Siqi Bao

According to our database, Siqi Bao authored at least 36 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Towards Building an Open-Domain Dialogue System Incorporated With Internet Memes.

Hua Lu, Zhen Guo, Chanjuan Li, Yunyi Yang, Huang He, Siqi Bao

IEEE ACM Trans. Audio Speech Lang. Process., 2024

Learning to Select External Knowledge With Multi-Scale Negative Sampling.

Huang He, Hua Lu, Siqi Bao, Fan Wang, Hua Wu, Zheng-Yu Niu, Haifeng Wang

IEEE ACM Trans. Audio Speech Lang. Process., 2024

2023

Query Enhanced Knowledge-Intensive Conversation via Unsupervised Joint Modeling.

Mingzhu Cai, Siqi Bao, Xin Tian, Huang He, Fan Wang, Hua Wu

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Towards Boosting the Open-Domain Chatbot with Human Feedback.

Hua Lu, Siqi Bao, Huang He, Fan Wang, Hua Wu, Haifeng Wang

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022

PLATO-K: Internal and External Knowledge Enhanced Dialogue Generation.

Siqi Bao, Huang He, Jun Xu, Hua Lu, Fan Wang, Hua Wu, Han Zhou, Wenquan Wu, Zheng-Yu Niu, Haifeng Wang

CoRR, 2022

SINC: Service Information Augmented Open-Domain Conversation.

Han Zhou, Xinchao Xu, Wenquan Wu, Zhengyu Niu, Hua Wu, Siqi Bao, Fan Wang, Haifeng Wang

CoRR, 2022

Deep learning-based advances and applications for single-cell RNA-sequencing data analysis.

Siqi Bao, Ke Li, Congcong Yan, Zicheng Zhang, Jia Qu, Meng Zhou

Briefings Bioinform., 2022

PLATO-XL: Exploring the Large-scale Pre-training of Dialogue Generation.

Siqi Bao, Huang He, Fan Wang, Hua Wu, Haifeng Wang, Wenquan Wu, Zhihua Wu, Zhen Guo, Hua Lu, Xinxian Huang, Xin Tian, Xinchao Xu, Yingzhan Lin, Zheng-Yu Niu

Proceedings of the Findings of the Association for Computational Linguistics: AACL-IJCNLP 2022, 2022

Q-TOD: A Query-driven Task-oriented Dialogue System.

Xin Tian, Yingzhan Lin, Mengfei Song, Siqi Bao, Fan Wang, Huang He, Shuqi Sun, Hua Wu

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

2021

TOD-DA: Towards Boosting the Robustness of Task-oriented Dialogue Modeling on Spoken Conversations.

Xin Tian, Xinxian Huang, Dongfeng He, Yingzhan Lin, Siqi Bao, Huang He, Liankai Huang, Qiang Ju, Xiyuan Zhang, Jian Xie, Shuqi Sun, Fan Wang, Hua Wu, Haifeng Wang

CoRR, 2021

Amendable Generation for Dialogue State Tracking.

Xin Tian, Liankai Huang, Yingzhan Lin, Siqi Bao, Huang He, Yunyi Yang, Hua Wu, Fan Wang, Shuqi Sun

CoRR, 2021

PLATO-XL: Exploring the Large-scale Pre-training of Dialogue Generation.

Siqi Bao, Huang He, Fan Wang, Hua Wu, Haifeng Wang, Wenquan Wu, Zhihua Wu, Zhen Guo, Hua Lu, Xinxian Huang, Xin Tian, Xinchao Xu, Yingzhan Lin, Zhengyu Niu

CoRR, 2021

A Unified Pre-training Framework for Conversational AI.

Siqi Bao, Bingjin Chen, Huang He, Xin Tian, Han Zhou, Fan Wang, Hua Wu, Haifeng Wang, Wenquan Wu, Yingzhan Lin

CoRR, 2021

Learning to Select External Knowledge with Multi-Scale Negative Sampling.

Huang He, Hua Lu, Siqi Bao, Fan Wang, Hua Wu, Zhengyu Niu, Haifeng Wang

CoRR, 2021

Computational recognition of lncRNA signature of tumor-infiltrating B lymphocytes with potential implications in prognosis and immunotherapy of bladder cancer.

Meng Zhou, Zicheng Zhang, Siqi Bao, Ping Hou, Congcong Yan, Jianzhong Su, Jie Sun

Briefings Bioinform., 2021

Mechanistically derived patient-level framework for precision medicine identifies a personalized immune prognostic signature in high-grade serous ovarian cancer.

Hengqiang Zhao, Shanshan Gu, Siqi Bao, Congcong Yan, Zicheng Zhang, Ping Hou, Meng Zhou, Jie Sun

Briefings Bioinform., 2021

Computational principles and practice for decoding immune contexture in the tumor microenvironment.

Zicheng Zhang, Siqi Bao, Congcong Yan, Ping Hou, Meng Zhou, Jie Sun

Briefings Bioinform., 2021

Machine learning-based integrative analysis of methylome and transcriptome identifies novel prognostic DNA methylation signature in uveal melanoma.

Ping Hou, Siqi Bao, Dandan Fan, Congcong Yan, Jianzhong Su, Jia Qu, Meng Zhou

Briefings Bioinform., 2021

Familia: A Configurable Topic Modeling Framework for Industrial Text Engineering.

Di Jiang, Yuanfeng Song, Rongzhong Lian, Siqi Bao, Jinhua Peng, Huang He, Hua Wu, Chen Zhang, Lei Chen

Proceedings of the Database Systems for Advanced Applications, 2021

PLATO-2: Towards Building an Open-Domain Chatbot via Curriculum Learning.

Siqi Bao, Huang He, Fan Wang, Hua Wu, Haifeng Wang, Wenquan Wu, Zhen Guo, Zhibin Liu, Xinchao Xu

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

2020

Computational identification of mutator-derived lncRNA signatures of genome instability for improving the clinical outcome of cancers: a case study in breast cancer.

Siqi Bao, Hengqiang Zhao, Jian Yuan, Dandan Fan, Zicheng Zhang, Jianzhong Su, Meng Zhou

Briefings Bioinform., 2020

TopicOcean: An Ever-Increasing Topic Model With Meta-learning.

Yuanfeng Song, Yongxin Tong, Siqi Bao, Di Jiang, Hua Wu, Raymond Chi-Wing Wong

Proceedings of the 20th IEEE International Conference on Data Mining, 2020

PLATO: Pre-trained Dialogue Generation Model with Discrete Latent Variable.

Siqi Bao, Huang He, Fan Wang, Hua Wu, Haifeng Wang

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019

PLATO: Pre-trained Dialogue Generation Model with Discrete Latent Variable.

Siqi Bao, Huang He, Fan Wang, Hua Wu

CoRR, 2019

DAL: Dual Adversarial Learning for Dialogue Generation.

Shaobo Cui, Rongzhong Lian, Di Jiang, Yuanfeng Song, Siqi Bao, Yong Jiang

CoRR, 2019

Know More about Each Other: Evolving Dialogue Strategy via Compound Assessment.

Siqi Bao, Huang He, Fan Wang, Rongzhong Lian, Hua Wu

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018

3D Randomized Connection Network With Graph-Based Label Inference.

Siqi Bao, Pei Wang, Tony C. W. Mok, Albert C. S. Chung

IEEE Trans. Image Process., 2018

Familia: A Configurable Topic Modeling Framework for Industrial Text Engineering.

Di Jiang, Yuanfeng Song, Rongzhong Lian, Siqi Bao, Jinhua Peng, Huang He, Hua Wu

CoRR, 2018

Multi-scale structured CNN with label consistency for brain MR image segmentation.

Siqi Bao, Albert C. S. Chung

Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2018

3D Deep Affine-Invariant Shape Learning for Brain MR Image Segmentation.

Zhou He, Siqi Bao, Albert C. S. Chung

Proceedings of the Deep Learning in Medical Image Analysis - and - Multimodal Learning for Clinical Decision Support, 2018

2017

Feature Sensitive Label Fusion With Random Walker for Atlas-Based Image Segmentation.

Siqi Bao, Albert C. S. Chung

IEEE Trans. Image Process., 2017

Familia: An Open-Source Toolkit for Industrial Topic Modeling.

Di Jiang, Zeyu Chen, Rongzhong Lian, Siqi Bao, Chen Li

CoRR, 2017

3D Randomized Connection Network with Graph-Based Inference.

Siqi Bao, Pei Wang, Albert C. S. Chung

Proceedings of the Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support, 2017

2016

Label inference encoded with local and global patch priors.

Siqi Bao, Albert C. S. Chung

Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

A unified framework for atlas-based segmentation with forward deformation and label refinement.

Siqi Bao, Albert C. S. Chung

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

2014

Label Inference with Registration and Patch Priors.

Siqi Bao, Albert C. S. Chung

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014