Bowen Zhou

According to our database, Bowen Zhou authored at least 50 papers between 2019 and 2023.

Collaborative distances:

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

2023

Federated User Modeling from Hierarchical Information.

Qi Liu, Jinze Wu, Zhenya Huang, Hao Wang, Yuting Ning, Ming Chen, Enhong Chen, Jinfeng Yi, Bowen Zhou

ACM Trans. Inf. Syst., April, 2023

Trustworthy AI: From Principles to Practices.

Bo Li, Peng Qi, Bo Liu, Shuai Di, Jingen Liu, Jiquan Pei, Jinfeng Yi, Bowen Zhou

ACM Comput. Surv., 2023

2021

SCaLa: Supervised Contrastive Learning for End-to-End Automatic Speech Recognition.

Li Fu, Xiaoxiao Li, Runyu Wang, Zhengchen Zhang, Youzheng Wu, Xiaodong He, Bowen Zhou

CoRR, 2021

The JDDC 2.0 Corpus: A Large-Scale Multimodal Multi-Turn Chinese Dialogue Dataset for E-commerce Customer Service.

Nan Zhao, Haoran Li, Youzheng Wu, Xiaodong He, Bowen Zhou

CoRR, 2021

Joint System-Wise Optimization for Pipeline Goal-Oriented Dialog System.

Zichuan Lin, Jing Huang, Bowen Zhou, Xiaodong He, Tengyu Ma

CoRR, 2021

Conversational AI Systems for Social Good: Opportunities and Challenges.

Peng Qi, Jing Huang, Youzheng Wu, Xiaodong He, Bowen Zhou

CoRR, 2021

Hierarchical Personalized Federated Learning for User Modeling.

Jinze Wu, Qi Liu, Zhenya Huang, Yuting Ning, Hao Wang, Enhong Chen, Jinfeng Yi, Bowen Zhou

Proceedings of the WWW '21: The Web Conference 2021, 2021

EviDR: Evidence-Emphasized Discrete Reasoning for Reasoning Machine Reading Comprehension.

Yongwei Zhou, Junwei Bao, Haipeng Sun, Jiahui Liang, Youzheng Wu, Xiaodong He, Bowen Zhou, Tiejun Zhao

Proceedings of the Natural Language Processing and Chinese Computing, 2021

CUSTOM: Aspect-Oriented Product Summarization for E-Commerce.

Jiahui Liang, Junwei Bao, Yifan Wang, Youzheng Wu, Xiaodong He, Bowen Zhou

Proceedings of the Natural Language Processing and Chinese Computing, 2021

SGG: Learning to Select, Guide, and Generate for Keyphrase Generation.

Jing Zhao, Junwei Bao, Yifan Wang, Youzheng Wu, Xiaodong He, Bowen Zhou

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

Graph Ensemble Learning over Multiple Dependency Trees for Aspect-level Sentiment Classification.

Xiaochen Hou, Peng Qi, Guangtao Wang, Rex Ying, Jing Huang, Xiaodong He, Bowen Zhou

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

Neural Kalman Filtering for Speech Enhancement.

Wei Xue, Gang Quan, Chao Zhang, Guohong Ding, Xiaodong He, Bowen Zhou

Proceedings of the IEEE International Conference on Acoustics, 2021

Improving Prosody Modelling with Cross-Utterance Bert Embeddings for End-to-End Speech Synthesis.

Guanghui Xu, Wei Song, Zhengchen Zhang, Chao Zhang, Xiaodong He, Bowen Zhou

Proceedings of the IEEE International Conference on Acoustics, 2021

Dian: Duration Informed Auto-Regressive Network for Voice Cloning.

Wei Song, Xin Yuan, Zhengchen Zhang, Chao Zhang, Youzheng Wu, Xiaodong He, Bowen Zhou

Proceedings of the IEEE International Conference on Acoustics, 2021

Conversational Query Rewriting with Self-Supervised Learning.

Hang Liu, Meng Chen, Youzheng Wu, Xiaodong He, Bowen Zhou

Proceedings of the IEEE International Conference on Acoustics, 2021

RoR: Read-over-Read for Long Document Machine Reading Comprehension.

Jing Zhao, Junwei Bao, Yifan Wang, Yongwei Zhou, Youzheng Wu, Xiaodong He, Bowen Zhou

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

K-PLUG: Knowledge-injected Pre-trained Language Model for Natural Language Understanding and Generation in E-Commerce.

Song Xu, Haoran Li, Peng Yuan, Yujia Wang, Youzheng Wu, Xiaodong He, Ying Liu, Bowen Zhou

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

Learn to Copy from the Copying History: Correlational Copy Network for Abstractive Summarization.

Haoran Li, Song Xu, Peng Yuan, Yujia Wang, Youzheng Wu, Xiaodong He, Bowen Zhou

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Incremental Learning for End-to-End Automatic Speech Recognition.

Li Fu, Xiaoxiao Li, Libo Zi, Zhengchen Zhang, Youzheng Wu, Xiaodong He, Bowen Zhou

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2021

Open Temporal Relation Extraction for Question Answering.

Chao Shang, Peng Qi, Guangtao Wang, Jing Huang, Youzheng Wu, Bowen Zhou

Proceedings of the 3rd Conference on Automated Knowledge Base Construction, 2021

2020

Graph Sequential Network for Reasoning over Sequences.

Ming Tu, Jing Huang, Xiaodong He, Bowen Zhou

CoRR, 2020

The JDDC Corpus: A Large-Scale Multi-Turn Chinese Dialogue Dataset for E-commerce Customer Service.

Meng Chen, Ruixue Liu, Lei Shen, Shaozu Yuan, Jingyan Zhou, Youzheng Wu, Xiaodong He, Bowen Zhou

Proceedings of The 12th Language Resources and Evaluation Conference, 2020

Sound Event Localization and Detection Based on Multiple DOA Beamforming and Multi-Task Learning.

Wei Xue, Ying Tong, Chao Zhang, Guohong Ding, Xiaodong He, Bowen Zhou

Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020

Efficient WaveGlow: An Improved WaveGlow Vocoder with Enhanced Speed.

Wei Song, Guanghui Xu, Zhengchen Zhang, Chao Zhang, Xiaodong He, Bowen Zhou

Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020

Multimodal Joint Attribute Prediction and Value Extraction for E-commerce Product.

Tiangang Zhu, Yue Wang, Haoran Li, Youzheng Wu, Xiaodong He, Bowen Zhou

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Learning to Predict Charges for Legal Judgment via Self-Attentive Capsule Network.

Yuquan Le, Congqing He, Meng Chen, Youzheng Wu, Xiaodong He, Bowen Zhou

Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020

On the Faithfulness for E-commerce Product Summarization.

Peng Yuan, Haoran Li, Song Xu, Youzheng Wu, Xiaodong He, Bowen Zhou

Proceedings of the 28th International Conference on Computational Linguistics, 2020

Learning to Decouple Relations: Few-Shot Relation Classification with Entity-Guided Attention and Confusion-Aware Training.

Yingyao Wang, Junwei Bao, Guangyi Liu, Youzheng Wu, Xiaodong He, Bowen Zhou, Tiejun Zhao

Proceedings of the 28th International Conference on Computational Linguistics, 2020

Self-Attention Guided Copy Mechanism for Abstractive Summarization.

Song Xu, Haoran Li, Peng Yuan, Youzheng Wu, Xiaodong He, Bowen Zhou

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

Orthogonal Relation Transforms with Graph Context Modeling for Knowledge Graph Embedding.

Yun Tang, Jing Huang, Guangtao Wang, Xiaodong He, Bowen Zhou

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

Select, Answer and Explain: Interpretable Multi-Hop Reading Comprehension over Multiple Documents.

Ming Tu, Kevin Huang, Guangtao Wang, Jing Huang, Xiaodong He, Bowen Zhou

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Aspect-Aware Multimodal Summarization for Chinese E-Commerce Products.

Haoran Li, Peng Yuan, Song Xu, Youzheng Wu, Xiaodong He, Bowen Zhou

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Zero-Shot Text-to-SQL Learning with Auxiliary Task.

Shuaichen Chang, Pengfei Liu, Yun Tang, Jing Huang, Xiaodong He, Bowen Zhou

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Selective Attention Based Graph Convolutional Networks for Aspect-Level Sentiment Classification.

Xiaochen Hou, Jing Huang, Guangtao Wang, Kevin Huang, Xiaodong He, Bowen Zhou

CoRR, 2019

Relation Module for Non-answerable Prediction on Question Answering.

Kevin Huang, Yun Tang, Jing Huang, Xiaodong He, Bowen Zhou

CoRR, 2019

Multiple instance learning with graph neural networks.

Ming Tu, Jing Huang, Xiaodong He, Bowen Zhou

CoRR, 2019

Reliable Weakly Supervised Learning: Maximize Gain and Maintain Safeness.

Lan-Zhe Guo, Yufeng Li, Ming Li, Jinfeng Yi, Bowen Zhou, Zhi-Hua Zhou

CoRR, 2019

Towards adversarial learning of speaker-invariant representation for speech emotion recognition.

Ming Tu, Yun Tang, Jing Huang, Xiaodong He, Bowen Zhou

CoRR, 2019

Fast Unsupervised Location Category Inference from Highly Inaccurate Mobility Data.

Jinfeng Yi, Qi Lei, Wesley M. Gifford, Ji Liu, Junchi Yan, Bowen Zhou

Proceedings of the 2019 SIAM International Conference on Data Mining, 2019

Automated Thematic and Emotional Modern Chinese Poetry Composition.

Xiaoyu Guo, Meng Chen, Yang Song, Xiaodong He, Bowen Zhou

Proceedings of the Natural Language Processing and Chinese Computing, 2019

Direct-Path Signal Cross-Correlation Estimation for Sound Source Localization in Reverberation.

Wei Xue, Ying Tong, Guohong Ding, Chao Zhang, Tao Ma, Xiaodong He, Bowen Zhou

Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019

Speaker Diarization with Lexical Information.

Tae Jin Park, Kyu Jeong Han, Jing Huang, Xiaodong He, Bowen Zhou, Panayiotis G. Georgiou, Shrikanth Narayanan

Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019

Multi-Stride Self-Attention for Speech Recognition.

Kyu Jeong Han, Jing Huang, Yun Tang, Xiaodong He, Bowen Zhou

Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019

Improving the Robustness of Deep Neural Networks via Adversarial Training with Triplet Loss.

Pengcheng Li, Jinfeng Yi, Bowen Zhou, Lijun Zhang

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

On the Convergence and Robustness of Adversarial Training.

Yisen Wang, Xingjun Ma, James Bailey, Jinfeng Yi, Bowen Zhou, Quanquan Gu

Proceedings of the 36th International Conference on Machine Learning, 2019

Universal Stagewise Learning for Non-Convex Problems with Convergence on Averaged Solutions.

Zaiyi Chen, Zhuoning Yuan, Jinfeng Yi, Bowen Zhou, Enhong Chen, Tianbao Yang

Proceedings of the 7th International Conference on Learning Representations, 2019

Deep Speaker Embedding Learning with Multi-level Pooling for Text-independent Speaker Verification.

Yun Tang, Guohong Ding, Jing Huang, Xiaodong He, Bowen Zhou

Proceedings of the IEEE International Conference on Acoustics, 2019

Relation Module for Non-Answerable Predictions on Reading Comprehension.

Kevin Huang, Yun Tang, Jing Huang, Xiaodong He, Bowen Zhou

Proceedings of the 23rd Conference on Computational Natural Language Learning, 2019

Multi-hop Reading Comprehension across Multiple Documents by Reasoning over Heterogeneous Graphs.

Ming Tu, Guangtao Wang, Jing Huang, Yun Tang, Xiaodong He, Bowen Zhou

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

End-to-End Structure-Aware Convolutional Networks for Knowledge Base Completion.

Chao Shang, Yun Tang, Jing Huang, Jinbo Bi, Xiaodong He, Bowen Zhou

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019