Knowledge grounded medical dialogue generation using augmented graphs

D Varshney, A Zafar, NK Behera, A Ekbal - Scientific Reports, 2023 - nature.com
Smart healthcare systems that make use of abundant health data can improve access to
healthcare services, reduce medical costs and provide consistently high-quality patient care …

Diverse dialogue generation by fusing mutual persona-aware and self-transferrer

F Xu, G Xu, Y Wang, R Wang, Q Ding, P Liu, Z Zhu - Applied Intelligence, 2022 - Springer
In recent years, personalized dialogue generation has attracted researchers' attention due to
its wide range of applications. Although there has been much excellent research, current …

Emotional dialogue generation model of electronic commerce intelligent customer service based on topic expansion

Y Dai, Z Huang, W He, N Khan, Y Yang - Engineering Applications of …, 2024 - Elsevier
Current electronic commerce (e-commerce) customer service systems often rely on retrieval-
based methods, resulting in impersonal and emotionally flat responses. These systems …

A cooperative memory network for personalized task-oriented dialogue systems with incomplete user profiles

J Pei, P Ren, M De Rijke - Proceedings of the web conference 2021, 2021 - dl.acm.org
There is increasing interest in develo** personalized Task-oriented Dialogue Systems
(TDSs). Previous work on personalized TDSs often assumes that complete user profiles are …

Heterogeneous relational graph neural networks with adaptive objective for end-to-end task-oriented dialogue

Q Liu, G Bai, S He, C Liu, K Liu, J Zhao - Knowledge-Based Systems, 2021 - Elsevier
End-to-end task-oriented dialogue systems, which provide a natural and informative way for
human–computer interaction, are gaining more and more attention. The main challenge of …

MulZDG: Multilingual code-switching framework for zero-shot dialogue generation

Y Liu, S Feng, D Wang, Y Zhang - arxiv preprint arxiv:2208.08629, 2022 - arxiv.org
Building dialogue generation systems in a zero-shot scenario remains a huge challenge,
since the typical zero-shot approaches in dialogue generation rely heavily on large-scale …

多轮任务型对话系统研究进展.

曹亚如, 张丽萍, 赵乐乐 - Application Research of …, 2022 - search.ebscohost.com
对话系统旨在实现机器与人类进行信息交流并向其提供个性化服务, 具有一定的研究价值.
为了及时跟进相关领域的研究, 对其目前研究进展进行综述. 首先针对对话系统的发展和分类 …

Personalized chit-chat generation for recommendation using external chat corpora

C Chen, X Wang, X Yi, F Wu, X **e, R Yan - Proceedings of the 28th …, 2022 - dl.acm.org
Chit-chat has been shown effective in engaging users in human-computer interaction. We
find with a user study that generating appropriate chit-chat for news articles can help expand …

From easy to hard: Improving personalized response generation of task-oriented dialogue systems by leveraging capacity in open-domain dialogues

M Zhao, L Wang, Z Jiang, Y Liu, R Li, Z Hu… - Knowledge-Based Systems, 2024 - Elsevier
A task-oriented dialogue system (TOD) is an important application of artificial intelligence. In
the past few years, works on personalized TODs have attracted increased research attention …