In multi-turn dialogue generation, response is usually related with only a few contexts. Therefore, an ideal model should be able to detect these relevant contexts and produce a …
Y Saoudi, MM Gammoudi - Jordanian Journal of Computers and …, 2023 - researchgate.net
Conversational systems have recently garnered increased attention due to advancements in Large Language Models (LLMs) and Language Models for Dialogue Applications (LaMDA) …
JPT Hernandez - The Journal of Medical Investigation, 2019 - jstage.jst.go.jp
The dominant framework of this article comes from the “Transactive Relationship Theory of Nursing”/TRETON by Tanioka (16) articulating the relationship between human agent (the …
Recent years the task of incomplete utterance rewriting has raised a large attention. Previous works usually shape it as a machine translation task and employ sequence to …
R Yan, J Li, Z Yu - Foundations and Trends® in Information …, 2022 - nowpublishers.com
With the rapid progress of deep neural models and the explosion of available data resources, dialogue systems that supports extensive topics and chit-chat conversations are …
Y Ling, F Cai, X Hu, J Liu, W Chen, H Chen - Information Processing & …, 2021 - Elsevier
Incorporating topic information can help response generation models to produce informative responses for chat-bots. Previous work only considers the individual semantic of each topic …
Recently, knowledge-grounded conversations in the open domain gain great attention from researchers. Existing works on retrieval-based dialogue systems have paid tremendous …
H Zhang, Y Lan, L Pang, H Chen, Z Ding… - arXiv preprint arXiv …, 2020 - arxiv.org
Topic drift is a common phenomenon in multi-turn dialogue. Therefore, an ideal dialogue generation models should be able to capture the topic information of each context, detect the …
L Shen, Y Feng, H Zhan - arXiv preprint arXiv:1906.07429, 2019 - arxiv.org
Multi-turn conversations consist of complex semantic structures, and it is still a challenge to generate coherent and diverse responses given previous utterances. It's practical that a …