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publications
A Real-Time Eye Tracking Based Query Expansion Approach via Latent Topic Modeling
Published in CIKM, 2015
Eye-track assisted query expansion in real-time system
Recommended citation: Chen Yongqiang, Zhang Peng, Song Dawei, Wang Benyou. (2015). "A Real-Time Eye Tracking Based Query Expansion Approach via Latent Topic Modeling." CIKM 2015. pp. 1719-1722. https://dl.acm.org/citation.cfm?id=2806602
A Quantum Query Expansion Approach for Session Search.
Published in Entropy, 2016
Quantum-inspired query expansion
Recommended citation: Zhang Peng, Li Jinfei, Wang Benyou, Zhao Xiaochao, Song Dawei, Hou Yuexian, Melucci, M.. (2016). "A Quantum Query Expansion Approach for Session Search." Entropy. 18(4), 144. http://www.mdpi.com/1099-4300/18/4/146/pdf
Exploration of quantum interference in document relevance judgement discrepancy. Modeling
Published in Entropy, 2016
Explore the quantum-like phenomenon in information retrieval
Recommended citation: Wang Benyou, Zhang Peng, Li Jinfei, Song Dawei, Hou Yuexian, Shang Zhenguo. (2016). "Exploration of quantum interference in document relevance judgement discrepancy.." Entropy. 18(4), 144. http://www.mdpi.com/1099-4300/18/4/144/pdf
Learning to diversify web search results with a Document Repulsion Model.
Published in Information Sciences, 2016
Diversity in IR
Recommended citation: Li Jinfei. Wu Yue, Zhang Peng, Song Dawei, Wang Benyou. (2017). "Learning to diversify web search results with a Document Repulsion Model." Information Sciences. 411, 136-150. http://www.sciencedirect.com/science/article/pii/S0020025517307363
Regularizing Neural Networks via Retaining Confident Connections
Published in Entropy, 2016
a new data-driven dropout strategy via information geometry
Recommended citation: Zhang Shengnan, Hou Yuexian, Wang Benyou, Song Dawei. (2016). "Regularizing Neural Networks via Retaining Confident Connections." Entropy. 19(7), 313. http://www.mdpi.com/1099-4300/19/7/313/pdf
How Users Select Query Suggestions Under Different Satisfaction States?.
Published in CCIR, 2017
Eye-track IR
Recommended citation: Shang Zhenguo, Li Jinfei, Zhang Peng, Song Dawei, Wang Benyou. (2018). "How Users Select Query Suggestions Under Different Satisfaction States?." CCIR. pp. 93-105 https://link.springer.com/chapter/10.1007/978-3-319-68699-8_8
End-to-End Quantum-like Language Models with Application to Question Answering.
Published in AAAI, 2018
First end-2-end model in Quantum IR
Recommended citation: Zhang Peng, Niu Jiabing, Su Zhan, Wang Benyou et al. (2018). "End-to-End Quantum-like Language Models with Application to Question Answering." AAAI. ../papers/aaai-2018.pdf
How Users Select Query Suggestions Under Different Satisfaction States?.
Published in NLPCC, 2017
A model in QA task
Recommended citation: Su Zhan, Wang Benyou, Niu Jiabin, Tao Shuchang, Zhang Peng, Song Dawei. (2017). "Enhanced Embedding based Attentive Pooling Network for Answer Selection." NLPCC. ../papers/nlpcc2017.pdf
IRGAN: A Minimax Game for Unifying Generative and Discriminative Information Retrieval Models.
Published in SIGIR, 2018
Best Paper Award Honorable Mentions, three full-score reviews
Recommended citation: Wang Jun, Yu Lantao, Zhang Weinan, Gong Yu, Xu Yinghui, Wang Benyou , Zhang Peng, Zhang Dell. (2018). "IRGAN: A Minimax Game for Unifying Generative and Discriminative Information Retrieval Models." SIGIR. https://arxiv.org/pdf/1705.10513.pdf
talks
Conference Proceeding talk 3 on Relevant Topic in Your Field
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TextZOO, a new Benchmark to Reconsidering Text Classification
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teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
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Teaching experience 2
Workshop, University 1, Department, 2015
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