Dehong Ma

25 papers A* 5B 1C 1Misc 2Journal 8Unranked 8
YearRankTypeTitle / Venue / Authors
2025 A* conf
MA4DIV: Multi-Agent Reinforcement Learning for Search Result Diversification.
WWW
Yiqun Chen, Jiaxin Mao, Yi Zhang, Dehong Ma, Long Xia, Jun Fan, Daiting Shi, Zhicong Cheng, Simiu Gu, Dawei Yin
2025 J jnl
PRADA: Pre-Train Ranking Models With Diverse Relevance Signals Mined From Search Logs.
IEEE Trans. Knowl. Data Eng.
Shuting Wang, Zhicheng Dou, Kexiang Wang, Dehong Ma, Jun Fan, Daiting Shi, Zhicong Cheng, Simiu Gu, Dawei Yin, Ji-Rong Wen
2024 J jnl
MA4DIV: Multi-Agent Reinforcement Learning for Search Result Diversification.
CoRR
Yiqun Chen, Jiaxin Mao, Yi Zhang, Dehong Ma, Long Xia, Jun Fan, Daiting Shi, Zhicong Cheng, Simiu Gu, Dawei Yin
2024 — conf
UEGP: Unified Expert-Guided Pre-training for Knowledge Rekindle.
NAACL-HLT (Findings)
Yutao Mou, Kexiang Wang, Jianhe Lin, Dehong Ma, Jun Fan, Daiting Shi, Zhicong Cheng, Simiu Gu, Dawei Yin, Weiran Xu
2023 J jnl
Pre-trained Language Model-based Retrieval and Ranking for Web Search.
ACM Trans. Web
Lixin Zou, Weixue Lu, Yiding Liu, Hengyi Cai, Xiaokai Chu, Dehong Ma, Daiting Shi, Yu Sun, Zhicong Cheng, Simiu Gu, Shuaiqiang Wang, Dawei Yin
2022 Misc conf
A Question-Oriented Propagation Network for News Reading Comprehension.
ICASSP
Liang Wen, Houfeng Wang, Dehong Ma, Jun Fan, Yingwei Luo, Xiaolin Wang, Daiting Shi, Zhicong Cheng, Dawei Yin
2022 — conf
PILE: Pairwise Iterative Logits Ensemble for Multi-Teacher Labeled Distillation.
EMNLP (Industry Track)
Lianshang Cai, Linhao Zhang, Dehong Ma, Jun Fan, Daiting Shi, Yi Wu, Zhicong Cheng, Simiu Gu, Dawei Yin
2022 J jnl
PILE: Pairwise Iterative Logits Ensemble for Multi-Teacher Labeled Distillation.
CoRR
Lianshang Cai, Linhao Zhang, Dehong Ma, Jun Fan, Daiting Shi, Yi Wu, Zhicong Cheng, Simiu Gu, Dawei Yin
2021 — conf
Do It Once: An Embarrassingly Simple Joint Matching Approach to Response Selection.
ACL/IJCNLP (Findings)
Linhao Zhang, Dehong Ma, Sujian Li, Houfeng Wang
2021 B conf
EAD: An Efficient Anomaly Detection Algorithm for Multivariate Time Series.
ICTAI
Dehong Ma, Bo Ding, Dawei Feng, Hui Liu
2021 A* conf
Pre-trained Language Model based Ranking in Baidu Search.
KDD
Lixin Zou, Shengqiang Zhang, Hengyi Cai, Dehong Ma, Suqi Cheng, Shuaiqiang Wang, Daiting Shi, Zhicong Cheng, Dawei Yin
2021 J jnl
Pre-trained Language Model based Ranking in Baidu Search.
CoRR
Lixin Zou, Shengqiang Zhang, Hengyi Cai, Dehong Ma, Suqi Cheng, Daiting Shi, Shuaiqiang Wang, Zhicong Cheng, Dawei Yin
2020 A* conf
Graph LSTM with Context-Gated Mechanism for Spoken Language Understanding.
AAAI
Linhao Zhang, Dehong Ma, Xiaodong Zhang, Xiaohui Yan, Houfeng Wang
2019 — conf
Exploring Sequence-to-Sequence Learning in Aspect Term Extraction.
ACL (1)
Dehong Ma, Sujian Li, Fangzhao Wu, Xing Xie, Houfeng Wang
2019 — conf
Text Level Graph Neural Network for Text Classification.
EMNLP/IJCNLP (1)
Lianzhe Huang, Dehong Ma, Sujian Li, Xiaodong Zhang, Houfeng Wang
2019 J jnl
Text Level Graph Neural Network for Text Classification.
CoRR
Lianzhe Huang, Dehong Ma, Sujian Li, Xiaodong Zhang, Houfeng Wang
2018 A* conf
Joint Learning for Targeted Sentiment Analysis.
EMNLP
Dehong Ma, Sujian Li, Houfeng Wang
2018 — conf
Learning Dialogue History for Spoken Language Understanding.
NLPCC (1)
Xiaodong Zhang, Dehong Ma, Houfeng Wang
2018 — conf
Target Extraction via Feature-Enriched Neural Networks Model.
NLPCC (1)
Dehong Ma, Sujian Li, Houfeng Wang
2017 — conf
Cascading Multiway Attentions for Document-level Sentiment Classification.
IJCNLP(1)
Dehong Ma, Sujian Li, Xiaodong Zhang, Houfeng Wang, Xu Sun
2017 A* conf
Interactive Attention Networks for Aspect-Level Sentiment Classification.
IJCAI
Dehong Ma, Sujian Li, Xiaodong Zhang, Houfeng Wang
2017 J jnl
Interactive Attention Networks for Aspect-Level Sentiment Classification.
CoRR
Dehong Ma, Sujian Li, Xiaodong Zhang, Houfeng Wang
2014 Misc conf
An optimal algorithm to compute maximal relaxations in parallel.
ICNC
Mingyue Wang, Na Wang, Chi Zhang, Dehong Ma, Zhanshan Li
2004 J jnl
Nonlinear prediction for Gaussian mixture image models.
IEEE Trans. Image Process.
Jun Zhang, Dehong Ma
2001 C conf
Nonlinear prediction for Gaussian mixture image models.
VCIP
Jun Zhang, Dehong Ma