2021

Zhou, Deyu, Zhang, Meng, Yang, Yang and He, Yulan (2021) Hierarchical state recurrent neural network for social emotion ranking. Computer Speech & Language, 68 . 101177. doi:10.1016/j.csl.2020.101177

Zhang, Linhai, Lin, Chao, Zhou, Deyu, He, Yulan and Zhang, Meng (2021) A Bayesian end-to-end model with estimated uncertainties for simple question answering over knowledge bases. Computer Speech & Language, 66 . 101167. doi:10.1016/j.csl.2020.101167

2020

Lu, Junru, Pergola, Gabriele, Gui, Lin, Li, Binyang and He, Yulan (2020) CHIME : Cross-passage hierarchical memory network for generative review question answering. In: The 28th International Conference on Computational Linguistics, Virtual conference, 8-13 Dec 2020 (In Press)

Zhu, Lixing, He, Yulan and Deyu, Zhou (2020) Neural temporal opinion modelling for opinion prediction on Twitter. In: Annual Meeting of the Association for Computational Linguistics (2020), Online, 6–8 Jul 2020. Published in: Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics pp. 3804-3810.

Gui, Lin, Jia, Leng, Zhou, Jiyun, Xu, Ruifeng and He, Yulan (2020) Multi-task learning with mutual learning for joint sentiment classification and topic detection. IEEE Transactions on Knowledge and Data Engineering . doi:10.1109/TKDE.2020.2999489

Batra, Vishwas, Haldar, Aparajita, He, Yulan, Ferhatosmanoglu, Hakan, Vogiatzis, George and Guha, Tanaya (2020) Variational recurrent sequence-to-sequence retrieval for stepwise illustration. In: Advances in Information Retrieval : 42nd European Conference on IR Research, ECIR 2020, Lisbon, Portugal, April 14–17, 2020, Proceedings, Part I. Lecture Notes in Computer Science, 12035 . Springer, pp. 50-64. ISBN 9783030454388 (In Press)

Zeng, Jichuan, Li, Jing, He, Yulan, Gao, Cuiyun, Lyu, Michael and King, Irwin (2020) What changed your mind : the roles of dynamic topics and discourse in argumentation process. In: The Web Conference 2020, Taipei, 20-24 Apr 2020

Liang, Bin, Yin, Rongdi, Gui, Lin, Du, Jiachen, He, Yulan and Xu, Ruifeng (2020) Aspect-invariant sentiment feature learning : adversarial multi-task learning for aspect-based sentiment analysis. In: 28th ACM International Conference on Information and Knowledge Management (CIKM), Online, 18-23 Oct 2020. Published in: Proceedings of the 28th ACM International Conference on Information and Knowledge Management (CIKM) (In Press)

Wang, Rui, Hu, Xuemeng, Zhou, Deyu, He, Yulan, Xiong, Yuxuan, Ye, Chenchen and Xu, Haiyang (2020) Neural topic modeling with bidirectional adversarial training. In: The 58th annual meeting of the Association for Computational Linguistics (ACL), Virtual conference, 5-10 Jul 2020. Published in: Proceedings of The 58th annual meeting of the Association for Computational Linguistics (ACL) pp. 340-350. ISBN 9781952148255.

Zhu, Lixing, He, Yulan and Zhou, Deyu (2020) A neural generative model for joint learning topics and topic-specific word embeddings. Transactions of the Association for Computational Linguistics, 8 . pp. 471-485. doi:10.1162/tacl_a_00326

2019

Wang, Rui, Zhou, Deyu and He, Yulan (2019) ATM : Adversarial-neural topic model. Information Processing & Management, 56 (6). 102098. doi:10.1016/j.ipm.2019.102098

Pergola, Gabriele, Gui, Lin and He, Yulan (2019) TDAM: a topic-dependent attention model for sentiment analysis. Information Processing & Management, 56 (6). 102084. doi:10.1016/j.ipm.2019.102084

Yang, Yang, Zhou, Deyu, He, Yulan and Zhang, Meng (2019) Interpretable relevant emotion ranking with event-driven attention. In: 2019 Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP), Hong Kong, China, 3-7 Nov 2019

Wang, Rui, Zhou, Deyu and He, Yulan (2019) Open event extraction from online text using a generative adversarial network. In: 2019 Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing, Hong Kong, China, 3-7 Nov 2019

Zhu, Lixing, He, Yulan and Zhou, Deyu (2019) Neural opinion dynamics model for the prediction of user-level stance dynamics. Information Processing & Management . doi:10.1016/j.ipm.2019.03.010 (In Press)

Du, Jiachen, Gui, Lin, He, Yulan, Xu, Ruifeng and Wang, Xuan (2019) Convolution-based neural attention with applications to sentiment classification. IEEE Access, 7 . 27983 -27992. doi:10.1109/ACCESS.2019.2900335

Zeng, Jichuan, Li, Jing, He, Yulan, Gao, Cuiyun, Lyu, Michael and King, Irwin (2019) What you say and how you say it : joint modeling of topics and discourse in microblog conversations. Transactions of the Association for Computational Linguistics . (In Press)

Gui, Lin, Leng, Jia, Pergola, Gabriele, Zhou, Yu, Xu, Ruifeng and He, Yulan (2019) Neural topic model with reinforcement learning. In: 2019 Conference on Empirical Methods in Natural Language Processing, Hong Kong, 3-7 Nov 2019 (In Press)

Zhu, Lixing, He, Yulan and Zhou, Deyu (2019) Hierarchical viewpoint discovery from tweets using Bayesian modelling. Expert Systems with Applications, 116 . pp. 430-438. doi:10.1016/j.eswa.2018.09.028

2018

Tang, Donglei, Zhang, Zhikai, He, Yulan, Lin, Chao and Zhou, Deyu (2018) Hidden topic–emotion transition model for multi-level social emotion detection. Knowledge-Based Systems . doi:10.1016/j.knosys.2018.11.014 (In Press)

Zhou, Deyu, Zhang, Zhikai, Zhang, Min-Ling and He, Yulan (2018) Weakly supervised POS tagging without disambiguation. ACM Transactions on Asian and Low-Resource Language Information Processing, 17 (4). 35. doi:10.1145/3214707

Zhou, Deyu, Miao, Lei and He, Yulan (2018) Position-aware deep multi-task learning for drug–drug interaction extraction. Artificial Intelligence in Medicine, 87 . pp. 1-8. doi:10.1016/j.artmed.2018.03.001

Zhao, Wayne Xin, Zhang, Wenhui, He, Yulan, Xie, Xing and Wen, Ji-Rong (2018) Automatically learning topics and difficulty levels of problems in online judge systems. ACM Transactions on Information Systems, 36 (3). pp. 1-34. 27. doi:10.1145/3158670

Bai, Ting, Zhao, Xin, He, Yulan, Nie, Jian-Yun and Wen, Ji-Rong (2018) Characterizing and predicting early reviewers for effective product marketing on e-commerce websites. IEEE Transactions on Knowledge and Data Engineering . doi:10.1109/TKDE.2018.2821671 (In Press)

2017

Du, Jiachen, Xu, Ruifeng, He, Yulan and Gui, Lin (2017) Stance classification with target-specific neural attention networks. In: Twenty-Sixth International Joint Conference on Artificial Intelligence (IJCAI), Melbourne, 19-25 Aug 2017. Published in: Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence (IJCAI) pp. 3988-3994. ISBN 9780999241103. doi:10.24963/ijcai.2017/557

2016

Zhao, Wayne Xin, Li, Sui, He, Yulan, Chang, Edward Y., Wen, Ji-Rong and Li, Xiaoming (2016) Connecting social media to e-commerce : cold-start product recommendation using microblogging information. IEEE Transactions on Knowledge and Data Engineering, 28 (5). pp. 1147-1159. doi:10.1109/TKDE.2015.2508816

Zhao, Wayne Xin, Wang, Jinpeng, He, Yulan, Wen, Ji-Rong, Chang, Edward Y. and Li, Xiaoming (2016) Mining product adopter information from online reviews for improving product recommendation. ACM Transactions on Knowledge Discovery from Data (TKDD), 10 (3). pp. 1-23. 29. doi:10.1145/2842629

Saif, Hassan, He, Yulan, Fernandez, Miriam and Alani, Harith (2016) Contextual semantics for sentiment analysis of Twitter. Information Processing & Management, 52 (1). pp. 5-19. doi:10.1016/j.ipm.2015.01.005

2015

Zhao, Wayne Xin, Wang, Jinpeng, He, Yulan, Nie, Jian-Yun, Wen, Ji-Rong and Li, Xiaoming (2015) Incorporating social role theory into topic models for social media content analysis. IEEE Transactions on Knowledge and Data Engineering, 27 (4). pp. 1032-1044. doi:10.1109/TKDE.2014.2359672

Zhou, Deyu, Chen, Liangyu and He, Yulan (2015) An unsupervised framework of exploring events on Twitter : filtering, extraction and categorization. In: Twenty-Ninth AAAI Conference on Artificial Intelligence (AAAI), Austin, 25-29 Jan 2015. Published in: Proceedings of Twenty-Ninth AAAI Conference on Artificial Intelligence (AAAI) pp. 2468-2474.

2014

Zhao, Xin Wayne, Guo, Yanwei, He, Yulan, Jiang, Han, Wu, Yuexin and Li, Xiaoming (2014) We know what you want to buy : a demographic-based system for product recommendation on microblogs. In: 20th ACM SIGKDD international conference on Knowledge discovery and data mining, New York, USA, 24-27 Aug 2014. Published in: KDD '14 Proceedings of the 20th ACM SIGKDD international conference on Knowledge discovery and data mining pp. 1935-1944. ISBN 9781450329569. doi:10.1145/2623330.2623351