This is a repository for sharing papers in the field of persona-based conversational AI. The related source code for each paper is linked if available.
Creative Commons Attribution 4.0 International
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Introducing two papers on (1) role-playing LLM agents & (2) persona-grounded conversational agents #2
In addition, I want to introduce another paper presented at ACL 2023 Main: MPCHAT: Towards Multimodal Persona-Grounded Conversation.
This study focuses on constructing a multimodal persona-grounded dialogue dataset, where a multimodal (i.e., text+image) persona represents the user's personal experiences in their episodic memories.
We would greatly appreciate it if you could consider adding our papers to your repository and your survey paper.
Thanks!
Hi, what a fantastic resource for developing Persona-based conversational agents!
I want to highlight a recent paper presented at ACL 2024 Findings: TimeChara: Evaluating Point-in-Time Character Hallucination of Role-Playing Large Language Models. This study focuses on assessing hallucinations in role-playing LLM agents when they simulate characters at specific moments in time.
In addition, I want to introduce another paper presented at ACL 2023 Main: MPCHAT: Towards Multimodal Persona-Grounded Conversation. This study focuses on constructing a multimodal persona-grounded dialogue dataset, where a multimodal (i.e., text+image) persona represents the user's personal experiences in their episodic memories.
We would greatly appreciate it if you could consider adding our papers to your repository and your survey paper. Thanks!