面向热门争议话题的基于社交网络文本与结构的层次观点挖掘研究

61772132
2017
F0211.信息检索与社会计算
周德宇
面上项目
教授
东南大学
65万元
情感分析;观点挖掘;社交网络;信息抽取;概率图模型
2018-01-01到2021-12-31
  • 中英文摘要
  • 结题摘要
  • 结题报告
  • 项目成果
  • 项目参与人
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序号 标题 类型 作者
1 A Neural Group-wise Sentiment Analysis Model with Data Sparsity Awareness 会议论文 Deyu Zhou;Meng Zhang;Linhai Zhang;Yulan He
2 A Divide-And-Conquer Approach for Multi-label Multi-hop Relation Detection in Knowledge Base Question Answering 会议论文 Deyu Zhou;Yanzhen Xiang;Linhai Zhang
3 An Interpretable Neural Network with Topical Information for Relevant Emotion Ranking 会议论文 Yang Yang;Deyu Zhou;Yulan He
4 A Multi-label Multi-hop Relation Detection Model based on Relation-aware Sequence Generation 会议论文 Linhai Zhang;Deyu Zhou;Chao Lin;Yulan He
5 Neural Temporal Opinion Modelling for Opinion Prediction on Twitter 会议论文 Lixing Zhu;Yulan He;Deyu Zhou
6 Storyline extraction from news articles with dynamic dependency 期刊论文 Linsen Guo;Deyu Zhou;Yulan He;Haiyang Xu
7 Implicit Sentiment Analysis with Event-centered Text Representation 会议论文 Deyu Zhou;Jianan Wang;Yulan He
8 Hidden topic-emotion transition model for multi-level social emotion detection 期刊论文 Donglei Tang;Zhikai Zhang;Yulan He;Chao Lin;Deyu Zhou
9 Neural Topic Modeling with Cycle-Consistent Adversarial Training 会议论文 Xuemeng Hu;Rui Wang;Deyu Zhou;Yuxuan Xiong
10 MERL: Multimodal Event Representation Learning in Heterogeneous Embedding Spaces 会议论文 Linhai Zhang;Deyu Zhou;Yulan He;Zeng Yan
11 Neural Topic Modeling by Incorporating Document Relationship Graph 会议论文 Deyu Zhou;Xuemeng Hu;Rui Wang
12 Interpretable Relevant Emotion Ranking with Event-Driven Attention 会议论文 Yang Yang;Deyu Zhou;Yulan He;Meng Zhang
13 Neural Topic Modeling with Bidirectional Adversarial Training 会议论文 Rui Wang;Deyu Zhou;Yulan He;Chengcheng Ye
14 A Bayesian end-to-end model with estimated uncertainties for simple question answering over knowledge bases 期刊论文 Linhai Zhang;Chao Lin;Deyu Zhou;Yulan He
15 Beyond Text: Incorporating Metadata and Label Structure for Multi-Label Document Classification using Heterogeneous Graphs 会议论文 Chenchen Ye;Linhai Zhang;Yulan He;Deyu Zhou
16 Topic-Driven and Knowledge-Aware Transformer for Dialogue Emotion Detection 会议论文 Lixing Zhu;Gabriele Pergola;Lin Gui;Deyu Zhou;Yulan He
17 Hierarchical state recurrent neural network for social emotion ranking 期刊论文 Deyu Zhou;Meng Zhang;Yang Yang;Yulan He
18 Optimising topic coherence with Weighted Po'lya Urn scheme 期刊论文 Rui Wang;Deyu Zhou;Yulan He
19 A Neural Generative Model for Joint Learning Topics and Topic-Specific Word Embeddings 期刊论文 Lixing Zhu;Yulan He;Deyu Zhou
20 Unsupervised latent event representation learning and storyline extraction from news articles based on neural networks 期刊论文 Jiasheng Si;Linsen Guo;Deyu Zhou
21 Neural Storyline Extraction Model for Storyline Generation from News Articles 会议论文 Deyu Zhou;Linsen Guo;Yulan He
22 Relevant Emotion Ranking from Text Constrained with Emotion Relationships 会议论文 Deyu Zhou;Yang Yang;Yulan He
23 A Survey on Opinion Mining: From Stance to Product Aspect 期刊论文 Rui Wang;Deyu Zhou;Jiasheng Si;Yang Yang;Mingmin Jiang
24 ATM: Adversarial-neural Topic Model 期刊论文 Rui Wang;Deyu Zhou;Yulan He
25 Topic-Aware Evidence Reasoning and Stance-Aware Aggregation for Fact Verification 会议论文 Jiashen Si;Deyu Zhou;Tongzhe Li
26 GraspSnooker: Automatic Chinese Commentary Generation for Snooker Videos 会议论文 Zhaoyue Sun;Jiaze Chen;Hao Zhou;Deyu Zhou
27 Open Event Extraction from Online Text using a Generative Adversarial Network 会议论文 Rui Wang;Deyu Zhou;Yulan He
28 Hierarchical viewpoint discovery from tweets using Bayesian modelling 期刊论文 Lixing Zhu;Yulan He;Deyu Zhou
29 Neural opinion dynamics model for the prediction of user-level stance dynamics 期刊论文 Lixing Zhu;Yulan He;Deyu Zhou
30 Health issue identification in social media based on multi-task hierarchical neural networks with topic attention 期刊论文 Jiale Yuan;Deyu Zhou;Jiasheng Si
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