mlsanityData to 14 Oct 2026

ORIBA: Exploring LLM-Driven Role-Play Chatbot as a Creativity Support Tool for Original Character Artists

arXiv 2512.12630 ↗First posted 14 Dec 2025cs.HC cs.AIcited by 1

Not on the map. Why?

Abstract (arXiv)

Recent advances in Generative AI (GAI) have led to new opportunities for creativity support. However, this technology has raised ethical concerns in the visual artists community. This paper explores how GAI can assist visual artists in developing original characters (OCs) while respecting their creative agency. We present ORIBA, an AI chatbot leveraging large language models (LLMs) to enable artists to role-play with their OCs, focusing on conceptualization (e.g., backstories) while leaving exposition (visual creation) to creators. Through a study with 14 artists, we found ORIBA motivated artists' imaginative engagement, developing multidimensional attributes and stronger bonds with OCs that inspire their creative process. Our contributions include design insights for AI systems that develop from artists' perspectives, demonstrating how LLMs can support cross-modal creativity while preserving creative agency in OC art. This paper highlights the potential of GAI as a neutral, non-visual support that strengthens existing creative practice, without infringing artistic exposition.

Key facts. Cited by 1 paper in the map (data through 14 Oct 2026). Builds on 21 of its 87 references that are in the map. First posted on arXiv 14 Dec 2025.

Builds on

21 of 87 references.

References · 21

  1. 2020Language Models are Few-Shot Learnerscited by 32,419
  2. 2021High-Resolution Image Synthesis with Latent Diffusion Modelscited by 18,863
  3. 2023GPT-4 Technical Reportcited by 18,396
  4. 2022Chain-of-Thought Prompting Elicits Reasoning in Large Language Modelscited by 12,459
  5. 2025DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learningcited by 6,330
  6. 2022Self-Consistency Improves Chain of Thought Reasoning in Language Modelscited by 5,708
  7. 2022PaLM: Scaling Language Modeling with Pathwayscited by 5,326
  8. 2023Generative Agents: Interactive Simulacra of Human Behaviorcited by 3,568
  9. 2023Tree of Thoughts: Deliberate Problem Solving with Large Language Modelscited by 3,211
  10. 2023Reasoning with Language Model is Planning with World Modelcited by 861
  11. 2022Co-Writing Screenplays and Theatre Scripts with Language Models: An Evaluation by Industry Professionalscited by 191
  12. 2022Designing Creative AI Partners with COFI: A Framework for Modeling Interaction in Human-AI Co-Creative Systemscited by 59
9 more
  1. 2021"Let Your Characters Tell Their Story": A Dataset for Character-Centric Narrative Understandingcited by 48
  2. 2023PromptPaint: Steering Text-to-Image Generation Through Paint Medium-like Interactionscited by 34
  3. 2023Prompting for Discovery: Flexible Sense-Making for AI Art-Making with Dreamsheetscited by 22
  4. 2023Language as Reality: A Co-Creative Storytelling Game Experience in 1001 Nights using Generative AIcited by 21
  5. 2021CharacterChat: Supporting the Creation of Fictional Characters through Conversation and Progressive Manifestation with a Chatbotcited by 18
  6. 2024"Confrontation or Acceptance": Understanding Novice Visual Artists' Perception towards AI-assisted Art Creationcited by 3
  7. 2025Sketchar: Supporting Character Design and Illustration Prototyping Using Generative AIcited by 3
  8. 2025Between Puppet and Actor: Reframing Authorship in this Age of AI Agentscited by 2
  9. 2017Automation in Human-Machine Networks: How Increasing Machine Agency Affects Human Agencycited by 1

Built on by

Cited by year (2026 to 14 Oct)

Citing papers per year: 2026: 1.

1 paper.