen, Zhiyang Teng, Yue Zhang

Keywords Abstract Paper

aspect-level analysis, graph networks, induced graphs, gating mechanisms

Carl Allen, Ivana Balazevic, Timothy Hospedales

Keywords Abstract Paper

word embedding, representation learning, knowledge graphs

Hongjie Cai, Yaofeng Tu, Xiangsheng Zhou and

Jianfei Yu, Rui Xia

Keywords Abstract Paper

Zejun Li, Zhongyu Wei, Zhihao Fan and

Haijun Shan, Xuanjing Huang

Keywords Abstract Paper

Libo Qin, Zhouyang Li, Wanxiang Che and

Minheng Ni, Ting Liu

Keywords Abstract Paper

Lishan Huang, Zheng Ye, Jinghui Qin and

Liang Lin, Xiaodan Liang

Keywords Abstract Paper

automatically coherence, open-domain systems, automatic evaluation, grade

Nianzu Ma, Sahisnu Mazumder, Hao Wang, Bing Liu

Keywords Abstract Paper

Comparative Classification, Entity-Aware Network, CPC, entity-aware representations

Lianghao Xia, Chao Huang, Yong Xu and

Peng Dai, Xiyue Zhang, Hongsheng Yang, Jian Pei, Liefeng Bo

Keywords Abstract Paper

Li Mi, Zhenzhong Chen

Keywords Abstract Paper

visual relationship detection, graph attention network, prior knowledge, attention mechanism

Xiao Qin, Nasrullah Sheikh, Berthold Reinwald, Lingfei Wu

Keywords Abstract Paper

Li Yuan, Jin Wang, Liang-Chih Yu, Xuejie Zhang

Keywords Abstract Paper

Zheng Li, Mukul Kumar, William Headden and

Bing Yin, Ying Wei, Yu Zhang, Qiang Yang

Keywords Abstract Paper

cross-lingual transfer, clt task, multilingual, mplm

Jiaxin Huang, Yu Meng, Fang Guo and

Heng Ji, Jiawei Han

Keywords Abstract Paper

extracting aspects, classifying reviews, aspect-based analysis, aspect classification

Shoulong Zhang, shuai li, Aimin Hao, Hong Qin

Keywords Abstract Paper

deep learning, graph learning

Jiuxiang Gu, Jason Kuen, Shafiq Joty and

Jianfei Cai, Vlad Morariu, Handong Zhao, Tong Sun Sun

Keywords Abstract Paper

Kai Wang, Weizhou Shen, Yunyi Yang and

Xiaojun Quan, Rui Wang

Keywords Abstract Paper

Aspect-based Analysis, encoding information, sentiment prediction, Relational Network

Qingbao Huang, Jielong Wei, Yi Cai and

Changmeng Zheng, Junying Chen, Ho-fung Leung, Qing Li

Keywords Abstract Paper

Visual Answering, image representations, question representations, Aligned Network

Le Wu, Yonghui Yang, Kun Zhang and

Richang Hong, Yanjie Fu, Meng Wang

Keywords Abstract Paper

graph convolutional networks, collaborative filtering, attribute inference

Yongkang Liu, Shi Feng, Daling Wang and

Kaisong Song, Feiliang Ren, Yifei Zhang

Keywords Abstract Paper

Penghui Wei, Jiahao Zhao, Wenji Mao

Keywords Abstract Paper

End-to-End Extraction, Emotion-cause extraction, ranking, Inter-Clause Modeling

Zongshen Mu, Siliang Tang, Jie Tan and

Qiang Yu, Yueting Zhuang

Keywords Abstract Paper

Hao Tang, Donghong Ji, Chenliang Li, Qiji Zhou

Keywords Abstract Paper

Aspect-based Classification, Dependency Structure, attention mechanism, Convolutional CNN

Xiang Wang, Hongye Jin, An Zhang and

Xiangnan He, Tong Xu, Tat-Seng Chua

Keywords Abstract Paper

explainable recommendation, disentangled representation learning, collaborative filtering, graph neural networks

Yanda Meng, Hongrun Zhang, Dongxu Gao and

Yitian Zhao, Xiaoyun Yang, Xuesheng Qian, Xiaowei Huang, Yalin Zheng

Keywords Abstract Paper

Medical Image Segmentation, Graph Convolution Network

Chen Li, Xutan Peng, Hao Peng and

Jianxin Li, Lihong Wang

Keywords Abstract Paper

Machine Learning, Semi-Supervised Learning, Mining Graphs, Semi Structured Data, Complex Data

Linfeng Song, Ante Wang, Jinsong Su and

Yue Zhang, Kun Xu, Yubin Ge, Dong Yu

Keywords Abstract Paper

Structural Preserving, Graph-to-Text Generation, multi-task training, meaning graphs

Jing Yu, Yuan Chai, Yujing Wang and

Yue Hu, Qi Wu

Keywords Abstract Paper

Computer Vision, Language and Vision

Wanjun Zhong, Jingjing Xu, Duyu Tang and

Zenan Xu, Nan Duan, Ming Zhou, Jiahai Wang, Jian Yin

Keywords Abstract Paper

Reasoning Graph, Fact Checking, string concatenation, semantic labeling

Chao Huang, Jiahui Chen, Lianghao Xia and

Yong Xu, Peng Dai, Yanqing Chen, Liefeng Bo, Jiashu Zhao, Jimmy Xiangji Huang

Keywords Abstract Paper

Tengwei Song, Jie Luo, Lei Huang

Keywords Abstract Paper

graph learning

Chenggong Gong, Jianfei Yu, Rui Xia

Keywords Abstract Paper

aspect-based analysis, absa task, feature-based adaptation, auxiliary tasks

Jiaxuan Wang, Jenna Wiens, Scott Lundberg

Keywords Abstract Paper

Jingwei Qu, Haibin Ling, Chenrui Zhang and

Xiaoqing Lyu, Zhi Tang

Keywords Abstract Paper

Computer Vision, Recognition, Deep Learning

Junhan Yang, Zheng Liu, Shitao Xiao and

Chaozhuo Li, Defu Lian, Sanjay Agrawal, Amit Singh, Guangzhong Sun, Xing Xie

Keywords Abstract Paper

deep learning, transformers, graph learning, representation learning

Jiarui Jin, Jiarui Qin, Yuchen Fang and

Kounianhua Du, Weinan Zhang, Yong Yu, Zheng Zhang, Alexander J. Smola

Keywords Abstract Paper

recommender system, heterogeneous information network, neighborhood-based interaction

Gal S. Kenigsfield, Ran El-Yaniv

Keywords Abstract Paper

Liqun Chen, Zhe Gan, Yu Cheng and

Linjie Li, Lawrence Carin, Jingjing Liu

Keywords Abstract Paper

Deep Learning - Algorithms

Woo Suk Choi, Kyoung-Woon On, Yu-Jung Heo, Byoung-Tak Zhang

Keywords Abstract Paper

Bowen Zhang, Min Yang, Xutao Li and

Yunming Ye, Xiaofei Xu, Kuai Dai

Keywords Abstract Paper

Cross-target Detection, Stance detection, knowledge transfer, stance classifier