Publications

Selected research spanning conversational AI, empathetic dialogue systems, affective computing, and text classification.

2021

Keyword-Guided Neural Conversational Model

Peixiang Zhong, Yong Liu, Hao Wang, and Chunyan Miao

Proceedings of AAAI 2021 (Long Paper)

2021

CARE: Commonsense-Aware Emotional Response Generation with Latent Concepts

Peixiang Zhong, Di Wang, Chen Zhang, Hao Wang, and Chunyan Miao

Proceedings of AAAI 2021 (Long Paper)

2021

ACT: an Attentive Convolutional Transformer for Efficient Text Classification

Pengfei Li, Peixiang Zhong, Kezhi Mao, Dongzhe Wang, Xuefeng Yang, Yunfeng Liu, Jianxiong (Terry) Yin, and Simon See

Proceedings of AAAI 2021 (Long Paper)

2020

Towards Persona-Based Empathetic Conversational Models

Peixiang Zhong, Chen Zhang, Hao Wang, Yong Liu, and Chunyan Miao

Proceedings of EMNLP 2020 (Long Paper)

2020

Convolutional Transformer with Sentiment-aware Attention for Sentiment Analysis

Pengfei Li, Peixiang Zhong, Jiaheng Zhang, and Kezhi Mao

Proceedings of IJCNN 2020 (Long Paper)

2019 Best Paper

EEG-Based Emotion Recognition Using Regularized Graph Neural Networks

Peixiang Zhong, Di Wang, and Chunyan Miao

IEEE Transactions on Affective Computing

Best Paper ยท Impact Factor: 11.2

2019

Knowledge-Enriched Transformer for Emotion Detection in Textual Conversations

Peixiang Zhong, Di Wang, and Chunyan Miao

Proceedings of EMNLP-IJCNLP 2019 (Long Paper)

Acceptance Rate: 25.6%

2019

ntuer at SemEval-2019 Task 3: Emotion Classification with Word and Sentence Representations in RCNN

Peixiang Zhong and Chunyan Miao

Proceedings of SemEval 2019 (Workshop)

2019

An Affect-Rich Neural Conversational Model with Biased Attention and Weighted Cross-Entropy Loss

Peixiang Zhong, Di Wang, and Chunyan Miao

Proceedings of AAAI 2019 (Long Paper)

Acceptance Rate: 16.2%