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Personas for Artificial Intelligence (AI) an Open Source Toolbox
Personas have successfully supported the development of classical user interfaces for more than two decades by mapping users’ mental models to specific contexts.
Andreas Holzinger+5 more
doaj +2 more sources
Detecting Speaker Personas from Conversational Texts [PDF]
Personas are useful for dialogue response prediction. However, the personas used in current studies are pre-defined and hard to obtain before a conversation. To tackle this issue, we study a new task, named Speaker Persona Detection (SPD), which aims to detect speaker personas based on the plain conversational text. In this task, a best-matched persona
Jia-Chen Gu+5 more
arxiv +3 more sources
Partner Matters! An Empirical Study on Fusing Personas for Personalized Response Selection in Retrieval-Based Chatbots [PDF]
Persona can function as the prior knowledge for maintaining the consistency of dialogue systems. Most of previous studies adopted the self persona in dialogue whose response was about to be selected from a set of candidates or directly generated, but few have noticed the role of partner in dialogue. This paper makes an attempt to thoroughly explore the
Jia-Chen Gu+5 more
arxiv +3 more sources
Creating Personas with Disabilities [PDF]
Personas can help raise awareness among stakeholders about users' needs. While personas are made-up people, they are based on facts gathered from user research. Personas can also be used to raise awareness of universal design and accessibility needs of people with disabilities.
Schulz T., Skeide Fuglerud K.
arxiv +5 more sources
Co-Created Personas: Engaging and Empowering Users with Diverse Needs Within the Design Process [PDF]
Personas are powerful tools for designing technology and envisioning its usage. They are widely used to imagine archetypal users around whom to orient design work.
Timothy Neate+4 more
semanticscholar +3 more sources
Personas Design for Conversational Systems in Education
This research aims to explore how to enhance student engagement in higher education institutions (HEIs) while using a novel conversational system (chatbots).
Fatima Ali Amer Jid Almahri+2 more
doaj +2 more sources
The persona method is gaining widespread use and support. Many researchers have reported from single cases and novel domains how they have used the method. Few have conducted literature studies in order to identify and discuss the different understandings of the method. Fewer still have reported on ethnographic studies of practice.
Lene Nielsen, Kira Storgaard Hansen
openaire +3 more sources
Marked Personas: Using Natural Language Prompts to Measure Stereotypes in Language Models [PDF]
To recognize and mitigate harms from large language models (LLMs), we need to understand the prevalence and nuances of stereotypes in LLM outputs. Toward this end, we present Marked Personas, a prompt-based method to measure stereotypes in LLMs for ...
Myra Cheng, Esin Durmus, Dan Jurafsky
semanticscholar +1 more source
PersonaGen: A Tool for Generating Personas from User Feedback [PDF]
Personas are crucial in software development processes, particularly in agile settings. However, no effective tools are available for generating personas from user feedback in agile software development processes.
Xishuo Zhang+6 more
semanticscholar +1 more source
COSPLAY: Concept Set Guided Personalized Dialogue Generation Across Both Party Personas [PDF]
Maintaining a consistent persona is essential for building a human-like conversational model. However, the lack of attention to the partner makes the model more egocentric: they tend to show their persona by all means such as twisting the topic stiffly ...
Chengshi Xu+5 more
semanticscholar +1 more source