Benyou Wang

Publications @ Google Scholar 

2019

  1. Benyou Wang*, Donghao Zhao*, Christina Lioma, Qiuchi Li, Peng Zhang, Jakob Grue Simonsen. Encoding word order in complex embeddings. ICLR 2019, Spotlight paper (acceptance rate: 6%)
  2. Qiuchi Li*, Benyou Wang*, Massimo Melucci. A Complex-valued Network for Matching. NAACL 2019, Best Explainable NLP Paper
  3. Benyou Wang. Dynamic content monitoring and exploration using vector spaces. SIGIR 2019 doctoral consortium. 
  4. Benyou Wang*, Qiuchi Li*, Massimo Melucci, Dawei Song. Semantic Hilbert Space for Text Representation Learning. WWW 2019
  5. Wei Zhao*, Benyou Wang*, Min Yang, Jianbo Ye, Zhou Zhao, Xiaojun Chen, Ying Shen.. Leveraging Long and Short-term Information in Content-aware Movie Recommendation via Adversarial Training. IEEE Transactions on Cybernetics (TOC), 2019 (IF: 8.803)
  6. Jianquan Li, Renfen Hu, Xiaokang Liu, Prayag Tiwari, Hari Mohan Pandey, Wei Chen, Benyou Wang #, Yaohong Jin, Kaicheng Yang A distant supervision method based on paradigmatic relations for learning word embeddings. Neural Computing and Applications, 2019 (IF: IF: 4.213)

2018

  1. Peng Zhang, Zhan Su, Lipeng Zhang, Benyou Wang , Dawei Song. 2018. A Quantum Many-body Wave Function Inspired Language Modeling Approach. CIKM 2018
  2. Li Qiuchi, Uprety Sagar, Wang Benyou , Song Dawei Quantum-inspired Complex Word Embedding, ACL 2018 3rd Workshop on Representation Learning for NLP , ACL 2018 RepL4NLP
  3. Yazhou Zhang, Dawei Song, Peng Zhang, Panpan Wang, Jingfei Li, Xiang Li, Benyou Wang A Quantum-Inspired Multimodal Sentiment Analysis Framework. Theoretical Computer Science 2018.
  4. Wei Zhao, Wang Benyou , Jianbo Ye, Yongqiang Gao, Min Yang, Xiaojun Chen, PLASTIC: Prioritize Long and Short-term Information in Top-n Recommendation using Adversarial Training, IJCAI 2018
  5. Wei Zhao, Wang Benyou , Jianbo Ye, Min Yang, Zhou Zhao, Ruotian Luo, Yu Qiao A Multi-task Learning Approach for Image Captioning, IJCAI 2018
  6. Wang Benyou, Wang Li. et al. TextZoo, a New Benchmark for Reconsidering Text Classification , in Arxiv. 2018. 
  7. Zhang Peng, Niu Jiabing, Su Zhan, Wang Benyou et al. End-to-End Quantum-like Language Models with Application to Question Answering AAAI 2018 

2017

  1. Zhao Wei, Wang Benyou et al. Leveraging Long and Short-term Information in Content-aware Movie Recommendation , in Arxiv. 2018. Zhihu link (in Chinses) 
  2. Su Zhan, Wang Benyou, Niu Jiabin, Tao Shuchang, Zhang Peng, Song Dawei. Enhanced Embedding based Attentive Pooling Network for Answer Selection. NLPCC 2017
  3. Wang Jun, Yu Lantao, Zhang Weinan, Gong Yu, Xu Yinghui, Wang Benyou , Zhang Peng, Zhang Dell. IRGAN: A Minimax Game for Unifying Generative and Discriminative Information Retrieval Models. SIGIR 2017. Best Paper Award Honourable Mentions . Zhihu link (in Chinses)
  4. Wang Benyou A Chinese Question Answering Approach Integrating Count-based and Embedding-based Features ,in Chinese, master thesis in Tianjin University 
  5. Li Jinfei. Wu Yue, Zhang Peng, Song Dawei, Wang Benyou. Learning to diversify web search results with a Document Repulsion Model. Information Sciences, 411, 136-150. 2017. (IF : 4.832)
  6. Zhang Shengnan, Hou Yuexian, Wang Benyou, Song Dawei. Regularizing Neural Networks via Retaining Confident Connections. Entropy , 19(7), 313. 2017. (IF : 1.821)
  7. Shang Zhenguo, Li Jinfei, Zhang Peng, Song Dawei, Wang Benyou. How Users Select Query Suggestions Under Different Satisfaction States? CCIR 2017 (pp. 93-105), Springer, Cham. July,2017.

2016

  1. Wang Benyou, Niu Jiabing, Ma Liqun, Zhang Yuhua, Zhang Lipeng, Li Jinfei, Zhang Peng Song, D. . A Chinese Question Answering Approach Integrating Count-Based and Embedding-Based Features. ICCPOL-NLPCC . December, 2016
  2. Wang Benyou, Zhang Peng, Li Jinfei, Song Dawei, Hou Yuexian, Shang Zhenguo. Exploration of quantum interference in document relevance judgement discrepancy. Entropy , 18(4), 144. 2016. (IF : 1.821)
  3. Zhang Peng, Li Jinfei, Wang Benyou, Zhao Xiaochao, Song Dawei, Hou Yuexian, Melucci, M. A Quantum Query Expansion Approach for Session Search. Entropy , 18(4), 146.2016. (IF : 1.821)

2015

  1. Chen Yongqiang, Zhang Peng, Song Dawei, Wang Benyou. A Real-Time Eye Tracking Based Query Expansion Approach via Latent Topic Modeling. CIKM 2015 (pp. 1719-1722). ACM. October, 2015

Book and book chapter

  1. Huang Xin, Wei zhao, Wang Benyou, Rui Zhao. Recommendation System and Deep Learning, Tsinghua University Press, in Chinese. Focusing on the chapters related "Learn to rank" and "Generative Adversarial Nets(GAN) for Recommendation". Online purchase link: JD and Dangdang. 
  2. Wang,B. , Emanuele Di, B., & Melucci, M.. Representing words in vector space and beyond . In A. Diederik, K. Andrei, M. Massimo, & T. Bourama (Eds.),Quantum-like models forinformation retrieval and decision-making. Springer.