基于深度学习的个性化搜索技术研究

61872370
2018
F0211.信息检索与社会计算
窦志成
面上项目
教授
中国人民大学
63万元
用户建模;Web信息检索;深度学习;神经信息检索;个性化搜索
2019-01-01到2022-12-31
  • 中英文摘要
  • 结题摘要
  • 结题报告
  • 项目成果
  • 项目参与人
查看更多信息请先登录或注册
查看更多信息请先登录或注册
查看更多信息请先登录或注册
重置
序号 标题 类型 作者
1 Clarifying Ambiguous Keywords with Personal Word Embeddings for Personalized Search 期刊论文 Jing Yao;Zhicheng Dou;Ji-Rong Wen
2 Pre-training for Ad-hoc Retrieval: Hyperlink is Also You Need 会议论文 Zhengyi Ma;Zhicheng Dou;Wei Xu;Xinyu Zhang;Hao Jiang;Zhao Cao;Ji-Rong Wen
3 Generating Clarifying Questions with Web Search Results 会议论文 Ziliang Zhao;Zhicheng Dou;Jiaxin Mao;Ji-Rong Wen
4 One Chatbot Per Person: Creating Personalized Chatbots based on Implicit User Profiles 会议论文 Zhengyi Ma;Zhicheng Dou;Yutao Zhu;Hanxun Zhong;Ji-Rong Wen
5 Knowledge Enhanced Search Result Diversification 会议论文 Zhan Su;Zhicheng Dou;Yutao Zhu;Ji-Rong Wen
6 PSTIE: Time Information Enhanced Personalized Search 会议论文 Ma Zhengyi;Dou Zhicheng;Bian Guanyue;Wen Ji-Rong
7 Proactive Retrieval-based Chatbots based on Relevant Knowledge and Goals 会议论文 Yutao Zhu;Jian-Yun Nie;Kun Zhou;Pan Du;Hao Jiang;Zhicheng Dou
8 Heterogeneous Graph based Context-aware Document Ranking 会议论文 Shuting Wang;Zhicheng Dou;Yutao Wang
9 基于记忆网络的个性化搜索方法及系统 专利 窦志成;文继荣
10 基于递归神经网络与注意力机制的动态个性化搜索算法 期刊论文 周雨佳;窦志成;葛松玮;文继荣
11 一种基于强化学习的个性化搜索方法 专利 窦志成;姚菁;文继荣
12 一种基于联邦学习增强隐私保护的个性化搜索系统 专利 窦志成;姚菁;文继荣
13 一个基于记忆神经网络的对话式信息检索的方法 专利 窦志成;文继荣
14 GDESA: Greedy Diversity Encoder with Self-Attention for Search Results Diversification 期刊论文 Xubo Qin;Zhicheng Dou;Yutao Zhu;Ji-Rong Wen
15 RLPS: A Reinforcement Learning-Based Framework for Personalized Search 期刊论文 Jing Yao;Zhicheng Dou;Jun Xu;Ji-Rong Wen
16 Enhancing User Behavior Sequence Modeling by Generative Tasks for Session Search 会议论文 Haonan Chen;Zhicheng Dou;Yutao Zhu;Zhao Cao;Xiaohua Cheng;Ji-Rong Wen
17 Contrastive Learning of User Behavior Sequence for Context-Aware Document Ranking 会议论文 Yutao Zhu;Jian-Yun Nie;Zhicheng Dou;Zhengyi Ma;Xinyu Zhang;Pan Du;Xiaochen Zuo;Hao Jiang
18 Socialformer: Social Network Inspired Long Document Modeling for Document Ranking 会议论文 Zhou Yujia;Dou Zhicheng;Yuan Huaying;Ma Zhengyi
19 Less is More: Learning to Refine Dialogue History for Personalized Dialogue Generation 会议论文 Zhong Hanxun;Dou Zhicheng;Zhu Yutao;Qian Hongjin;Wen Ji-Rong
20 FedPS: A Privacy Protection Enhanced Personalized Search Framework 会议论文 Jing Yao;Zhicheng Dou;Ji-Rong Wen
21 Improving Personalized Search with Dual-Feedback Network 会议论文 Chenlong Deng;Yujia Zhou;Zhicheng Dou
22 RLPer: A Reinforcement Learning Model for Personalized Search 会议论文 Yao Jing;Dou Zhicheng;Xu Jun;Wen Ji-Rong
23 PSGAN: A minimax game for personalized search with limited and noisy click data 会议论文 Shuqi Lu;Zhicheng Dou;Jun Xu;Jian-Yun Nie;Ji-Rong Wen
24 Curriculum Contrastive Context Denoising for Few-shot Conversational Dense Retrieval 会议论文 Kelong Mao;Zhicheng Dou;Hongjin Qian
25 一种基于生成式对抗网络的搜索结果多样化方法 专利 窦志成;刘炯楠
26 对话生成方法和装置 专利 窦志成;朱余韬;文继荣
27 一种采用PCC对话模型的单用户个性化对话方法和系统 专利 窦志成;郭宇
28 一个利用实体信息增强个性化检索效果的搜索方法 专利 窦志成
29 一种全局交互与贪心选择相结合的搜索结果多样化系统 专利 窦志成;秦绪博
30 一种基于上下文表示学习的性化搜索方法 专利 窦志成;周雨佳
31 Enhancing Re-finding Behavior with External Memories for Personalized Search 会议论文 Yujia Zhou;Zhicheng Dou;Ji-Rong Wen
32 A Category-aware Multi-interest Model for Personalized Product Search 会议论文 Jiongnan Liu;Zhicheng Dou;Qiannan Zhu;Ji-Rong Wen
33 Employing Personal Word Embeddings for Personalized Search 会议论文 Jing Yao;Zhicheng Dou;Ji-Rong Wen
34 From Easy to Hard: A Dual Curriculum Learning Framework for Context-Aware Document Ranking 会议论文 Yutao Zhu;Jian-Yun Nie;Yixuan Su;Haonan Chen;Xinyu Zhang;Zhicheng Dou
35 搜索结果多样化研究综述 期刊论文 窦志成;秦绪博;文继荣
36 Learning Implicit User Profile for Personalized Retrieval-Based Chatbot 会议论文 Hongjin Qian;Zhicheng Dou;Yutao Zhu;Yueyuan Ma;Ji-Rong Wen
37 Integrating Representation and Interaction for Context-aware Document Ranking 期刊论文 Haonan Chen;Zhicheng Dou;Qiannan Zhu;Xiaochen Zuo;Ji-Rong Wen
38 Pchatbot: A Large-Scale Dataset for Personalized Chatbot 会议论文 Qian Hongjin;Li Xiaohe;Zhong Hanxun;Guo Yu;Ma Yueyuan;Zhu Yutao;Liu Zhanliang;Dou Zhicheng;Wen Ji-Rong
39 Knowledge Enhanced Personalized Search 会议论文 Shuqi Lu;Zhicheng Dou;Chenyan Xiong;Xiaojie Wang;Ji-Rong Wen
40 一种基于自注意力网络的搜索结果多样化方法 专利 窦志成;秦绪博
41 一种基于交互匹配的个性化搜索系统 专利 窦志成;邴庆禹
42 一种基于语义表示的个性化检索式对话方法和系统 专利 窦志成;马跃元;文继荣
43 一种基于长短时记忆信息的个性化对话生成方法和系统 专利 窦志成;李小禾
44 一种时间信息增强的个性化搜索算法 专利 窦志成;马正一
45 DVGAN: A Minimax Game for Search Result Diversification Combining Explicit and Implicit Features 会议论文 Jiongnan Liu;Zhicheng Dou;Xiaojie Wang;Shuqi Lu;Ji-Rong Wen
46 Encoding History with Context-aware Representation Learning for Personalized Search 会议论文 Yujia Zhou;Zhicheng Dou;Ji-Rong Wen
47 Diversifying Search Results using Self-Attention Network 会议论文 Xubo Qin;Zhicheng Dou;Ji-Rong Wen
48 Improving Session Search by Modeling Multi-Granularity Historical Query Change 会议论文 Xiaochen Zuo;Zhicheng Dou;Ji-Rong Wen
49 MCP: Self-supervised Pre-training for Personalized Chatbots with Multi-level Contrastive Sampling 会议论文 Zhaoheng Huang;Zhicheng Dou;Yutao Zhu;Zhengyi Ma
50 一种基于用户对话历史的个性化对话生成方法和系统 专利 窦志成;文继荣
51 一种利用个人词向量消除关键词歧义的个性化搜索模型 专利 窦志成;姚菁;文继荣
52 一种基于记忆神经网络的个性化对话方法和系统 专利 窦志成;钟函汛;文继荣
53 USER: A Unified Information Search and Recommendation Model based on Integrated Behavior Sequence 会议论文 Jing Yao;Zhicheng Dou;Ruobing Xie;Yanxiong Lu;Zhiping Wang;Ji-Rong Wen
54 Leveraging Multi-Token Entities in Document-Level Named Entity Recognition 会议论文 Anwen Hu;Zhicheng Dou;Jian Yun Nie;Ji Rong Wen
55 Group based Personalized Search by Integrating Search Behaviour and Friend Network 会议论文 Yujia Zhou;Zhicheng Dou;Bingzheng Wei;Ruobing Xie;Ji-Rong Wen
56 Enhancing Potential Re-finding in Personalized Search with Hierarchical Memory Networks 期刊论文 Yujia Zhou;Zhicheng Dou;Ji-Rong Wen
57 Neural Sentence Ordering Based on Constraint Graphs 会议论文 Yutao Zhu;Kun Zhou;Jian-Yun Nie;Shengchao Liu;Zhicheng Dou
58 Webformer: Pre-training with Web Pages for Information Retrieval 会议论文 Yu Guo;Zhengyi Ma;Jiaxin Mao;Hongjin Qian;Xinyu Zhang;Hao Jiang;Zhao Cao;Zhicheng Dou
59 Modeling Intent Graph for Search Result Diversification 会议论文 Zhan Su;Zhicheng Dou;Yutao Zhu;Xubo Qin;Ji-Rong Wen
60 Explicit Query Rewriting for Conversational Dense Retrieval 会议论文 Hongjin Qian;Zhicheng Dou
61 ConvTrans: Transforming Web Search Sessions for Conversational Dense Retrieval 会议论文 Kelong Mao;Zhicheng Dou;Hongjin Qian;Fengran Mo;Xiaohua Cheng;Zhao Cao
62 PSSL: Self-Supervised Learning for Personalized Search with Contrastive Sampling 会议论文 Yujia Zhou;Zhicheng Dou;Yutao Zhu;Ji-Rong Wen
查看更多信息请先登录或注册