基于文本表示学习的金融市场行情预测方法研究

61702137
2017
F0211.信息检索与社会计算
丁效
青年科学基金项目
副研究员
哈尔滨工业大学
25万元
文本表示学习;预测模型;文本挖掘;金融市场;大数据
2018-01-01到2020-12-31
  • 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 Constructing narrative event evolutionary graph for script event prediction 会议论文 Zhongyang Li;Xiao Ding;Ting Liu
2 Generating Reasonable and Diversified Story Ending Using Sequence to Sequence Model with Adversarial Training 会议论文 Zhongyang Li;Xiao Ding;Ting Liu
3 Domain Adaptation via Tree Kernel Based Maximum Mean Discrepancy for User Consumption Intention Identification 会议论文 Xiao Ding;Bibo Cai;Ting Liu;Qiankun Shi
4 Modeling Event Background for If-Then Commonsense Reasoning Using Context-aware Variational Autoencoder 会议论文 Li Du;Xiao Ding;Ting Liu;Zhongyang Li
5 事件表示学习综述 期刊论文 廖阔;丁效;秦兵;刘挺;黄虎杰
6 Learning Multi-Domain Adversarial Neural Networks for Text Classification 期刊论文 Ding Xiao;Shi Qiankun;Cai Bibo;Liu Ting;Zhao Yanyan;Ye Qiang
7 A language-independent neural network for event detection 期刊论文 Feng Xiaocheng;Qin Bing;Liu Ting
8 TEND: A Target-Dependent Representation Learning Framework for News Document 期刊论文 Duan Junwen;Ding Xiao;Zhang Yue;Liu Ting
9 Learning Sentence Representations over Tree Structures for Target-Dependent Classification 会议论文 Junwen Duan;Xiao Ding;Ting Liu
10 Story ending prediction by transferable BERT 会议论文 Zhongyang Li;Xiao Ding;Ting Liu
11 Collective entity linking: a random walk-based perspective 期刊论文 Liu Ming;Zhao Yanyan;Qin Bing;Liu Ting
12 A Multi-View-Based Collective Entity Linking Method 期刊论文 Liu Ming;Gong Gu;Qin Bing;Liu Ting
13 Event representation learning enhanced with external commonsense knowledge 会议论文 Xiao Ding;Kuo Liao;Ting Liu;Zhongyang Li;Junwen Duan
14 Guided Generation of Cause and Effect 会议论文 Zhongyang Li;Xiao Ding;Ting Liu;J. Edward Hu;Benjamin Van Durme
15 Learning Target-Specific Representations of Financial News Documents For Cumulative Abnormal Return Prediction 会议论文 Junwen Duan;Yue Zhang;Xiao Ding;Ching-Yun Chang;Ting Liu
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