Yirong Chen

About

I am currently a Ph.D. student with School of Eletronic and Information Engieering, South China University of Technology, China, where I obtained my bachelor degree. My research interest mainly lies in Natural Language Processing(NLP) and Dialogue system.
I am advised by Prof. Xiangmin Xu and Associate Prof. Xiaofen Xing in SCUT and co-advised by Prof. Dacheng Tao in USYD.

Employment

Employment history is unavailable.

Education

• South China University of Technology Doctor
  2019 - 2024
• South China University of Technology Bachelor
  2015 - 2019

Projects & Funding

Projects & funding information is unavailable.

Publications (11)

• Speaker-Aware Hierarchical Transformer For Personality Recognition In Multiparty Dialogues
  ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2023 DOI: 10.1109/icassp49357.2023.10096637
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• BianQue: Balancing the Questioning and Suggestion Ability of Health LLMs with Multi-turn Health Conversations Polished by ChatGPT
  arXiv 2023 DOI: 10.48550/arXiv.2310.15896
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• Exploring Prompt-based Multi-task Learning for Multimodal Dialog State Tracking and Immersive Multimodal Conversation
  Proceedings of the 11th Dialog System Technology Challenge, DSTC 2023 2023
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• SoulChat: Improving LLMs' Empathy, Listening, and Comfort Abilities through Fine-tuning with Multi-turn Empathy Conversations
  Findings of the Association for Computational Linguistics: EMNLP 2023 2023
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• CPED: A Large-Scale Chinese Personalized and Emotional Dialogue Dataset for Conversational AI
  2022 DOI: 10.36227/techrxiv.19919483
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• Modeling Compositionality with Dependency Graph for Dialogue Generation
  SUKI 2022 - Workshop on Structured and Unstructured Knowledge Integration, Proceedings of the Workshop 2022
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• BERT Based Cross-Task Sentiment Analysis with Adversarial Learning
  Companion Publication of the 2021 International Conference on Multimodal Interaction 2021 DOI: 10.1145/3461615.3491103
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• Indoor Real-Time 3-D Visible Light Positioning System Using Fingerprinting and Extreme Learning Machine
  IEEE Access 2020 DOI: 10.1109/ACCESS.2019.2961939
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• Indoor high-precision three-dimensional positioning algorithm based on visible light communication and fingerprinting using K-means and random forest
  Optical Engineering 2019 DOI: 10.1117/1.OE.58.1.016102
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• Performance comparison and analysis on different optimization models for high-precision three-dimensional visible light positioning
  Optical Engineering 2018 DOI: 10.1117/1.OE.57.12.125101
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