2022

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Complex-valued Neural Network-based Quantum Language Models
Peng Zhang | Wenjie Hui | Benyou Wang | Donghao Zhao | Dawei Song | Christina Lioma | Jakob Grue Simonsen
2022 Volume 40 Issue 4

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A bias-variance evaluation framework for information retrieval systems
Peng Zhang | Hui Gao | Zeting Hu | Meng Yang | Dawei Song | Jun Wang | Yuexian Hou | Bin Hu
2022 Volume 59 Issue 1

2020

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A Quantum Interference Inspired Neural Matching Model for Ad-hoc Retrieval
Yongyu Jiang | Peng Zhang | Hui Gao | Dawei Song
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, SIGIR 2020, Virtual Event, China, July 25-30, 2020

2019

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SCSS-LIE: A Novel Synchronous Collaborative Search System with a Live Interactive Engine
Junyan Wang | Peng Zhang | Cheng Zhang | Dawei Song
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2019, Paris, France, July 21-25, 2019

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MarlRank: Multi-agent Reinforced Learning to Rank
Shihao Zou | Zhonghua Li | Mohammad Akbari | Jun Wang | Peng Zhang
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019

2018

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A Study of Per-Topic Variance on System Comparison
Meng Yang | Peng Zhang | Dawei Song
The 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, SIGIR 2018, Ann Arbor, MI, USA, July 08-12, 2018

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A Quantum Many-body Wave Function Inspired Language Modeling Approach
Peng Zhang | Zhan Su | Lipeng Zhang | Benyou Wang | Dawei Song
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, CIKM 2018, Torino, Italy, October 22-26, 2018

doi dblp
Unsupervised Sentiment Analysis of Twitter Posts Using Density Matrix Representation
Yazhou Zhang | Dawei Song | Xiang Li | Peng Zhang
Advances in Information Retrieval - 40th European Conference on IR Research, ECIR 2018, Grenoble, France, March 26-29, 2018, Proceedings

2017

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A Distribution Separation Method Using Irrelevance Feedback Data for Information Retrieval
Peng Zhang | Qian Yu | Yuexian Hou | Dawei Song | Jingfei Li | Bin Hu
2017 Volume 8 Issue 3

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Understanding an enriched multidimensional user relevance model by analyzing query logs
Jingfei Li | Peng Zhang | Dawei Song | Yue Wu
2017 Volume 68 Issue 12

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IRGAN: A Minimax Game for Unifying Generative and Discriminative Information Retrieval Models
Jun Wang | Lantao Yu | Weinan Zhang | Yu Gong | Yinghui Xu | Benyou Wang | Peng Zhang | Dell Zhang
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, Shinjuku, Tokyo, Japan, August 7-11, 2017

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How Users Select Query Suggestions Under Different Satisfaction States?
Zhenguo Shang | Jingfei Li | Peng Zhang | Dawei Song | Benyou Wang
Information Retrieval - 23rd China conference, CCIR 2017, Shanghai, China, July 13-14, 2017, Proceedings

2016

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Learning to Improve Affinity Ranking for Diversity Search
Yue Wu | Jingfei Li | Peng Zhang | Dawei Song
Information Retrieval Technology - 12th Asia Information Retrieval Societies Conference, AIRS 2016, Beijing, China, November 30 - December 2, 2016, Proceedings

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SECC: A Novel Search Engine Interface with Live Chat Channel
Cheng Zhang | Peng Zhang | Jingfei Li | Dawei Song
Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, SIGIR 2016, Pisa, Italy, July 17-21, 2016

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Investigation of the Subjective Asymmetry of Social Interrelationship with Interactive Language
Bo Wang | Yanshu Yu | Peng Zhang
Proceedings of the 25th International Conference on World Wide Web, WWW 2016, Montreal, Canada, April 11-15, 2016, Companion Volume

2015

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A Query Expansion Approach Using Entity Distribution Based on Markov Random Fields
Rui Li | Linxue Hao | Xiaozhao Zhao | Peng Zhang | Dawei Song | Yuexian Hou
Information Retrieval Technology - 11th Asia Information Retrieval Societies Conference, AIRS 2015, Brisbane, QLD, Australia, December 2-4, 2015. Proceedings

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A Study of Collection-Based Features for Adapting the Balance Parameter in Pseudo Relevance Feedback
Ye Meng | Peng Zhang | Dawei Song | Yuexian Hou
Information Retrieval Technology - 11th Asia Information Retrieval Societies Conference, AIRS 2015, Brisbane, QLD, Australia, December 2-4, 2015. Proceedings

doi dblp
A Sequential Latent Topic-Based Readability Model for Domain-Specific Information Retrieval
Wenya Zhang | Dawei Song | Peng Zhang | Xiaozhao Zhao | Yuexian Hou
Information Retrieval Technology - 11th Asia Information Retrieval Societies Conference, AIRS 2015, Brisbane, QLD, Australia, December 2-4, 2015. Proceedings

doi dblp
Information Retrieval Technology - 11th Asia Information Retrieval Societies Conference, AIRS 2015, Brisbane, QLD, Australia, December 2-4, 2015. Proceedings

Information Retrieval Technology - 11th Asia Information Retrieval Societies Conference, AIRS 2015, Brisbane, QLD, Australia, December 2-4, 2015. Proceedings

doi dblp
Modeling Multi-query Retrieval Tasks Using Density Matrix Transformation
Qiuchi Li | Jingfei Li | Peng Zhang | Dawei Song
Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, Santiago, Chile, August 9-13, 2015

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A Real-Time Eye Tracking Based Query Expansion Approach via Latent Topic Modeling
Yongqiang Chen | Peng Zhang | Dawei Song | Benyou Wang
Proceedings of the 24th ACM International Conference on Information and Knowledge Management, CIKM 2015, Melbourne, VIC, Australia, October 19 - 23, 2015

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Document Boltzmann Machines for Information Retrieval
Qian Yu | Peng Zhang | Yuexian Hou | Dawei Song | Jun Wang
Advances in Information Retrieval - 37th European Conference on IR Research, ECIR 2015, Vienna, Austria, March 29 - April 2, 2015. Proceedings

2014

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Bias-variance analysis in estimating true query model for information retrieval
Peng Zhang | Dawei Song | Jun Wang | Yuexian Hou
2014 Volume 50 Issue 1

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A New Approach to Contextual Suggestions Based on Word2Vec
Yongqiang Chen | Zhenjun Tang | Xiaozhao Zhao | Dawei Song | Peng Zhang
Proceedings of The Twenty-Third Text REtrieval Conference, TREC 2014, Gaithersburg, Maryland, USA, November 19-21, 2014

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Personalizing Web Search Results Based on Subspace Projection
Jingfei Li | Dawei Song | Peng Zhang | Ji-Rong Wen | Zhicheng Dou
Information Retrieval Technology - 10th Asia Information Retrieval Societies Conference, AIRS 2014, Kuching, Malaysia, December 3-5, 2014. Proceedings

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Generalized Bias-Variance Evaluation of TREC Participated Systems
Peng Zhang | Linxue Hao | Dawei Song | Jun Wang | Yuexian Hou | Bin Hu
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, CIKM 2014, Shanghai, China, November 3-7, 2014

2013

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Optimization of an Integrated Model for Automatic Reduction and Expansion of Long Queries
Dawei Song | Yanjie Shi | Peng Zhang | Yuexian Hou | Bin Hu | Yuan Jia | Qiang Huang | Udo Kruschwitz | Anne N. De Roeck | Peter Bruza
Information Retrieval Technology - 9th Asia Information Retrieval Societies Conference, AIRS 2013, Singapore, December 9-11, 2013. Proceedings

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Using Dempster-Shafer's Evidence Theory for Query Expansion Based on Freebase Knowledge
Dazhao Pan | Peng Zhang | Jingfei Li | Dawei Song | Ji-Rong Wen | Yuexian Hou | Bin Hu | Yuan Jia | Anne N. De Roeck
Information Retrieval Technology - 9th Asia Information Retrieval Societies Conference, AIRS 2013, Singapore, December 9-11, 2013. Proceedings

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Bias-variance decomposition of ir evaluation
Peng Zhang | Dawei Song | Jun Wang | Yuexian Hou
The 36th International ACM SIGIR conference on research and development in Information Retrieval, SIGIR '13, Dublin, Ireland - July 28 - August 01, 2013

2012

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Information Retrieval Technology, 8th Asia Information Retrieval Societies Conference, AIRS 2012, Tianjin, China, December 17-19, 2012. Proceedings

Information Retrieval Technology, 8th Asia Information Retrieval Societies Conference, AIRS 2012, Tianjin, China, December 17-19, 2012. Proceedings

2011

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Investigating Query-Drift Problem from a Novel Perspective of Photon Polarization
Peng Zhang | Dawei Song | Xiaozhao Zhao | Yuexian Hou
Advances in Information Retrieval Theory - Third International Conference, ICTIR 2011, Bertinoro, Italy, September 12-14, 2011. Proceedings

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On Modeling Rank-Independent Risk in Estimating Probability of Relevance
Peng Zhang | Dawei Song | Jun Wang | Xiaozhao Zhao | Yuexian Hou
Information Retrieval Technology - 7th Asia Information Retrieval Societies Conference, AIRS 2011, Dubai, United Arab Emirates, December 18-20, 2011. Proceedings

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A Novel Re-ranking Approach Inspired by Quantum Measurement
Xiaozhao Zhao | Peng Zhang | Dawei Song | Yuexian Hou
Advances in Information Retrieval - 33rd European Conference on IR Research, ECIR 2011, Dublin, Ireland, April 18-21, 2011. Proceedings

2010

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A Study of Document Weight Smoothness in Pseudo Relevance Feedback
Peng Zhang | Dawei Song | Xiaochao Zhao | Yuexian Hou
Information Retrieval Technology - 6th Asia Information Retrieval Societies Conference, AIRS 2010, Taipei, Taiwan, December 1-3, 2010. Proceedings

2009

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Approximating true relevance distribution from a mixture model based on irrelevance data
Peng Zhang | Yuexian Hou | Dawei Song
Proceedings of the 32nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2009, Boston, MA, USA, July 19-23, 2009