Sotabase

Career

· Professor In Natural Language Processing, King's College London2022–
· Deputy Head Of Department (Research), University of Warwick2021–2022
· Director Of Research, University of Warwick2020–2021
· Professor In Natural Language Processing, University of Warwick2018–2022
· Director Of The Systems Analytics Research Institute, Aston University2016–2018
· Reader, Aston University2015–2018
· Senior Lecturer, Aston University2013–2015
· Senior Lecturer, Knowledge Media Institute, The Open University2009–2012
· Lecturer, University of Exeter2008–2009
· Bachelor of Applied Science (BASc), Computer Engineering, Nanyang Technological University
· Master of Engineering (MEng), Computer Engineering, Nanyang Technological University
· Doctor of Philosophy (PhD), Engineering, University of Cambridge

Publications (98)

Weakly Supervised Joint Sentiment-Topic Detection from Text
IEEE Transactions on Knowledge and Data Engineering · 2012
356
cited
Topic-Driven and Knowledge-Aware Transformer for Dialogue Emotion Detection
Annual Meeting of the Association for Computational Linguistics · 2021
168
cited
Automatically Extracting Polarity-Bearing Topics for Cross-Domain Sentiment Classification
Annual Meeting of the Association for Computational Linguistics · 2011
161
cited
Multi-Modal Sarcasm Detection via Cross-Modal Graph Convolutional Network
Annual Meeting of the Association for Computational Linguistics · 2022
132
cited
Code Structure–Guided Transformer for Source Code Summarization
ACM Transactions on Software Engineering and Methodology · 2021
119
cited
Cross-modal Prototype Driven Network for Radiology Report Generation
European Conference on Computer Vision · 2022
110
cited
JointCL: A Joint Contrastive Learning Framework for Zero-Shot Stance Detection
Annual Meeting of the Association for Computational Linguistics · 2022
104
cited
Identification of DNA-binding proteins by incorporating evolutionary information into pseudo amino acid composition via the top-n-gram approach
Journal of Biomolecular Structure and Dynamics · 2015
90
cited
Target-adaptive Graph for Cross-target Stance Detection
The Web Conference · 2021
89
cited
Identifying DNA-binding proteins by combining support vector machine and PSSM distance transformation
BMC Systems Biology · 2015
87
cited
Zero-Shot Stance Detection via Contrastive Learning
The Web Conference · 2022
82
cited
TRU-NET: a deep learning approach to high resolution prediction of rainfall
Machine-mediated learning · 2020
80
cited
Citizen Participation and Machine Learning for a Better Democracy
Digit. Gov. Res. Pract. · 2021
73
cited
MemoChat: Tuning LLMs to Use Memos for Consistent Long-Range Open-Domain Conversation
arXiv.org · 2023
67
cited
Dynamic joint sentiment-topic model
ACM Transactions on Intelligent Systems and Technology · 2013
65
cited
TDAM: a Topic-Dependent Attention Model for Sentiment Analysis
Information Processing & Management · 2019
61
cited
Affective Dependency Graph for Sarcasm Detection
Annual International ACM SIGIR Conference on Research and Development in Information Retrieval · 2021
58
cited
PHEE: A Dataset for Pharmacovigilance Event Extraction from Text
Conference on Empirical Methods in Natural Language Processing · 2022
54
cited
A Comparative Study of Bayesian Models for Unsupervised Sentiment Detection
Conference on Computational Natural Language Learning · 2010
53
cited
Sentence Subjectivity Detection with Weakly-Supervised Learning
International Joint Conference on Natural Language Processing · 2011
53
cited
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Yulan He | Researcher Profile | Sotabase | Sotabase