Publications

Yiqun Yao, Verónica Pérez-Rosas, Mohamed Abouelenien, Mihai Burzo. MORSE: MultimOdal sentiment analysis for Real-life SEttings. In Proceedings of the 2020 International Conference on Multimodal Interaction (ICMI2020). [paper, video] [code]

Yiqun Yao, Jiaming Xu, Bo Xu. The World in My Mind: Visual Dialog with Adversarial Multi-modal Feature Encoding. 2019 Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL2019). [paper, video]

Yiqun Yao, Jiaming Xu, Feng Wang, Bo Xu. Cascaded Mutual Modulation for Visual Reasoning. 2018 Conference on Empirical Methods in Natural Language Processing (EMNLP2018). [paper, video] [code]

Yiqun Yao, Jiaming Xu, Jing Shi, Bo Xu. Learning to Activate Logic Rules for Textual Reasoning. Neural Networks, 2018, 106:42 – 49. [paper] [code]

Jing Shi, Jiaming Xu, Yiqun Yao, Bo Xu. Concept Learning through Deep Reinforcement Learning with Memory-Augmented Neural Networks. Neural Networks, 2019, 110:47 – 54.

Jiaming Xu, Jing Shi, Yiqun Yao, Suncong Zheng, Bo Xu, Bo Xu. Hierarchical Memory Networks for Answer Selection on Unknown Words. In Proceedings of the 26th International Conference on Computational Linguistics (COLING2016), pp: 2290-2299, Osaka, Japan.

Jing Shi, Jiaming Xu, Yiqun Yao, Suncong Zheng, Bo Xu. Combining Lexical and Semantic-based Features for Answer Sentence Selection. In Proceedings of the 26th International Conference on Computational Linguistics (COLING2016 workshop), pp: 30-38, Osaka, Japan.

Jiaming Xu, Suncong Zheng, Jing Shi, Yiqun Yao, Bo Xu. Ensemble of Feature Sets and Classification Methods for Stance Detection. In Proceedings of the 5th International Conference on Natural Language Processing and Chinese Computing (NLPCC2016), pp: 679-688, Kunming, China.

Ongoing

Yiqun Yao, Michalis Papakostas, Rada Mihalcea. Multi-modal Stress Detection using Emotion Recognition as an Auxiliary Task.

Ph.D Thesis

Yiqun Yao, Question Answering with Physical Environmental Information. Supervisor: Bo Xu; Co-Supervisor: Jiaming Xu. Institute of Automation, Chinese Academy of Sciences.