About me
I am a Ph.D. student in Computer Technology at School of Computer Science and Engineering, Sun Yat-sen University. I received my M.E. degree in Control Engineering and B.E. degree in Electronic Information Engineering from Civil Aviation University of China. My research primarily focuses on Natural Language Processing. I am delighted to share that I have been accepted into the 2023 Tencent Rhino-Bird Research Elite Program at Tencent AI Lab. During this program, I will be conducting research on trustworthy generative AI.
My research areas currently include Alignment of LLMs, Attribution Analysis, Text-based Personality Detection, etc.
Interests
- Natural Language Processing
- Interpretability
- Psycholinguistic
Experience
Research Intern
2023 Tencent Rhino-Bird Research Elite Program
Publications
(2023).
PsyCoT: Psychological Questionnaire as Powerful Chain-of-Thought for Personality Detection.
In EMNLP 2023, Findings, 2023.
(2023).
Dual-Feedback Knowledge Retrieval for Task-Oriented Dialogue Systems.
In EMNLP 2023, Main Conference, 2023.
(2023).
Explore-Instruct: Enhancing Domain-Specific Instruction Coverage through Active Exploration.
In EMNLP 2023, Main Conference, 2023.
(2023).
Clustering-Aware Negative Sampling for Unsupervised Sentence Representation.
In ACL 2023, Findings, 2023.
(2022).
Orders Are Unwanted: Dynamic Deep Graph Convolutional Network for Personality Detection.
In AAAI 2023, Main Track, pages 13896-13904, 2022.
(2022).
AD-DROP: Attribution-Driven Dropout for Robust Language Model Fine-Tuning.
In NeurIPS 2022, pages 12310-12324, 2022.
(2021).
Learning to Answer Psychological Questionnaire for Personality Detection.
In EMNLP 2021, Findings, pages 1131–1142, 2021.
(2021).
Psycholinguistic Tripartite Graph Network for Personality Detection.
In ACL 2021, Main Conference, Pages 4229–4239, 2021.
(2020).
Two-Level LSTM for Sentiment Analysis With Lexicon Embedding and Polar Flipping.
IEEE Transactions on Cybernetics, 2020.
(2020).
Mitigating Sentimental Bias via A Polar Attention Mechanism.
International Journal of Data Science and Analytics, 2021, 11(1): 27-36.
(2019).
Aspect-based Sentiment Analysis with New Target Representation and Dependency Attention.
IEEE Transactions on Affective Computing, 2019.
(2019).
Feature extraction and prediction of QAR data based on CNN-LSTM.
Appl. Res. Comput, 2019.
Education
Ph.D. in Computer Technology
M.E. in Control Engineering
B.E. in Electronic Information Engineering (CDIO)