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Interacting with Non-Cooperative User: A New Paradigm for Proactive Dialogue Policy



Wenqiang Lei , Yao Zhang , Feifan Song , Hongru Liang , Jiaxin Mao , Jiancheng Lv , Zhenglu Yang , Tat-Seng Chua

* Accepted to SIGIR 2022 

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Modeling Temporal-Modal Entity Graph for Procedural Multimodal Machine Comprehension



Huibin Zhang , Zhengkun Zhang , Yao Zhang , Jun Wang , Yufan Li , Ning jiang , Xin wei , Zhenglu Yang

* Accepted by ACL-2022 

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HyperPELT: Unified Parameter-Efficient Language Model Tuning for Both Language and Vision-and-Language Tasks



Zhengkun Zhang , Wenya Guo , Xiaojun Meng , Yasheng Wang , Yadao Wang , Xin Jiang , Qun Liu , Zhenglu Yang


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Self-Supervised Learning for speech recognition with Intermediate layer supervision



Chengyi Wang , Yu Wu , Sanyuan Chen , Shujie Liu , Jinyu Li , Yao Qian , Zhenglu Yang

* Submitted to ICASSP 2022 

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UniMS: A Unified Framework for Multimodal Summarization with Knowledge Distillation



Zhengkun Zhang , Xiaojun Meng , Yasheng Wang , Xin Jiang , Qun Liu , Zhenglu Yang


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Fact-Tree Reasoning for N-ary Question Answering over Knowledge Graphs



Yao Zhang , Peiyao Li , Hongru Liang , Adam Jatowt , Zhenglu Yang

* 11 pages, 6 figures and 4 tables 

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A General Framework for Learning Prosodic-Enhanced Representation of Rap Lyrics



Hongru Liang , Haozheng Wang , Qian Li , Jun Wang , Guandong Xu , Jiawei Chen , Jin-Mao Wei , Zhenglu Yang


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Generalized Relation Learning with Semantic Correlation Awareness for Link Prediction



Yao Zhang , Xu Zhang , Jun Wang , Hongru Liang , Wenqiang Lei , Zhe Sun , Adam Jatowt , Zhenglu Yang

* Preprint of accepted AAAI2021 paper 

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GMH: A General Multi-hop Reasoning Model for KG Completion



Yao Zhang , Xu Zhang , Jun Wang , Hongru Liang , Adam Jatowt , Wenqiang Lei , Zhenglu Yang

* 11 pages, 5 figures and 4 tables 

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Multi-modal Summarization for Video-containing Documents



Xiyan Fu , Jun Wang , Zhenglu Yang

* 10 pages, 5 figures 

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