Jiachen Du

ScholarGPS® ID: 43611432388424

Affiliation

Harbin Institute of Technology, Plainlist, China

Affiliation History

Field

Engineering and Computer Science

Discipline

Computer Science

Top Specialties

Natural Language | Natural Language Processing | Computational Linguistics | Sentiment Analysis

Metrics Summary

Publication Count

Predicted Citations

1,104

Predicted h-index

Ranking

Publications and Citation History

Publications based on Top Specialties

Types of Publication

Publications
Books
Patents
NIH/NSF

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Multi-Modal Attentive Prompt Learning for Few-shot Emotion Recognition in Conversations (journal article) Liang, Xingwei \| Tu, Geng \| Du, Jiachen \| Xu, Ruifeng Journal of Artificial Intelligence Research, volume 79 (2024). 10.1613/jair.1.15301 Cite \| Source
Space Brain: An AI Autonomous Spatial Decision System (book chapter) In Artificial Intelligence Du, Jiachen \| Jia, Boyang \| Fu, Xinyi Springer Nature Singapore (2024) 10.1007/978-981-99-9119-8_6 Cite \| Source
Multi-perspective contrastive learning framework guided by sememe knowledge and label information for sarcasm detection (journal article) Wen, Zhiyuan \| Wang, Rui \| Luo, Xuan \| Wang, Qianlong \| Liang, Bin \| Du, Jiachen \| Yu, Xiaoqi \| Gui, Lin \| Xu, Ruifeng International Journal of Machine Learning and Cybernetics, volume 14, issue 12, pages 4119-4134 (2023). 10.1007/s13042-023-01884-9 Cited by (2) \| Cite \| Source
Knowledge Interpolated Conditional Variational Auto-Encoder for Knowledge Grounded Dialogues (journal article) Liang, Xingwei \| Du, Jiachen \| Niu, Taiyu \| Zhou, Lanjun \| Xu, Ruifeng Applied Sciences, volume 13, issue 15, pages 8707- (2023). 10.3390/app13158707 Cite \| Source
Embedding Refinement Framework for Targeted Aspect-Based Sentiment Analysis (journal article) Liang, Bin \| Yin, Rongdi \| Du, Jiachen \| Gui, Lin \| He, Yulan \| Yang, Min \| Xu, Ruifeng IEEE Transactions on Affective Computing, volume 14, issue 1, pages 279-293 (2023). 10.1109/TAFFC.2021.3071388 Cited by (12) \| Cite \| Source
Adversarial Training Based Cross-Lingual Emotion Cause Extraction (book chapter) In Computational Linguistics and Intelligent Text Processing Yan, Hongyu \| Gao, Qinghong \| Du, Jiachen \| Li, Binyang \| Xu, Ruifeng Springer Nature Switzerland (2023) 10.1007/978-3-031-24340-0_44 Cite \| Source
Enhancing Zero-Shot Stance Detection via Targeted Background Knowledge (conference) Zhu, Qinglin \| Liang, Bin \| Sun, Jingyi \| Du, Jiachen \| Zhou, Lanjun \| Xu, Ruifeng SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval (2022) Madrid Spain 10.1145/3477495.3531807 Cited by (8) \| Cite \| Source
Sememe knowledge and auxiliary information enhanced approach for sarcasm detection (journal article) Wen, Zhiyuan \| Gui, Lin \| Wang, Qianlong \| Guo, Mingyue \| Yu, Xiaoqi \| Du, Jiachen \| Xu, Ruifeng Information Processing & Management, volume 59, issue 3, pages 102883- (2022). 10.1016/j.ipm.2022.102883 Cited by (22) \| Cite \| Source
A Generative Model for End-to-End Argument Mining with Reconstructed Positional Encoding and Constrained Pointer Mechanism (conference) Bao, Jianzhu \| He, Yuhang \| Sun, Yang \| Liang, Bin \| Du, Jiachen \| Qin, Bing \| Yang, Min \| Xu, Ruifeng Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing (2022) Abu Dhabi, United Arab Emirates 10.18653/v1/2022.emnlp-main.713 Cited by (1) \| Cite \| Source
SEMGraph: Incorporating Sentiment Knowledge and Eye Movement into Graph Model for Sentiment Analysis (conference) Wang, Bingbing \| Liang, Bin \| Du, Jiachen \| Yang, Min \| Xu, Ruifeng Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing (2022) Abu Dhabi, United Arab Emirates 10.18653/v1/2022.emnlp-main.510 Cite \| Source
Generating Empathetic Responses by Injecting Anticipated Emotion (conference) Liu, Yuhan \| Du, Jiachen \| Li, Xiang \| Xu, Ruifeng ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (2021) Toronto, ON, Canada 10.1109/ICASSP39728.2021.9413596 Cited by (13) \| Cite \| Source
Target-adaptive Graph for Cross-target Stance Detection (conference) Liang, Bin \| Fu, Yonghao \| Gui, Lin \| Yang, Min \| Du, Jiachen \| He, Yulan \| Xu, Ruifeng WWW '21: The Web Conference 2021 (2021) Ljubljana Slovenia 10.1145/3442381.3449790 Cited by (30) \| Cite \| Source
Improving Empathetic Response Generation by Recognizing Emotion Cause in Conversations (conference) Gao, Jun \| Liu, Yuhan \| Deng, Haolin \| Wang, Wei \| Cao, Yu \| Du, Jiachen \| Xu, Ruifeng Findings of the Association for Computational Linguistics: EMNLP 2021 (2021) Punta Cana, Dominican Republic 10.18653/v1/2021.findings-emnlp.70 Cited by (28) \| Cite \| Source
A Neural Transition-based Model for Argumentation Mining (conference) Bao, Jianzhu \| Fan, Chuang \| Wu, Jipeng \| Dang, Yixue \| Du, Jiachen \| Xu, Ruifeng Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers) (2021) Online 10.18653/v1/2021.acl-long.497 Cited by (8) \| Cite \| Source
Aspect-invariant Sentiment Features Learning: Adversarial Multi-task Learning for Aspect-based Sentiment Analysis (conference) Liang, Bin \| Yin, Rongdi \| Gui, Lin \| Du, Jiachen \| He, Yulan \| Xu, Ruifeng CIKM '20: The 29th ACM International Conference on Information and Knowledge Management (2020) Virtual Event Ireland 10.1145/3340531.3411868 Cited by (10) \| Cite \| Source
Commonsense Knowledge Enhanced Memory Network for Stance Classification (journal article) Du, Jiachen \| Gui, Lin \| Xu, Ruifeng \| Xia, Yunqing \| Wang, Xuan IEEE Intelligent Systems, volume 35, issue 4, pages 102-109 (2020). 10.1109/MIS.2020.2983497 Cited by (17) \| Cite \| Source
Jointly Learning Aspect-Focused and Inter-Aspect Relations with Graph Convolutional Networks for Aspect Sentiment Analysis (conference) Liang, Bin \| Yin, Rongdi \| Gui, Lin \| Du, Jiachen \| Xu, Ruifeng Proceedings of the 28th International Conference on Computational Linguistics (2020) Barcelona, Spain (Online) 10.18653/v1/2020.coling-main.13 Cited by (68) \| Cite \| Source
Extracting the Collaboration of Entity and Attribute: Gated Interactive Networks for Aspect Sentiment Analysis (book chapter) In Natural Language Processing and Chinese Computing Yin, Rongdi \| Su, Hang \| Liang, Bin \| Du, Jiachen \| Xu, Ruifeng Springer International Publishing (2020) 10.1007/978-3-030-60450-9_63 Cited by (3) \| Cite \| Source
Transition-based Directed Graph Construction for Emotion-Cause Pair Extraction (conference) Fan, Chuang \| Yuan, Chaofa \| Du, Jiachen \| Gui, Lin \| Yang, Min \| Xu, Ruifeng Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics (2020) Online 10.18653/v1/2020.acl-main.342 Cited by (68) \| Cite \| Source
Inferring user profiles in social media by joint modeling of text and networks (journal article) Xu, Ruifeng \| Du, Jiachen \| Zhao, Zhishan \| He, Yulan \| Gao, Qinghong \| Gui, Lin Science China Information Sciences, volume 62, issue 11 (2019). 10.1007/s11432-018-9718-9 Cited by (6) \| Cite \| Source