mlsanityData to 7 Oct 2026

CharacterChat: Supporting the Creation of Fictional Characters through Conversation and Progressive Manifestation with a Chatbot

arXiv 2106.12314 ↗First posted 23 Jun 2021cs.HC cs.CLcited by 18

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Abstract (arXiv)

We present CharacterChat, a concept and chatbot to support writers in creating fictional characters. Concretely, writers progressively turn the bot into their imagined character through conversation. We iteratively developed CharacterChat in a user-centred approach, starting with a survey on character creation with writers (N=30), followed by two qualitative user studies (N=7 and N=8). Our prototype combines two modes: (1) Guided prompts help writers define character attributes (e.g. User: "Your name is Jane."), including suggestions for attributes (e.g. Bot: "What is my main motivation?") and values, realised as a rule-based system with a concept network. (2) Open conversation with the chatbot helps writers explore their character and get inspiration, realised with a language model that takes into account the defined character attributes. Our user studies reveal benefits particularly for early stages of character creation, and challenges due to limited conversational capabilities. We conclude with lessons learned and ideas for future work.

Key facts. Cited by 18 papers in the map (data through 7 Oct 2026). Builds on 5 of its 41 references that are in the map. First posted on arXiv 23 Jun 2021.

Builds on

5 of 41 references.

References · 5

  1. 2020Language Models are Few-Shot Learnerscited by 32,199
  2. 2016ConceptNet 5.5: An Open Multilingual Graph of General Knowledgecited by 1,065
  3. 2019TransferTransfo: A Transfer Learning Approach for Neural Network Based Conversational Agentscited by 188
  4. 2019An Interaction Framework for Studying Co-Creative AIcited by 19
  5. 2020Conversations with Documents. An Exploration of Document-Centered Assistancecited by 12

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Cited by year (2026 to 7 Oct)

Citing papers per year: 2021: 1; 2022: 3; 2023: 3; 2024: 3; 2025: 4; 2026: 4.

18 papers.

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  1. 2022Co-Writing Screenplays and Theatre Scripts with Language Models: An Evaluation by Industry Professionalscited by 191
  2. 2021Sparks: Inspiration for Science Writing using Language Modelscited by 80
  3. 2024A Design Space for Intelligent and Interactive Writing Assistantscited by 76
  4. 2024From Individual to Society: A Survey on Social Simulation Driven by Large Language Model-based Agentscited by 76
  5. 2022Designing Creative AI Partners with COFI: A Framework for Modeling Interaction in Human-AI Co-Creative Systemscited by 59
  6. 2022Beyond Text Generation: Supporting Writers with Continuous Automatic Text Summariescited by 47
  7. 2023Writer-Defined AI Personas for On-Demand Feedback Generationcited by 36
  8. 2023Creativity Support in the Age of Large Language Models: An Empirical Study Involving Emerging Writerscited by 32
  9. 2025Co-Writing with AI, on Human Terms: Aligning Research with User Demands Across the Writing Processcited by 14
  10. 2025Where Do I 'Add the Egg'?: Exploring Agency and Ownership in AI Creative Co-Writing Systemscited by 7
  11. 2024Language Models as Critical Thinking Tools: A Case Study of Philosopherscited by 6
  12. 2023Inspire creativity with ORIBA: Transform Artists' Original Characters into Chatbots through Large Language Modelcited by 5
6 more
  1. 2025Constella: Supporting Storywriters' Interconnected Character Creation through LLM-based Multi-Agentscited by 4
  2. 2026Narrix: Remixing Narrative Strategies from Examples for Story Writingcited by 4
  3. 2026A Platform for Interactive AI Character Experiencescited by 2
  4. 2025ORIBA: Exploring LLM-Driven Role-Play Chatbot as a Creativity Support Tool for Original Character Artistscited by 1
  5. 2026Beyond Compliance: How AI Could Help Creative Writers by Refusing Themcited by 0
  6. 2026Towards Cognitive Process-Aware Proactive Writing Supportcited by 0