Jiachen Du

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 45

Top Topics

Transductive Transfer Learning

Sentiment Analysis

Emotion Recognition

Top Venues

Publications

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 (2024)
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)
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)
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 (2023)
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) (2023)
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) (2023)
Jiachen Du, Boyang Jia, Xinyi Fu
Space Brain: An AI Autonomous Spatial Decision System. CICAI (2) (2023)
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)
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)
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)
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) (2022)
Qinglin Zhu, Bin Liang, Jingyi Sun, Jiachen Du, Lanjun Zhou, Ruifeng Xu
Enhancing Zero-Shot Stance Detection via Targeted Background Knowledge. SIGIR (2022)
Yuhan Liu, Jun Gao, Jiachen Du, Lanjun Zhou, Ruifeng Xu
Empathetic Response Generation with State Management. CoRR (2022)
Bin Liang, Yonghao Fu, Lin Gui, Min Yang, Jiachen Du, Yulan He, Ruifeng Xu
Target-adaptive Graph for Cross-target Stance Detection. WWW (2021)
Yuhan Liu, Jiachen Du, Xiang Li, Ruifeng Xu
Generating Empathetic Responses by Injecting Anticipated Emotion. ICASSP (2021)
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)
Jianzhu Bao, Chuang Fan, Jipeng Wu, Yixue Dang, Jiachen Du, Ruifeng Xu
A Neural Transition-based Model for Argumentation Mining. ACL/IJCNLP (1) (2021)
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)
Chuang Fan, Chaofa Yuan, Jiachen Du, Lin Gui, Min Yang, Ruifeng Xu
Transition-based Directed Graph Construction for Emotion-Cause Pair Extraction. ACL (2020)
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)
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) (2020)
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)
Hongyu Yan, Qinghong Gao, Jiachen Du, Binyang Li, Ruifeng Xu
Adversarial Training Based Cross-Lingual Emotion Cause Extraction. CICLing (2) (2019)
Jiachen Du, Lin Gui, Yulan He, Ruifeng Xu, Xuan Wang
Convolution-Based Neural Attention With Applications to Sentiment Classification. IEEE Access 7 (2019)
Bin Liang, Jiachen Du, Ruifeng Xu, Binyang Li, Hejiao Huang
Context-aware Embedding for Targeted Aspect-based Sentiment Analysis. ACL (1) (2019)
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) (2019)
Bin Liang, Jiachen Du, Ruifeng Xu, Binyang Li, Hejiao Huang
Context-aware Embedding for Targeted Aspect-based Sentiment Analysis. CoRR (2019)
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)
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)
Di Chen, Jiachen Du, Lidong Bing, Ruifeng Xu
Hybrid Neural Attention for Agreement/Disagreement Inference in Online Debates. EMNLP (2018)
Jiachen Du, Wenjie Li, Yulan He, Ruifeng Xu, Lidong Bing, Xuan Wang
Variational Autoregressive Decoder for Neural Response Generation. EMNLP (2018)
Chuang Fan, Qinghong Gao, Jiachen Du, Lin Gui, Ruifeng Xu, Kam-Fai Wong
Convolution-based Memory Network for Aspect-based Sentiment Analysis. SIGIR (2018)
Lin Gui, Ruifeng Xu, Qin Lu, Jiachen Du, Yu Zhou
Negative transfer detection in transductive transfer learning. Int. J. Mach. Learn. Cybern. 9 (2) (2018)
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)
Lin Gui, Jiannan Hu, Yulan He, Ruifeng Xu, Qin Lu, Jiachen Du
A Question Answering Approach for Emotion Cause Extraction. EMNLP (2017)
Zhishan Zhao, Jiachen Du, Qinghong Gao, Lin Gui, Ruifeng Xu
Inferring User Profile Using Microblog Content and Friendship Network. SMP (2017)
Jiachen Du, Ruifeng Xu, Yulan He, Lin Gui
Stance Classification with Target-specific Neural Attention. IJCAI (2017)
Jiachen Du, Ruifeng Xu, Zhiyuan Wen
A symbolic representation approach of EEG signals for emotion recognition. SPAC (2017)
Jiachen Du, Ruifeng Xu, Lin Gui, Xuan Wang
Leveraging Target-Oriented Information for Stance Classification. CICLing (2) (2017)
Jiachen Du, Lin Gui, Yulan He, Ruifeng Xu
A convolutional attentional neural network for sentiment classification. SPAC (2017)
Zhiyuan Wen, Ruifeng Xu, Jiachen Du
A novel convolutional neural networks for emotion recognition based on EEG signal. SPAC (2017)
Jiachen Du, Lin Gui, Ruifeng Xu, Yulan He
A Convolutional Attention Model for Text Classification. NLPCC (2017)
Lin Gui, Jiannan Hu, Yulan He, Ruifeng Xu, Qin Lu, Jiachen Du
A Question Answering Approach to Emotion Cause Extraction. CoRR (2017)
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)
Jiachen Du, Lin Gui, Ruifeng Xu
Extracting Opinion Expression with Neural Attention. SMP (2016)
Shuai Wang, Jiachen Du, Ruifeng Xu
Decision fusion for EEG-based emotion recognition. ICMLC (2015)