Haozhe Ji, Pei Ke, Shaohan Huang and

Furu Wei, Xiaoyan Zhu, Minlie Huang

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text tasks, generation, commonsense-aware generation, generative models

Yanlin Feng, Xinyue Chen, Bill Yuchen Lin and

Peifeng Wang, Jun Yan, Xiang Ren

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multi-hop reasoning, question models, knowledge-aware approach, multi-hop module

Antoine Bosselut, Ronan Le Bras, Yejin Choi

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Carl Allen, Ivana Balazevic, Timothy Hospedales

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word embedding, representation learning, knowledge graphs

Tengwei Song, Jie Luo, Lei Huang

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graph learning

Yonghan Jung, Jin Tian, Elias Bareinboim

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Probabilistic Methods, Causal Inference

Zhenqi Zhao, Yuchen Guo, Dingxian Wang and

Yufan Huang, Xiangnan He, Bin Gu

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Nianzu Ma, Sahisnu Mazumder, Hao Wang, Bing Liu

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

Jiaxuan Wang, Jenna Wiens, Scott Lundberg

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Yu Chen, Lingfei Wu, Mohammed J. Zaki

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deep learning, reinforcement learning, graph neural networks, natural language processing, question generation

Jiarui Jin, Jiarui Qin, Yuchen Fang and

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

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recommender system, heterogeneous information network, neighborhood-based interaction

Yangxin Wu, Gengwei Zhang, Yiming Gao and

Xiajun Deng, Ke Gong, Xiaodan Liang, Liang Lin

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panoptic segmentation, graph reasoning, instance segmentation, semantic segmentation

Dazhong Shen, Chuan Qin, Chao Wang and

Zheng Dong, Hengshu Zhu, Hui Xiong

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deep learning, generative model, graph learning, interpretability

Saiping Guan, Xiaolong Jin, Jiafeng Guo and

Yuanzhuo Wang, Xueqi Cheng

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Knowledge Inference, NeuInfer, neural model, N-ary Facts

Rui Chen, Sanjeeb Dash, Tian Gao

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Probabilistic Methods, Graphical Models

Ye Liu, Yao Wan, Lifang He and

Hao Peng, Philip S. Yu

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Xiang Wang, Yingxin Wu, An Zhang and

Xiangnan He, Tat-Seng Chua

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deep learning, graph learning, interpretability

Yuzhang Liu, Peng Wang, Yingtai Li and

Yizhan Shao, Zhongkai Xu

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Jian Liu, Dianbo Sui, Kang Liu, Jun Zhao

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Lianzhe Huang, Xin Sun, Sujian Li and

Linhao Zhang, Houfeng Wang

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Bhushan Kotnis, Carolin Lawrence, Mathias Niepert

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Gaode Chen, Xinghua Zhang, Yanyan Zhao and

Cong Xue, Ji Xiang

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Data Mining, Recommender Systems, Big Data, Large-Scale Systems, Recommender Systems

Houyu Zhang, Zhenghao Liu, Chenyan Xiong, Zhiyuan Liu

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Grounded Generation, conversation model, ConceptFlow, knowledge-aware models

Lars Lorch, Jonas Rothfuss, Bernhard Schölkopf, Andreas Krause

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deep learning, generative model, graph learning, causality

Xiaoran Xu, Wei Feng, Yunsheng Jiang and

Xiaohui Xie, Zhiqing Sun, Zhi-Hong Deng

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knowledge graph reasoning, graph neural networks, attention mechanism

Shiquan Yang, Rui Zhang, Sarah Erfani

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representation graphs, end-to-end systems, learning framework, recurrent architecture

Kai Wang, Weizhou Shen, Yunyi Yang and

Xiaojun Quan, Rui Wang

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

Binyuan Hui, Ruiying Geng, Qiyu Ren and

Binhua Li, Yongbin Li, Jian Sun, Fei Huang, Luo Si, Pengfei Zhu, Xiaodan Zhu

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Songlin Dong, Xiaopeng Hong, Xiaoyu Tao and

Xinyuan Chang, Xing Wei, Yihong Gong

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Samuel Broscheit, Kiril Gashteovski, Yanjie Wang, Rainer Gemulla

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Open Prediction, open task, predicting facts, openlink prediction

Kuo-Yu Huang, Hen-Hsen Huang, Hsin-Hsi Chen

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Wei Zhang, Zeyuan Chen, Chao Dong and

Wen Wang, Hongyuan Zha, Jianyong Wang

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Karthi Natesan Ramamurthy, Bhanu Vinzamuri, Yunfeng Zhang, Amit Dhurandhar

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Hao Chen, Abhinav Shrivastava

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object detection, visual reasoning, attention, hierarchical reasoning

Shangqing Liu, Yu Chen, Xiaofei Xie and

Siow Jing Kai, Yang Liu

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Generation, Retrieval, Code Summarization, Graph Neural Network

Chong Chen, Weizhi Ma, Min Zhang and

Zhaowei Wang, Xiuqiang He, Chenyang Wang, Yiqun Liu, Shaoping Ma

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Lishan Huang, Zheng Ye, Jinghui Qin and

Liang Lin, Xiaodan Liang

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

Sankalp Garg, Aniket Bajpai, Mausam

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Planning, Control, and Multiagent Learning

Ziyang Wang, Wei Wei, Gao Cong and

Xiao-Li Li, Xian-Ling Mao, Minghui Qiu

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session-based recommendation, graph neural network, recommendation system

Kaixin Ma, Filip Ilievski, Jonathan Francis and

Yonatan Bisk, Eric Nyberg, Alessandro Oltramari

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