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面向非结构化文本的事件关系抽取关键技术研究 学位论文
工学博士, 中国科学院自动化研究所: 中国科学院自动化研究所, 2021
Authors:  左新宇
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自然语言处理  信息抽取  事件关系抽取  事件共指关系消解  事件因果关系识别  
基于篇章结构多任务学习的神经机器翻译 期刊论文
软件学报, 2021, 期号: Accept, 页码: Accept
Authors:  亢晓勉;  宗成庆
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神经机器翻译  篇章结构  多任务学习  篇章分析  
Efficient and High-quality Recommendations via Momentum-incorporated Parallel Stochastic Gradient Descent-Based Learning 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 2, 页码: 402-411
Authors:  Xin Luo;  Wen Qin;  Ani Dong;  Khaled Sedraoui;  MengChu Zhou
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Big data  industrial application  industrial data  latent factor analysis  machine learning  parallel algorithm  recommender system (RS)  stochastic gradient descent (SGD)  
A Graph-to-Sequence Learning Framework for Summarizing Opinionated Texts 期刊论文
IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 2021, 卷号: 29, 期号: 1, 页码: 1650-1660
Authors:  Wei, Penghui;  Zhao, Jiahao;  Mao, Wenji
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Opinionated text summarization  
Knowledge-Enriched Event Causality Identification via Latent Structure Induction Networks 会议论文
, Bangkok, Thailand (Online), August 1-6, 2021
Authors:  Pengfei Cao;  Xinyu Zuo;  Yubo Chen;  Kang Liu;  Jun Zhao;  Yuguang Chen;  Weihua Peng
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Dynamic Context Selection for Document-level Neural Machine Translation via Reinforcement Learning 会议论文
, Online, November 16–20, 2020
Authors:  Kang, Xiaomian;  Zhao, Yang;  Zhang, Jiajun;  Zong, Chengqing
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Docment-level NMT  Neural Machine Translation  Reinforcement Learning  Context Selection  
医疗问诊大数据机器学习模型与算法研究 学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2020
Authors:  张似衡
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医疗问诊  机器学习  卷积神经网络  注意力机制  知识推理  
Attend, Translate and Summarize: An Efficient Method for Neural Cross-Lingual Summarization 会议论文
, Online, 2020.7.5-2020.7.10
Authors:  Zhu, Junnan;  Zhou, Yu;  Zhang, Jiajun;  Zong, Chengqing
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Effective Inter-Clause Modeling for End-to-End Emotion-Cause Pair Extraction 会议论文
, Online, 2020-7
Authors:  Penghui Wei;  Jiahao Zhao;  Wenji Mao
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基于深度神经网络的媒体转载行为分析研究 学位论文
, 北京: 中国科学院大学, 2020
Authors:  姚日恒
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媒体转载行为  深度神经网络  转载预测  转载识别  群体分析