PAED: Zero-shot persona attribute extraction in dialogues

L Zhu, W Li, R Mao, V Pandelea… - Proceedings of the 61st …, 2023 - aclanthology.org
Persona attribute extraction is critical for personalized human-computer interaction.
Dialogue is an important medium that communicates and delivers persona information …

PERSONACHATGEN: Generating personalized dialogues using GPT-3

YJ Lee, CG Lim, Y Choi, JH Lm… - Proceedings of the 1st …, 2022 - aclanthology.org
Recently, many prior works have made their own agents generate more personalized and
engaging responses using personachat. However, since this dataset is frozen in 2018, the …

PANDA: Persona Attributes Navigation for Detecting and Alleviating Overuse Problem in Large Language Models

J Kim, S Koo, HS Lim - Proceedings of the 2024 Conference on …, 2024 - aclanthology.org
In the persona-grounded dialogue (PGD) task, it is required not only to respond fluently, but
also to ground the attributes according to the current conversation topic properly. However …

Exploring implicit persona knowledge for personalized dialogue generation

F Xu, Z Ding, Z Zhu, P Liu - The Journal of Supercomputing, 2023 - Springer
In recent years, personalized dialogue systems have drawn growing attention as they can
serve as a personalized assistant for a specific user. A key feature of personalized dialogue …

Understanding and explaining affective traits in english and code-mixed conversations

S Kumar, T Chakraborty - 2024 - repository.iiitd.edu.in
In the past decade, Natural Language Processing has undergone a transformative journey,
marked by profound changes. The realm of conversational discourse, in particular, has …