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ORCIDJiachen Du
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2020 – today
- 2024
[j8]Xingwei Liang
, Geng Tu, Jiachen Du, Ruifeng Xu:
Multi-Modal Attentive Prompt Learning for Few-shot Emotion Recognition in Conversations. J. Artif. Intell. Res. 79: 825-863 (2024)- [c34]Xiao Xue, Xinyang Li, Boyang Jia, Jiachen Du, Xinyi Fu:
Who Should Hold Control? Rethinking Empowerment in Home Automation among Cohabitants through the Lens of Co-Design. CHI 2024: 854:1-854:19 - 2023
- [j7]Zhiyuan Wen, Rui Wang, Xuan Luo, Qianlong Wang, Bin Liang, Jiachen Du, Xiaoqi Yu, Lin Gui, Ruifeng Xu:
Multi-perspective contrastive learning framework guided by sememe knowledge and label information for sarcasm detection. Int. J. Mach. Learn. Cybern. 14(12): 4119-4134 (2023) - [j6]Bin Liang, Rongdi Yin, Jiachen Du, Lin Gui, Yulan He, Min Yang, Ruifeng Xu:
Embedding Refinement Framework for Targeted Aspect-Based Sentiment Analysis. IEEE Trans. Affect. Comput. 14(1): 279-293 (2023) - [c33]Cheng Xue, Yingting Gao, Robin Ananda, Jiachen Du, Qianyao Xu, Xinyi Fu:
Meta-Home: Smart Home Digital Twin Design from the Perspective of Smart metaverse. CCHI 2023: 309-320 - [c32]Jiachen Du, Boyang Jia, Xinyi Fu:
Space Brain: An AI Autonomous Spatial Decision System. CICAI (2) 2023: 61-67 - [c31]Hongru Liang, Jingyao Liu, Yuanxin Xiang, Jiachen Du, Lanjun Zhou, Shushen Pan, Wenqiang Lei:
DiVa: An Iterative Framework to Harvest More Diverse and Valid Labels from User Comments for Music. ACM Multimedia 2023: 6223-6233 - [i4]Hongru Liang, Jingyao Liu, Yuanxin Xiang, Jiachen Du, Lanjun Zhou, Shushen Pan, Wenqiang Lei:
DiVa: An Iterative Framework to Harvest More Diverse and Valid Labels from User Comments for Music. CoRR abs/2308.04805 (2023) - 2022
- [j5]Zhiyuan Wen, Lin Gui, Qianlong Wang, Mingyue Guo, Xiaoqi Yu, Jiachen Du, Ruifeng Xu:
Sememe knowledge and auxiliary information enhanced approach for sarcasm detection. Inf. Process. Manag. 59(3): 102883 (2022) - [c30]Bingbing Wang, Bin Liang, Jiachen Du, Min Yang, Ruifeng Xu:
SEMGraph: Incorporating Sentiment Knowledge and Eye Movement into Graph Model for Sentiment Analysis. EMNLP 2022: 7521-7531 - [c29]Jianzhu Bao, Yuhang He, Yang Sun, Bin Liang, Jiachen Du, Bing Qin, Min Yang, Ruifeng Xu:
A Generative Model for End-to-End Argument Mining with Reconstructed Positional Encoding and Constrained Pointer Mechanism. EMNLP 2022: 10437-10449 - [c28]Qinglin Zhu, Bin Liang, Jingyi Sun, Jiachen Du, Lanjun Zhou, Ruifeng Xu:
Enhancing Zero-Shot Stance Detection via Targeted Background Knowledge. SIGIR 2022: 2070-2075 - [i3]Yuhan Liu, Jun Gao, Jiachen Du, Lanjun Zhou, Ruifeng Xu:
Empathetic Response Generation with State Management. CoRR abs/2205.03676 (2022) - 2021
- [c27]Jianzhu Bao, Chuang Fan, Jipeng Wu, Yixue Dang, Jiachen Du, Ruifeng Xu:
A Neural Transition-based Model for Argumentation Mining. ACL/IJCNLP (1) 2021: 6354-6364 - [c26]Jun Gao, Yuhan Liu, Haolin Deng, Wei Wang, Yu Cao, Jiachen Du, Ruifeng Xu:
Improving Empathetic Response Generation by Recognizing Emotion Cause in Conversations. EMNLP (Findings) 2021: 807-819 - [c25]Yuhan Liu, Jiachen Du, Xiang Li, Ruifeng Xu:
Generating Empathetic Responses by Injecting Anticipated Emotion. ICASSP 2021: 7403-7407 - [c24]Bin Liang, Yonghao Fu, Lin Gui, Min Yang, Jiachen Du, Yulan He, Ruifeng Xu:
Target-adaptive Graph for Cross-target Stance Detection. WWW 2021: 3453-3464 - 2020
- [j4]Jiachen Du, Lin Gui, Ruifeng Xu, Yunqing Xia, Xuan Wang, Erik Cambria:
Commonsense Knowledge Enhanced Memory Network for Stance Classification. IEEE Intell. Syst. 35(4): 102-109 (2020) - [c23]Chuang Fan, Chaofa Yuan, Jiachen Du, Lin Gui, Min Yang, Ruifeng Xu:
Transition-based Directed Graph Construction for Emotion-Cause Pair Extraction. ACL 2020: 3707-3717 - [c22]Bin Liang, Rongdi Yin, Lin Gui, Jiachen Du, Yulan He, Ruifeng Xu:
Aspect-invariant Sentiment Features Learning: Adversarial Multi-task Learning for Aspect-based Sentiment Analysis. CIKM 2020: 825-834 - [c21]Bin Liang, Rongdi Yin, Lin Gui, Jiachen Du, Ruifeng Xu:
Jointly Learning Aspect-Focused and Inter-Aspect Relations with Graph Convolutional Networks for Aspect Sentiment Analysis. COLING 2020: 150-161 - [c20]Rongdi Yin, Hang Su, Bin Liang, Jiachen Du, Ruifeng Xu:
Extracting the Collaboration of Entity and Attribute: Gated Interactive Networks for Aspect Sentiment Analysis. NLPCC (1) 2020: 802-814
2010 – 2019
- 2019
- [j3]Jiachen Du, Lin Gui, Yulan He, Ruifeng Xu, Xuan Wang:
Convolution-Based Neural Attention With Applications to Sentiment Classification. IEEE Access 7: 27983-27992 (2019) - [j2]Ruifeng Xu, Jiachen Du, Zhishan Zhao, Yulan He, Qinghong Gao, Lin Gui:
Inferring user profiles in social media by joint modeling of text and networks. Sci. China Inf. Sci. 62(11): 219104:1-219104:3 (2019) - [c19]Bin Liang, Jiachen Du, Ruifeng Xu, Binyang Li, Hejiao Huang:
Context-aware Embedding for Targeted Aspect-based Sentiment Analysis. ACL (1) 2019: 4678-4683 - [c18]Changjian Liu, Jiaming Li, Yuhan Liu, Jiachen Du, Buzhou Tang, Ruifeng Xu:
Named Entity Recognition in Clinical Text Based on Capsule-LSTM for Privacy Protection. AIMS 2019: 166-178 - [c17]Hongyu Yan, Qinghong Gao, Jiachen Du, Binyang Li, Ruifeng Xu:
Adversarial Training Based Cross-Lingual Emotion Cause Extraction. CICLing (2) 2019: 587-601 - [c16]Chuang Fan, Hongyu Yan, Jiachen Du, Lin Gui, Lidong Bing, Min Yang, Ruifeng Xu, Ruibin Mao:
A Knowledge Regularized Hierarchical Approach for Emotion Cause Analysis. EMNLP/IJCNLP (1) 2019: 5613-5623 - [i2]Bin Liang, Jiachen Du, Ruifeng Xu, Binyang Li, Hejiao Huang:
Context-aware Embedding for Targeted Aspect-based Sentiment Analysis. CoRR abs/1906.06945 (2019) - 2018
- [j1]Lin Gui, Ruifeng Xu, Qin Lu, Jiachen Du, Yu Zhou:
Negative transfer detection in transductive transfer learning. Int. J. Mach. Learn. Cybern. 9(2): 185-197 (2018) - [c15]Di Chen, Jiachen Du, Lidong Bing, Ruifeng Xu:
Hybrid Neural Attention for Agreement/Disagreement Inference in Online Debates. EMNLP 2018: 665-670 - [c14]Jiachen Du, Wenjie Li, Yulan He, Ruifeng Xu, Lidong Bing, Xuan Wang:
Variational Autoregressive Decoder for Neural Response Generation. EMNLP 2018: 3154-3163 - [c13]Lin Gui, Jiachen Du, Zhishan Zhao, Yulan He, Ruifeng Xu, Chuang Fan:
An End-to-End Scalable Iterative Sequence Tagging with Multi-Task Learning. NLPCC (2) 2018: 288-298 - [c12]Chuang Fan, Qinghong Gao, Jiachen Du, Lin Gui, Ruifeng Xu, Kam-Fai Wong:
Convolution-based Memory Network for Aspect-based Sentiment Analysis. SIGIR 2018: 1161-1164 - 2017
- [c11]Jiachen Du, Ruifeng Xu, Lin Gui, Xuan Wang:
Leveraging Target-Oriented Information for Stance Classification. CICLing (2) 2017: 35-45 - [c10]Lin Gui, Jiannan Hu, Yulan He, Ruifeng Xu, Qin Lu, Jiachen Du:
A Question Answering Approach for Emotion Cause Extraction. EMNLP 2017: 1593-1602 - [c9]Jiachen Du, Ruifeng Xu, Yulan He, Lin Gui:
Stance Classification with Target-specific Neural Attention. IJCAI 2017: 3988-3994 - [c8]Jiachen Du, Lin Gui, Ruifeng Xu, Yulan He:
A Convolutional Attention Model for Text Classification. NLPCC 2017: 183-195 - [c7]Zhishan Zhao, Jiachen Du, Qinghong Gao, Lin Gui, Ruifeng Xu:
Inferring User Profile Using Microblog Content and Friendship Network. SMP 2017: 29-39 - [c6]Jiachen Du, Lin Gui, Yulan He, Ruifeng Xu:
A convolutional attentional neural network for sentiment classification. SPAC 2017: 445-450 - [c5]Jiachen Du, Ruifeng Xu, Zhiyuan Wen:
A symbolic representation approach of EEG signals for emotion recognition. SPAC 2017: 666-671 - [c4]Zhiyuan Wen, Ruifeng Xu, Jiachen Du:
A novel convolutional neural networks for emotion recognition based on EEG signal. SPAC 2017: 672-677 - [i1]Lin Gui, Jiannan Hu, Yulan He, Ruifeng Xu, Qin Lu, Jiachen Du:
A Question Answering Approach to Emotion Cause Extraction. CoRR abs/1708.05482 (2017) - 2016
- [c3]Ruifeng Xu, Yu Zhou, Dongyin Wu, Lin Gui, Jiachen Du, Yun Xue:
Overview of NLPCC Shared Task 4: Stance Detection in Chinese Microblogs. NLPCC/ICCPOL 2016: 907-916 - [c2]Jiachen Du, Lin Gui, Ruifeng Xu:
Extracting Opinion Expression with Neural Attention. SMP 2016: 151-161 - 2015
- [c1]Shuai Wang, Jiachen Du, Ruifeng Xu:
Decision fusion for EEG-based emotion recognition. ICMLC 2015: 883-889
Coauthor Index
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