Peixiang Zhong
Peixiang Zhong has 2 papers in our library, in 2019–2020, most of them on Sentiment & emotion, Dialogue systems; often with Chunyan Miao, Chen Zhang, Di Wang.
OpenAlex · ORCID · h-index 10 · 20 works · 1,565 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 136 times in our library · ⭐ Paper Stars ranking: #3250
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Concepts, shelves and topics
📚 Shelves 8The field of science this work belongs to (OpenAlex fields).Computer Science · 2 worksArtificial Intelligence · 2 worksPsychology · 1 workExperimental and Cognitive Psychology · 1 workSocial Psychology · 1 workArts and Humanities · 1 workHuman-Computer Interaction · 1 workLanguage and Linguistics · 1 work
🧭 Topics 2Research subjects and languages the work is about.Sentiment & emotion · 1 workDialogue systems · 1 work
Works by year
2020s
2010s
Papers
- Knowledge-Enriched Transformer for Emotion Detection in Textual Conversations (2019 · 372 citations)
The paper addresses emotion recognition for individual utterances in text dialogues. This is hard because speakers often express feelings implicitly, so a reader must rely on earlier turns and on world knowledge. The authors propose KET (Knowledge-Enriched Transformer), which uses a Transformer in a new way for this… - Towards Persona-Based Empathetic Conversational Models (2020 · 162 citations)
Prior work on empathetic dialogue agents mostly ignored who is speaking. Psychology links persona to personality, and personality in turn shapes empathy. The authors also found that, in EMPATHETICDIALOGUES, responses from different speakers diverge more than random response sets. To study this link, they define a…
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