2019
- Cao Liu, Kang Liu, Shizhu He, Zaiqing Nie and Jun Zhao, Incorporating Interlocutor-Aware Context into Response Generation on Multi-Party Chatbots, To appear in Proceedings of CoNLL 2019.
- Cao Liu, Kang Liu, Shizhu He, Zaiqing Nie and Jun Zhao, Generating Questions for Knowledge Bases via Incorporating Diversified Contexts and Answer-Aware Loss, To appear in Proceedings of EMNLP 2019.
- Xiangrong Zeng,Shizhu He, Daojian Zeng, Kang Liu, Shengping Liu and Jun Zhao, Learning the Extraction Order of Multiple Relational Facts in a Sentence with Reinforcement Learning, To appear in Proceedings of EMNLP 2019.
- Cao Liu, Shizhu He, Kang Liu and Jun Zhao, Vocabulary Pyramid Network: Multi-Pass Encoding and Decoding with Multi-Level Vocabularies for Response Generation, To appear in Proceedings of ACL 2019.
- Xiang Zhang,Shizhu He, Kang Liu and Jun Zhao, AdaNSP: Uncertainty-driven Adaptive Decoding in Neural Semantic Parsing, To appear in Proceedings of ACL 2019.
- Shizhu He, Kang Liu and Weiting An, Learning to Align Question and Answer Utterances in Customer Service Conversation with Recurrent Pointer Networks, To appear in Proceedings of AAAI 2019.
2018
- Xiangrong Zeng, Daojian Zeng, Shizhu He, Kang Liu and Jun Zhao, Extracting Relational Facts by End-to-End Neural Model with Copy Mechanism, To appear in Proceedings of ACL 2018.
- Shizhu He*, Cao Liu*, Kang Liu and Jun Zhao, Curriculum Learning for Natural Answer Generation, To appear in Proceedings of IJCAI 2018.
- Xiangrong Zeng, Shizhu He, Kang Liu and Jun Zhao, Large Scaled Relation Extraction with Reinforcement Learning, To appear in Proceedings of AAAI 2018.
2017
- Cao Liu, Shizhu He, Kang Liu and Jun Zhao, Unsupervised Joint Entity Linking over Question Answering Pair with Global Knowledge, To appear in Proceedings of CCL 2017: 273-286.
- Shizhu He, Cao Liu, Kang Liu and Jun Zhao, Generating Natural Answer by Incorporating Copying and Retrieving Mechanisms in Sequence-to-Sequence Learning, To appear in Proceedings of ACL 2017, Vancouver, Canada, July 30-August 4. PDF Data
- Yanchao Hao, Yuanzhe Zhang, Shizhu He, Kang Liu and Jun Zhao, An End-to-End Model for Question Answering over Knowledge Base with Cross-Attention Combining Global Knowledge, To appear in Proceedings of ACL 2017, Vancouver, Canada, July 30-August 4. PDF
- Shangmin Guo, Xiangrong Zeng, Shizhu He, Kang Liu and Jun Zhao, Which is the Effective Way for Gaokao: Information Retrieval or Neural Networks?, in Proceedings of EACL 2017, Valencia, Spain, April, 3-7.PDF
2016
- Yuanzhe Zhang, Shizhu He, Kang Liu and Jun Zhao, A Joint Model for Question Answering over Multiple Knowledge Bases, in Proceedings of AAAI 2016, Phoenix, USA, February, 12-17.
- Siwei Lai, Kang Liu, Shizhu He, Jun Zhao, How to Generate a Good Word Embedding? IEEE Intelligent Systems. vol. 31, no. , pp. 5-14, Nov.-Dec. 2016
2015
- Kang Liu, Jun Zhao, Shizhu He and Yuanzhe Zhang, Questiong Answering over Knoweldge Base, a Nature Language Processing Special Issue in IEEE Transaction on Intelligent Systems, pp. 1541-1672.
- Shizhu He, Kang Liu and Jun Zhao, Learning to Represent Knowledge Graphs with Gaussian Embedding, in Proceedings of CIKM 2015, Melbourne, Astralia, October, 19-23.
- Guoliang Ji, Shizhu He, Liheng Xu, Kang Liu and Jun Zhao, Knowledge Graph Embedding via Dynamic Mapping Matrix, in Proceedings of ACL-IJCNLP 2015, Beijing, China, July, 26-29.
2014
- Shizhu He, Kang Liu, Yuanzhe Zhang and Jun Zhao, Questioning Answering over Linked Data Using Markov First-order Logic, in Proceedings of EMNLP 2014, Doha, Qatar, October, 25-29. PDF
- Shizhu He, Yuanzhe Zhang, Kang Liu and Jun Zhao, CASIA@V2: A MLN-based Question Answering System over Linked Data, in Proceedings of the fourth workshop on question answering over linked data (QALD-4) in CLEF 2014, Sheffield, UK, September, 15-18. PDF
2013
- Shizhu He, Shulin Liu, Yubo Chen, Guangyou Zhou, Kang Liu and Jun Zhao, CASIA@QALD-3: A Question Answering System over Linked Data, in Proceedings of the third workshop on question answering over linked data (QALD-3), co-locaed with CLEF 2013, Valencia, Spain, September, 23-26. PDF