基本信息
庞亮  男  硕导  中国科学院计算技术研究所
电子邮件: pangliang@ict.ac.cn
通信地址: 北京市海淀区中关村科学院南路6号
邮政编码:

招生信息

   
招生专业
081202-计算机软件与理论
招生方向
自然语言处理
信息检索

教育背景

2012-09--2018-06   中国科学院大学   博士
2008-09--2012-06   华中科技大学   学士

工作经历

   
工作简历
2021-09~现在, 中国科学院计算技术研究所, 副研究员
2018-07~2021-09,中国科学院计算技术研究所, 助理研究员

教授课程

机器学习导论
网络数据挖掘

专利与奖励

   

出版信息

   
发表论文
(1) Sketch and Customize: A Counterfactual Story Generator, 2021, 
(2) Uncertainty Calibration for Ensemble-Based Debiasing Methods, 2021, 
(3) L2R2: Leveraging Ranking for Abductive Reasoning, 2021, 
(4) Transductive Learning for Unsupervised Text Style Transfer, 2021, 
(5) Match-Ignition: Plugging PageRank into Transformer for Long-form Text Matching, 2021, 第 1 作者
(6) Transformation Driven Visual Reasoning, 2021, 
(7) Knowledge Augmented Dialogue Generation with Divergent Facts Selection, KNOWLEDGE-BASED SYSTEMS, 2020, 第 5 作者
(8) 面向长答案的机器问答研究, 山西大学学报(自然科学版), 2020, 第 2 作者
(9) A Deep Look into neural ranking models for information retrieval, INFORMATION PROCESSING & MANAGEMENT, 2020, 第 3 作者
(10) SetRank: Learning a Permutation-Invariant Ranking Model for Information Retrieval, THIRTIETH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, 2020, 
(11) Modeling Topical Relevance for Multi-Turn Dialogue Generation, 57TH ANNUAL MEETING OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS (ACL 2019), 2020, 
(12) Wasserstein Distance Regularized Sequence Representation for Text Matching in Asymmetrical Domains, 57TH ANNUAL MEETING OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS (ACL 2019), 2020, 
(13) Ranking Enhanced Dialogue Generation, 57TH ANNUAL MEETING OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS (ACL 2019), 2020, 
(14) Beyond Language: Learning Commonsense from Images for Reasoning, 57TH ANNUAL MEETING OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS (ACL 2019), 2020, 
(15) HAS-QA: Hierarchical Answer Spans Model for Open-Domain Question Answering, THIRTY-THIRD AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE / THIRTY-FIRST INNOVATIVE APPLICATIONS OF ARTIFICIAL INTELLIGENCE CONFERENCE / NINTH AAAI SYMPOSIUM ON EDUCATIONAL ADVANCES IN ARTIFICIAL INTELLIGENCE, 2019, 第 1 作者
(16) 多段落中文阅读理解模型, Chinese Multi-paragraph Reading Comprehension Model, 模式识别与人工智能, 2019, 第 2 作者
(17) 创新构想话题生成, Generation of Creative Concept Topic, 山西大学学报:自然科学版, 2019, 第 3 作者
(18) 面向文本大数据的深度匹配模型研究, 2018, 第 1 作者
(19) Learning Visual Features from Snapshots for Web Search, CIKM'17: PROCEEDINGS OF THE 2017 ACM CONFERENCE ON INFORMATION AND KNOWLEDGE MANAGEMENT, 2017, 第 5 作者
(20) DeepRank: A New Deep Architecture for Relevance Ranking in Information Retrieval, CIKM'17: PROCEEDINGS OF THE 2017 ACM CONFERENCE ON INFORMATION AND KNOWLEDGE MANAGEMENT, 2017, 第 1 作者
(21) 用于文本分类的局部化双向长短时记忆, Local Bidirectional Long Short Term Memory for Text Classification, 中文信息学报, 2017, 第 5 作者
(22) 深度文本匹配综述, A Survey on Deep Text Matching, 计算机学报, 2017, 第 1 作者
(23) Image matting in the perception granular deep learning, KNOWLEDGE-BASED SYSTEMS, 2016, 第 2 作者
(24) A Deep Architecture for Semantic Matching with Multiple Positional Sentence Representations, THIRTIETH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, 2016, 第 5 作者
(25) SPAN: Understanding a Question with Its Support Answers, THIRTIETH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, 2016, 
(26) Text Matching as Image Recognition, THIRTIETH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, 2016, 第 1 作者
(27) Perception granular computing in visual haze-free task, EXPERT SYSTEMS WITH APPLICATIONS, 2014, 第 2 作者
(28) Perception granular computing in visual haze-free task, EXPERT SYSTEMS WITH APPLICATIONS, 2014, 第 2 作者
(29) Granular Computing in Visual Haze-Free Task, 2013 IEEE INTERNATIONAL CONFERENCE ON GRANULAR COMPUTING (GRC), 2013, 

科研活动

   
科研项目
( 1 ) 机器问答中的探索、推理和归纳机制研究, 主持, 国家级, 2020-01--2023-12
( 2 ) 结合检索和生成的多轮对话模型研究, 主持, 院级, 2020-03--2020-12
( 3 ) 融合因果知识的预训练语言模型, 主持, 院级, 2022-01--2022-12
参与会议
(1)Beyond Probability Ranking Principle: Modeling the Dependencies among Documents    2021-07-11
(2)Beyond Probability Ranking Principle: Modeling the Dependencies among Documents    2021-03-08