Publications

2022 (Works at JD AI Research)

• Composable Text Controls in Latent Space with ODEs. Guangyi Liu, Zeyu Feng, Yuan Gao, Zichao Yang, Xiaodan Liang, Junwei Bao, Xiaodong He, Shuguang Cui, Zhen Li, Zhiting Hu. Arxiv 2022.
• Mars: Semantic-aware Contrastive Learning for End-to-End Task-Oriented Dialog. Haipeng Sun, Junwei Bao*, et al. Arxiv 2022. 
• P³LM: Probabilistically Permuted Prophet Language Modeling for Generative Pre-Training. Junwei Bao*, et al. EMNLP 2022(Findings). 
• UniRPG: Unified Discrete Reasoning over Table and Text as Program Generation. Yongwei Zhou, Junwei Bao*, et al. EMNLP 2022. *Mentor.
• MuGER²: Multi-Granularity Evidence Retrieval and Reasoning for Hybrid Question Answering. Yingyao Wang, Junwei Bao*, et al. EMNLP 2022(Findings). *Mentor.
• CSS: Combining Self-training and Self-supervised Learning for Few-shot Dialogue State Tracking. Haoning Zhang, Junwei Bao*, et al. AACL 2022. *Corresponding Author.
• AutoQGS: Auto-Prompt for Low-Resource Knowledge-based Question Generation from SPARQL. Guanming Xiong, Junwei Bao*, et al. CIKM 2022. *Corresponding Author.
• LUNA: Learning Slot-Turn Alignment for Dialogue State Tracking. Jing Zhao, Yifan Wang, Junwei Bao*, Youzheng Wu, Xiaodong He. NAACL 2022. *Corresponding Author.
• OPERA: Operation-Pivoted Discrete Reasoning over Text. Yongwei Zhou, Junwei Bao*, et al. NAACL 2022. *Mentor.
• BORT: Back and Denoising Reconstruction for End-to-End Task-Oriented Dialog. Haipeng Sun, Junwei Bao*, Youzheng Wu, Xiaodong He. NAACL 2022(Findings). *Corresponding Author.
• Don’t Take It Literally: An Edit-Invariant Sequence Loss for Text Generation. Guangyi Liu, Zichao Yang, Tianhua Tao, Xiaodan Liang, Junwei Bao, et al. NAACL 2022. 
• Fine- and Coarse-Granularity Hybrid Self-Attention for Efficient BERT. Jing Zhao, Yifan Wang, Junwei Bao, Youzheng Wu, Xiaodong He. ACL 2022. Corresponding Author.
• A Roadmap for Big model. Chapter15: Application in Text Generation. Haoran Li, Junwei Bao, Yingwei Pan*, Xiaodong He. CoRR 2022. *Equal Contribution.

2020-2021 (Works at JD AI Research)

• RevCore: Review-Augmented Conversational Recommendation. Yu Lu, Junwei Bao*, et al.  ACL 2021(Findings). *Corresponding Author.
• RoR: Read-over-Read for Long Document Machine Reading Comprehension. Jing Zhao, Junwei Bao*, et al. EMNLP 2021(Findings). *Corresponding Author.
• SGG: Learning to Select, Guide, and Generate for Keyphrase Generation. Jing Zhao, Junwei Bao*,  Youzheng Wu, Xiaodong He, Bowen Zhou. NAACL 2021. *Corresponding Author.
• CUSTOM: Aspect-Oriented Product Summarization for E-Commerce. Jiahui Liang, Junwei Bao*, Yifan Wang, Youzheng Wu, Xiaodong He, Bowen Zhou. NLPCC 2021. *Corresponding Author.
• EviDR: Evidence-Emphasized Discrete Reasoning for Reasoning Machine Reading Comprehension. Yongwei Zhou, Junwei Bao*, et al. NLPCC 2021. *Mentor.
• CUGE: A Chinese Language Understanding and Generation Evaluation Benchmark. Yuan Yao,…,Junwei Bao, et al., CoRR 2021. 
• 技术重构社会供应链：未来科技趋势白皮书. 鲍军威 等. 京东技术JDD 2021.
• Learning to Decouple Relations: Few-Shot Relation Classification with EGA and CAT. Yingyao Wang, Junwei Bao*, et al. COLING 2020. *Mentor.

Before 2020 (Works with Undergraduate/M.S./Ph.D. Periods)

• Weakly Supervised Multi-task Learning for Semantic Parsing. Bo Shao, Yeyun Gong, Junwei Bao, Jianshu Ji, Guihong Cao, Xiaola Lin, Nan Duan. IJCAI 2019. 
• 基于知识的自动问答与问题生成的研究. 鲍军威. 导师：周明. 哈尔滨工业大学. 博士学位论文 2018.
• 基于序列到序列模型的文本到信息框生成的研究. 鲍军威，周明，赵铁军.  智能计算机与应用 2019.
• Text Generation from Tables. Junwei Bao, Duyu Tang, Nan Duan, Zhao Yan, Ming Zhou, Tiejun Zhao. TASLP 2019.
• Question Generation with Doubly-Adversarial Nets. Junwei Bao, Yeyun Gong, Nan Duan, Ming Zhou, Tiejun Zhao. TASLP 2018. 
• Table2Text: Describing Table Region with Natural Language. Junwei Bao, Duyu Tang, Nan Duan, Zhao Yan, Yuanhua Lv, Ming Zhou, Tiejun Zhao. AAAI 2018. 
• Response selection from unstructured documents for human-computer conversation systems. Zhao Yan, Nan Duan, Junwei Bao, Peng Chen, Ming Zhou, Zhoujun Li, Jianshe Zhou. KBS 2018. 
• Content-Based Table Retrieval for Web Queries. Zhao Yan, Duyu Tang, Nan Duan, Junwei Bao, Yuanhua Lv, Ming Zhou, Zhoujun Li. CoRR 2017. 
• An Information Retrieval Based Approach to Table-Based Question Answering. Junwei Bao, Nan Duan, Ming Zhou, Tiejun Zhao. NLPCC 2017. 
• Constraint-Based Question Answering with Knowledge Graph. Junwei Bao, Nan Duan, Zhao Yan, Ming Zhou, Tiejun Zhao. COLING 2016. 
• DocChat: An Information Retrieval Approach for Chatbot Engines Using Unstructured Documents. Zhao Yan, Nan Duan, Junwei Bao, Peng Chen, Ming Zhou, Zhoujun Li, Jianshe Zhou. ACL 2016. 
• Answering Questions with Complex Semantic Constraints on Open Knowledge Bases. Pengcheng Yin, Nan Duan, Ben Kao, Junwei Bao, Ming Zhou. CIKM 2015. 
• 基于知识的自动问答研究. 鲍军威. 导师：赵铁军. 哈尔滨工业大学. 硕士学位论文 2014.
• Knowledge-Based Question Answering as Machine Translation. Junwei Bao, Nan Duan, Ming Zhou, Tiejun Zhao. ACL 2014. 
• Query Rewriting Using Statistical Machine Translation. Junwei Bao, De Quan Zheng, Bing Xu, Tiejun Zhao. ICMLC 2013.