@inproceedings{feng-2023-modelling,
title = "Modelling Emotions in Task-Oriented Dialogue",
author = "Feng, Shutong",
editor = "Hudecek, Vojtech and
Schmidtova, Patricia and
Dinkar, Tanvi and
Chiyah-Garcia, Javier and
Sieinska, Weronika",
booktitle = "Proceedings of the 19th Annual Meeting of the Young Reseachers' Roundtable on Spoken Dialogue Systems",
month = sep,
year = "2023",
address = "Prague, Czechia",
publisher = "Association for Computational Linguistics",
url = "https://preview.aclanthology.org/fix-sig-urls/2023.yrrsds-1.20/",
pages = "54--56",
abstract = "My research interests lie in the area of modelling natural and human-like conversations, with a special focus on emotions in task-oriented dialogue (ToD) systems. ToD systems need to produce semantically and grammatically correct responses to fulfil the user{'}s goal. Being able to perceive and express emotions pushes them one more step towards achieving human-likeness. To begin with, I constructed a dataset with meaningful emotion labels as well as a wide coverage of emotions and linguistic features in ToDs. Then, I improved emotion recognition in conversations (ERC) in the task-oriented domain by exploiting key characteristics of ToDs. Currently, I am working towards enhancing ToD systems with emotions."
}
Markdown (Informal)
[Modelling Emotions in Task-Oriented Dialogue](https://preview.aclanthology.org/fix-sig-urls/2023.yrrsds-1.20/) (Feng, YRRSDS 2023)
ACL
- Shutong Feng. 2023. Modelling Emotions in Task-Oriented Dialogue. In Proceedings of the 19th Annual Meeting of the Young Reseachers' Roundtable on Spoken Dialogue Systems, pages 54–56, Prague, Czechia. Association for Computational Linguistics.