Deyu Zhou

ORCID

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 106

Top Venues

Publications

Yanyue Zhang, Yilong Lai, Zhenglin Wang, Pengfei Li, Deyu Zhou, Yulan He
Opinions Are Not Always Positive: Debiasing Opinion Summarization with Model-Specific and Model-Agnostic Methods. LREC/COLING (2024)
Yuanyuan Xu, Linhai Zhang, Deyu Zhou
TECA: A Two-stage Approach with Controllable Attention Soft Prompt for Few-shot Nested Named Entity Recognition. LREC/COLING (2024)
Xiao Xue, Yifan Shen, Xiangning Yu, Deyu Zhou, Xiao Wang, Gang Wang, Fei-Yue Wang
Computational Experiments: A New Analysis Method for Cyber-Physical-Social Systems. IEEE Trans. Syst. Man Cybern. Syst. 54 (2) (2024)
Jialong Wu, Linhai Zhang, Deyu Zhou, Guoqiang Xu
DINER: Debiasing Aspect-based Sentiment Analysis with Multi-variable Causal Inference. CoRR (2024)
Rui Wang, Deyu Zhou, Yuxuan Xiong, Haiping Huang
Variational Gaussian topic model with invertible neural projections. Neural Comput. Appl. 36 (2) (2024)
Jialong Wu, Linhai Zhang, Deyu Zhou, Guoqiang Xu
DINER: Debiasing Aspect-based Sentiment Analysis with Multi-variable Causal Inference. ACL (Findings) (2024)
Yilong Lai, Jialong Wu, Congzhi Zhang, Haowen Sun, Deyu Zhou
AdaCQR: Enhancing Query Reformulation for Conversational Search via Sparse and Dense Retrieval Alignment. CoRR (2024)
Xiao Xue, Xiangning Yu, Deyu Zhou, Chao Peng, Xiao Wang, Donghua Liu, Fei-Yue Wang
Computational Experiments for Complex Social Systems - Part III: The Docking of Domain Models. IEEE Trans. Comput. Soc. Syst. 11 (2) (2024)
Xiao Xue, Xiangning Yu, Deyu Zhou, Xiao Wang, Chongke Bi, Shufang Wang, Fei-Yue Wang
Computational Experiments for Complex Social Systems: Integrated Design of Experiment System. IEEE CAA J. Autom. Sinica 11 (5) (2024)
Yanyue Zhang, Deyu Zhou, Zhenglin Wang, Yilong Lai
M2A: A model-agnostic and metadata-free adversarial framework for unsupervised opinion summarization. Comput. Speech Lang. 84 (2024)
Xiao Xue, Deyu Zhou, Xiangning Yu, Gang Wang, Juanjuan Li, Xia Xie, Lizhen Cui, Fei-Yue Wang
Computational Experiments for Complex Social Systems: Experiment Design and Generative Explanation. IEEE CAA J. Autom. Sinica 11 (4) (2024)
Xu Zhang, Xiaoyu Hu, Zejie Liu, Yanzheng Xiang, Deyu Zhou
HFD: Hierarchical feature decoupling for SQL generation from text. Intell. Data Anal. 28 (4) (2024)
Congzhi Zhang, Linhai Zhang, Deyu Zhou
Causal Walk: Debiasing Multi-Hop Fact Verification with Front-Door Adjustment. CoRR (2024)
Xiaoyu Hu, Xu Zhang, Zexu Lin, Deyu Zhou
Reduce Redundancy Then Rerank: Enhancing Code Summarization with a Novel Pipeline Framework. LREC/COLING (2024)
Zhenglin Wang, Jialong Wu, Yilong Lai, Congzhi Zhang, Deyu Zhou
SEED: Accelerating Reasoning Tree Construction via Scheduled Speculative Decoding. CoRR (2024)
Linhai Zhang, Jialong Wu, Deyu Zhou, Guoqiang Xu
STAR: Constraint LoRA with Dynamic Active Learning for Data-Efficient Fine-Tuning of Large Language Models. ACL (Findings) (2024)
Yanyue Zhang, Pengfei Li, Yilong Lai, Deyu Zhou, Yulan He
Large, Small or Both: A Novel Data Augmentation Framework Based on Language Models for Debiasing Opinion Summarization. CoRR (2024)
Linhai Zhang, Jialong Wu, Deyu Zhou, Guoqiang Xu
STAR: Constraint LoRA with Dynamic Active Learning for Data-Efficient Fine-Tuning of Large Language Models. CoRR (2024)
Congzhi Zhang, Linhai Zhang, Deyu Zhou, Guoqiang Xu
Causal Prompting: Debiasing Large Language Model Prompting based on Front-Door Adjustment. CoRR (2024)
Xin Zhang, Linhai Zhang, Deyu Zhou, Guoqiang Xu
Fine-grainedly Synthesize Streaming Data Based On Large Language Models With Graph Structure Understanding For Data Sparsity. CoRR (2024)
Xu Zhang, Yanzheng Xiang, Zejie Liu, Xiaoyu Hu, Deyu Zhou
R: Intra and inter-modal representation learning for code search. Intell. Data Anal. 28 (3) (2024)
Qun Ma, Xiao Xue, Deyu Zhou, Xiangning Yu, Donghua Liu, Xuwen Zhang, Zihan Zhao, Yifan Shen, Peilin Ji, Juanjuan Li, Gang Wang, Wanpeng Ma
Computational Experiments Meet Large Language Model Based Agents: A Survey and Perspective. CoRR (2024)
Congzhi Zhang, Linhai Zhang, Deyu Zhou
Causal Walk: Debiasing Multi-Hop Fact Verification with Front-Door Adjustment. AAAI (2024)
Yanzheng Xiang, Qian-Wen Zhang, Xu Zhang, Zejie Liu, Yunbo Cao, Deyu Zhou
G³R: A Graph-Guided Generate-and-Rerank Framework for Complex and Cross-domain Text-to-SQL Generation. ACL (Findings) (2023)
Chenduo Hao, Xu Zhang, Chuanbao Gao, Deyu Zhou
Feature Representation Learning for NL2SQL Generation Based on Coupling and Decoupling. CoRR (2023)
Jiasheng Si, Yingjie Zhu, Xingyu Shi, Deyu Zhou, Yulan He
Explainable Topic-Enhanced Argument Mining from Heterogeneous Sources. CoRR (2023)
Boyu Wang, Linhai Zhang, Deyu Zhou, Yi Cao, Jiandong Ding
Neural Topic Modeling based on Cycle Adversarial Training and Contrastive Learning. ACL (Findings) (2023)
Jiasheng Si, Yingjie Zhu, Deyu Zhou
Consistent Multi-Granular Rationale Extraction for Explainable Multi-hop Fact Verification. CoRR (2023)
Xin Zhang, Linhai Zhang, Deyu Zhou
Sentiment Analysis on Streaming User Reviews via Dual-Channel Dynamic Graph Neural Network. EMNLP (2023)
Linhai Zhang, Congzhi Zhang, Deyu Zhou
Multi-Relational Probabilistic Event Representation Learning via Projected Gaussian Embedding. ACL (Findings) (2023)
Jiasheng Si, Yingjie Zhu, Deyu Zhou
Exploring Faithful Rationale for Multi-Hop Fact Verification via Salience-Aware Graph Learning. AAAI (2023)
Zhentao Yu, Zixin Yin, Deyu Zhou, Duomin Wang, Finn Wong, Baoyuan Wang
Talking Head Generation with Probabilistic Audio-to-Visual Diffusion Priors. ICCV (2023)
Jiasheng Si, Liu Sun, Deyu Zhou, Jie Ren, Lin Li
Biomedical Argument Mining Based on Sequential Multi-Task Learning. IEEE ACM Trans. Comput. Biol. Bioinform. 20 (2) (2023)
Yanyue Zhang, Deyu Zhou
Disentangling Text Representation With Counter-Template For Unsupervised Opinion Summarization. ACL (Findings) (2023)
Yingjie Zhu, Jiasheng Si, Yibo Zhao, Haiyang Zhu, Deyu Zhou, Yulan He
EXPLAIN, EDIT, GENERATE: Rationale-Sensitive Counterfactual Data Augmentation for Multi-hop Fact Verification. CoRR (2023)
Yuanyuan Xu, Zeng Yang, Linhai Zhang, Deyu Zhou, Tiandeng Wu, Rong Zhou
Focusing, Bridging and Prompting for Few-shot Nested Named Entity Recognition. ACL (Findings) (2023)
Yingjie Zhu, Jiasheng Si, Yibo Zhao, Haiyang Zhu, Deyu Zhou, Yulan He
EXPLAIN, EDIT, GENERATE: Rationale-Sensitive Counterfactual Data Augmentation for Multi-hop Fact Verification. EMNLP (2023)
Xiao Xue, Deyu Zhou, Fangyi Chen, Xiangning Yu, Zhiyong Feng, Yucong Duan, Lin Meng, Mu Zhang
From SOA to VOA: A Shift in Understanding the Operation and Evolution of Service Ecosystem. IEEE Trans. Serv. Comput. 16 (1) (2023)
Xiao Xue, Fangyi Chen, Deyu Zhou, Xiao Wang, Min Lu, Fei-Yue Wang
Computational Experiments for Complex Social Systems - Part I: The Customization of Computational Model. IEEE Trans. Comput. Soc. Syst. 9 (5) (2022)
Zeng Yang, Linhai Zhang, Deyu Zhou
SEE-Few: Seed, Expand and Entail for Few-shot Named Entity Recognition. COLING (2022)
Zejie Liu, Xiaoyu Hu, Deyu Zhou, Lin Li, Xu Zhang, Yanzheng Xiang
Code Generation From Flowcharts with Texts: A Benchmark Dataset and An Approach. EMNLP (Findings) (2022)
Tao Wang, Linhai Zhang, Chenchen Ye, Junxi Liu, Deyu Zhou
A Novel Framework Based on Medical Concept Driven Attention for Explainable Medical Code Prediction via External Knowledge. ACL (Findings) (2022)
Deyu Zhou, Xiao Xue, Zhangbing Zhou
SLE2: The Improved Social Learning Evolution Model of Cloud Manufacturing Service Ecosystem. IEEE Trans. Ind. Informatics 18 (12) (2022)
Xiao Xue, Guanding Li, Deyu Zhou, Yepeng Zhang, Lu Zhang, Yang Zhao, Zhiyong Feng, Lizhen Cui, Zhangbing Zhou, Xiao Sun, Xudong Lu, Shizhan Chen
Research Roadmap of Service Ecosystems: A Crowd Intelligence Perspective. Int. J. Crowd Sci. 6 (4) (2022)
Zhentao Yu, Zixin Yin, Deyu Zhou, Duomin Wang, Finn Wong, Baoyuan Wang
Talking Head Generation with Probabilistic Audio-to-Visual Diffusion Priors. CoRR (2022)
Linhai Zhang, Xuemeng Hu, Boyu Wang, Deyu Zhou, Qian-Wen Zhang, Yunbo Cao
Pre-training and Fine-tuning Neural Topic Model: A Simple yet Effective Approach to Incorporating External Knowledge. ACL (1) (2022)
Xu Zhang, Zejie Liu, Yanzheng Xiang, Deyu Zhou
Complicate Then Simplify: A Novel Way to Explore Pre-trained Models for Text Classification. COLING (2022)
Xiao Xue, Xiang-Ning Yu, Deyu Zhou, Xiao Wang, Zhang-Bin Zhou, Fei-Yue Wang
Computational Experiments: Past, Present and Future. CoRR (2022)
Jiasheng Si, Yingjie Zhu, Deyu Zhou
Exploring Faithful Rationale for Multi-hop Fact Verification via Salience-Aware Graph Learning. CoRR (2022)
Zeng Yang, Linhai Zhang, Deyu Zhou
SEE-Few: Seed, Expand and Entail for Few-shot Named Entity Recognition. CoRR (2022)
Linhai Zhang, Deyu Zhou
Temporal Knowledge Graph Completion with Approximated Gaussian Process Embedding. COLING (2022)
Keqin Peng, Chuantao Yin, Wenge Rong, Chenghua Lin, Deyu Zhou, Zhang Xiong
Named Entity Aware Transfer Learning for Biomedical Factoid Question Answering. IEEE ACM Trans. Comput. Biol. Bioinform. 19 (4) (2022)
Deyu Zhou, Meng Zhang, Yang Yang, Yulan He
Hierarchical state recurrent neural network for social emotion ranking. Comput. Speech Lang. 68 (2021)
Chenchen Ye, Linhai Zhang, Yulan He, Deyu Zhou, Jie Wu
Beyond Text: Incorporating Metadata and Label Structure for Multi-Label Document Classification using Heterogeneous Graphs. EMNLP (1) (2021)
Linhai Zhang, Chao Lin, Deyu Zhou, Yulan He, Meng Zhang
A Bayesian end-to-end model with estimated uncertainties for simple question answering over knowledge bases. Comput. Speech Lang. 66 (2021)
Linhai Zhang, Deyu Zhou, Chao Lin, Yulan He
A Multi-label Multi-hop Relation Detection Model based on Relation-aware Sequence Generation. EMNLP (Findings) (2021)
Deyu Zhou, Jianan Wang, Linhai Zhang, Yulan He
Implicit Sentiment Analysis with Event-centered Text Representation. EMNLP (1) (2021)
Linhai Zhang, Deyu Zhou, Yulan He, Zeng Yang
MERL: Multimodal Event Representation Learning in Heterogeneous Embedding Spaces. AAAI (2021)
Deyu Zhou, Yanzheng Xiang, Linhai Zhang, Chenchen Ye, Qian-Wen Zhang, Yunbo Cao
A Divide-And-Conquer Approach for Multi-label Multi-hop Relation Detection in Knowledge Base Question Answering. EMNLP (Findings) (2021)
Jiasheng Si, Deyu Zhou, Tongzhe Li, Xingyu Shi, Yulan He
Topic-Aware Evidence Reasoning and Stance-Aware Aggregation for Fact Verification. CoRR (2021)
Jiasheng Si, Linsen Guo, Deyu Zhou
Unsupervised latent event representation learning and storyline extraction from news articles based on neural networks. Intell. Data Anal. 25 (3) (2021)
Lixing Zhu, Gabriele Pergola, Lin Gui, Deyu Zhou, Yulan He
Topic-Driven and Knowledge-Aware Transformer for Dialogue Emotion Detection. CoRR (2021)
Jiasheng Si, Deyu Zhou, Tongzhe Li, Xingyu Shi, Yulan He
Topic-Aware Evidence Reasoning and Stance-Aware Aggregation for Fact Verification. ACL/IJCNLP (1) (2021)
Deyu Zhou, Kai Sun, Mingqi Hu, Yulan He
Image generation from text with entity information fusion. Knowl. Based Syst. 227 (2021)
Deyu Zhou, Jiale Yuan, Jiasheng Si
Health issue identification in social media based on multi-task hierarchical neural networks with topic attention. Artif. Intell. Medicine 118 (2021)
Deyu Zhou, Meng Zhang, Linhai Zhang, Yulan He
A Neural Group-wise Sentiment Analysis Model with Data Sparsity Awareness. AAAI (2021)
Rui Wang, Deyu Zhou, Yuxuan Xiong, Haiping Huang
Variational Gaussian Topic Model with Invertible Neural Projections. CoRR (2021)
Lixing Zhu, Gabriele Pergola, Lin Gui, Deyu Zhou, Yulan He
Topic-Driven and Knowledge-Aware Transformer for Dialogue Emotion Detection. ACL/IJCNLP (1) (2021)
Lixing Zhu, Yulan He, Deyu Zhou
Neural Temporal Opinion Modelling for Opinion Prediction on Twitter. ACL (2020)
Xinyi Yu, Wenge Rong, Jingshuang Liu, Deyu Zhou, Yuanxin Ouyang, Zhang Xiong
LSTM-Based End-to-End Framework for Biomedical Event Extraction. IEEE ACM Trans. Comput. Biol. Bioinform. 17 (6) (2020)
Xuemeng Hu, Rui Wang, Deyu Zhou, Yuxuan Xiong
Neural Topic Modeling with Cycle-Consistent Adversarial Training. EMNLP (1) (2020)
Xiao Xue, Deyu Zhou, Yaodan Guo, Zhiyong Feng, Lejun Zhang, Lin Meng
Value driven Analysis Framework of Service Ecosystem Evolution Mechanism. CoRR (2020)
Deyu Zhou, Xuemeng Hu, Rui Wang
Neural Topic Modeling by Incorporating Document Relationship Graph. CoRR (2020)
Linsen Guo, Deyu Zhou, Yulan He, Haiyang Xu
Storyline extraction from news articles with dynamic dependency. Intell. Data Anal. 24 (1) (2020)
Rui Wang, Xuemeng Hu, Deyu Zhou, Yulan He, Yuxuan Xiong, Chenchen Ye, Haiyang Xu
Neural Topic Modeling with Bidirectional Adversarial Training. CoRR (2020)
Deyu Zhou, Xuemeng Hu, Rui Wang
Neural Topic Modeling by Incorporating Document Relationship Graph. EMNLP (1) (2020)
Lixing Zhu, Deyu Zhou, Yulan He
A Neural Generative Model for Joint Learning Topics and Topic-Specific Word Embeddings. Trans. Assoc. Comput. Linguistics 8 (2020)
Deyu Zhou, Shuangzhi Wu, Qing Wang, Jun Xie, Zhaopeng Tu, Mu Li
Emotion Classification by Jointly Learning to Lexiconize and Classify. COLING (2020)
Lixing Zhu, Yulan He, Deyu Zhou
Neural opinion dynamics model for the prediction of user-level stance dynamics. Inf. Process. Manag. 57 (2) (2020)
Lixing Zhu, Yulan He, Deyu Zhou
A Neural Generative Model for Joint Learning Topics and Topic-Specific Word Embeddings. CoRR (2020)
Rui Wang, Deyu Zhou, Yulan He
Optimising topic coherence with Weighted Po'lya Urn scheme. Neurocomputing 385 (2020)
Rui Wang, Xuemeng Hu, Deyu Zhou, Yulan He, Yuxuan Xiong, Chenchen Ye, Haiyang Xu
Neural Topic Modeling with Bidirectional Adversarial Training. ACL (2020)
Xuemeng Hu, Rui Wang, Deyu Zhou, Yuxuan Xiong
Neural Topic Modeling with Cycle-Consistent Adversarial Training. CoRR (2020)
Lixing Zhu, Yulan He, Deyu Zhou
Neural Temporal Opinion Modelling for Opinion Prediction on Twitter. CoRR (2020)
Rui Wang, Deyu Zhou, Yulan He
Open Event Extraction from Online Text using a Generative Adversarial Network. EMNLP/IJCNLP (1) (2019)
Yang Yang, Deyu Zhou, Yulan He, Meng Zhang
Interpretable Relevant Emotion Ranking with Event-Driven Attention. EMNLP/IJCNLP (1) (2019)
Mingqi Hu, Deyu Zhou, Yulan He
Variational Conditional GAN for Fine-grained Controllable Image Generation. CoRR (2019)
Mingqi Hu, Deyu Zhou, Yulan He
Variational Conditional GAN for Fine-grained Controllable Image Generation. ACML (2019)
Rui Wang, Deyu Zhou, Yulan He
ATM: Adversarial-neural Topic Model. Inf. Process. Manag. 56 (6) (2019)
Lixing Zhu, Yulan He, Deyu Zhou
Hierarchical viewpoint discovery from tweets using Bayesian modelling. Expert Syst. Appl. 116 (2019)
Donglei Tang, Zhikai Zhang, Yulan He, Chao Lin, Deyu Zhou
Hidden topic-emotion transition model for multi-level social emotion detection. Knowl. Based Syst. 164 (2019)
Rui Wang, Deyu Zhou, Yulan He
Open Event Extraction from Online Text using a Generative Adversarial Network. CoRR (2019)
Rui Wang, Deyu Zhou, Mingmin Jiang, Jiasheng Si, Yang Yang
A Survey on Opinion Mining: From Stance to Product Aspect. IEEE Access 7 (2019)
Zhaoyue Sun, Jiaze Chen, Hao Zhou, Deyu Zhou, Lei Li, Mingmin Jiang
GraspSnooker: Automatic Chinese Commentary Generation for Snooker Videos. IJCAI (2019)
Deyu Zhou, Zhikai Zhang, Min-Ling Zhang, Yulan He
Weakly Supervised POS Tagging without Disambiguation. ACM Trans. Asian Low Resour. Lang. Inf. Process. 17 (4) (2018)
Yang Yang, Deyu Zhou, Yulan He
An Interpretable Neural Network with Topical Information for Relevant Emotion Ranking. EMNLP (2018)
Rui Wang, Deyu Zhou, Yulan He
ATM: Adversarial-neural Topic Model. CoRR (2018)
Deyu Zhou, Yang Yang, Yulan He
Relevant Emotion Ranking from Text Constrained with Emotion Relationships. NAACL-HLT (2018)
Deyu Zhou, Linsen Guo, Yulan He
Neural Storyline Extraction Model for Storyline Generation from News Articles. NAACL-HLT (2018)
Deyu Zhou, Lei Miao, Yulan He
Position-aware deep multi-task learning for drug-drug interaction extraction. Artif. Intell. Medicine 87 (2018)

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Publication Activity (10 Years)

Top Topics

Top Venues

Deyu Zhou