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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="utf-8">
<meta name="viewport" content="width=device-width, initial-scale=1">
<!-- Primary Meta Tags -->
<!-- TODO: Replace with your paper title and author names -->
<meta name="title" content="Orchid-Creator - Zhen Wu, Serkan Kuymol, Tristan Braud">
<!-- TODO: Write a compelling 150-160 character description of your research -->
<meta name="description" content="Large language models (LLMs) are reshaping interactive digital narratives (IDNs). However, creating complex interactive narratives while preserving narrative consistency remains challenging. We present Orchid‑Creator (Orchid), an LLM-based authoring tool that represents IDNs as story graphs with a card‑based interface for scene definition and conditional transitions. We evaluated Orchid in two studies: a usability study with eight authors, and a comparative study with 20 participants (authors, developers, and players) that compared Orchid to Twine and AI Dungeon. ">
<!-- TODO: Add 5-10 relevant keywords for your research area -->
<meta name="keywords" content="AI, interactive narrative, IDN, emergent narrative, LLMs, Authoring Environments, creative support">
<!-- TODO: List all authors -->
<meta name="author" content="Zhen Wu, Serkan Kuymol, Tristan Braud">
<meta name="robots" content="index, follow">
<meta name="language" content="English">
<!-- Open Graph / Facebook -->
<meta property="og:type" content="article">
<!-- TODO: Replace with your institution or lab name -->
<meta property="og:site_name" content="Hong Kong University of Science and Technology">
<!-- TODO: Same as paper title above -->
<meta property="og:title" content="Orchid-Creator: An Authoring Tool Supporting LLM-Driven Interactive Narrative Creation">
<!-- TODO: Same as description above -->
<meta property="og:description" content="Large language models (LLMs) are reshaping interactive digital narratives (IDNs). However, creating complex interactive narratives while preserving narrative consistency remains challenging. We present Orchid‑Creator (Orchid), an LLM-based authoring tool that represents IDNs as story graphs with a card‑based interface for scene definition and conditional transitions. We evaluated Orchid in two studies: a usability study with eight authors, and a comparative study with 20 participants (authors, developers, and players) that compared Orchid to Twine and AI Dungeon. ">
<!-- TODO: Replace with your actual website URL -->
<meta property="og:url" content="https://orchid.xrim.org">
<!-- TODO: Create a 1200x630px preview image and update path -->
<meta property="og:image" content="https://orchid.xrim.org/static/images/social_preview.png">
<meta property="og:image:width" content="1200">
<meta property="og:image:height" content="630">
<meta property="og:image:alt" content="Orchid-Creator: An Authoring Tool Supporting LLM-Driven Interactive Narrative Creation - Research Preview">
<meta property="article:published_time" content="2024-01-01T00:00:00.000Z">
<meta property="article:author" content="Zhen Wu">
<meta property="article:section" content="Research">
<meta property="article:tag" content="LLMs">
<meta property="article:tag" content="Interactive Narrative">
<!-- Twitter -->
<meta name="twitter:card" content="summary_large_image">
<!-- TODO: Replace with your lab/institution Twitter handle -->
<meta name="twitter:site" content="@YOUR_TWITTER_HANDLE">
<!-- TODO: Replace with first author's Twitter handle -->
<meta name="twitter:creator" content="@AUTHOR_TWITTER_HANDLE">
<!-- TODO: Same as paper title above -->
<meta name="twitter:title" content="Orchid-Creator: An Authoring Tool Supporting LLM-Driven Interactive Narrative Creation">
<!-- TODO: Same as description above -->
<meta name="twitter:description" content="Large language models (LLMs) are reshaping interactive digital narratives (IDNs). However, creating complex interactive narratives while preserving narrative consistency remains challenging. We present Orchid‑Creator (Orchid), an LLM-based authoring tool that represents IDNs as story graphs with a card‑based interface for scene definition and conditional transitions. We evaluated Orchid in two studies: a usability study with eight authors, and a comparative study with 20 participants (authors, developers, and players) that compared Orchid to Twine and AI Dungeon. ">
<!-- TODO: Same as social preview image above -->
<meta name="twitter:image" content="https://orchid.xrim.org/static/images/social_preview.png">
<meta name="twitter:image:alt" content="Orchid-Creator: An Authoring Tool Supporting LLM-Driven Interactive Narrative Creation - Research Preview">
<!-- Academic/Research Specific -->
<meta name="citation_title" content="Orchid-Creator: An Authoring Tool Supporting LLM-Driven Interactive Narrative Creation">
<meta name="citation_author" content="Wu, Zhen">
<meta name="citation_publication_date" content="2026-04-13">
<meta name="citation_conference_title" content="CHI 2026 CHI Conference on Human Factors in Computing Systems">
<meta name="citation_pdf_url" content="https://orchid.xrim.org/static/pdfs/paper.pdf">
<!-- Additional SEO -->
<meta name="theme-color" content="#2563eb">
<meta name="msapplication-TileColor" content="#2563eb">
<meta name="apple-mobile-web-app-capable" content="yes">
<meta name="apple-mobile-web-app-status-bar-style" content="default">
<!-- Preconnect for performance -->
<link rel="preconnect" href="https://fonts.googleapis.com">
<link rel="preconnect" href="https://fonts.gstatic.com" crossorigin>
<link rel="preconnect" href="https://ajax.googleapis.com">
<link rel="preconnect" href="https://documentcloud.adobe.com">
<link rel="preconnect" href="https://cdn.jsdelivr.net">
<!-- TODO: Replace with your paper title and authors -->
<title>Orchid-Creator: An Authoring Tool Supporting LLM-Driven Interactive Narrative Creation - Wu, Zhen, et al.</title>
<!-- Favicon and App Icons -->
<link rel="icon" type="image/x-icon" href="static/images/orchid.jpg">
<link rel="apple-touch-icon" href="static/images/orchid.jpg">
<!-- Critical CSS - Load synchronously -->
<link rel="stylesheet" href="static/css/bulma.min.css">
<link rel="stylesheet" href="static/css/index.css">
<!-- Non-critical CSS - Load asynchronously -->
<link rel="preload" href="static/css/bulma-carousel.min.css" as="style" onload="this.onload=null;this.rel='stylesheet'">
<link rel="preload" href="static/css/bulma-slider.min.css" as="style" onload="this.onload=null;this.rel='stylesheet'">
<link rel="preload" href="static/css/fontawesome.all.min.css" as="style" onload="this.onload=null;this.rel='stylesheet'">
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<!-- Fallback for browsers that don't support preload -->
<noscript>
<link rel="stylesheet" href="static/css/bulma-carousel.min.css">
<link rel="stylesheet" href="static/css/bulma-slider.min.css">
<link rel="stylesheet" href="static/css/fontawesome.all.min.css">
<link rel="stylesheet" href="https://cdn.jsdelivr.net/gh/jpswalsh/academicons@1/css/academicons.min.css">
</noscript>
<!-- Fonts - Optimized loading -->
<link href="https://fonts.googleapis.com/css2?family=Inter:wght@400;500;600;700;800&display=swap" rel="stylesheet">
<!-- Defer non-critical JavaScript -->
<script defer src="https://ajax.googleapis.com/ajax/libs/jquery/3.5.1/jquery.min.js"></script>
<script defer src="https://documentcloud.adobe.com/view-sdk/main.js"></script>
<script defer src="static/js/fontawesome.all.min.js"></script>
<script defer src="static/js/bulma-carousel.min.js"></script>
<script defer src="static/js/bulma-slider.min.js"></script>
<script defer src="static/js/index.js"></script>
<!-- Structured Data for Academic Papers -->
<script type="application/ld+json">
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"mainEntity": {
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"about": [
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<!-- Website/Organization Structured Data -->
<script type="application/ld+json">
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"sameAs": [
"https://zhenyoyo.github.io/",
"https://xrim.org/"
]
}
</script>
</head>
<body>
<!-- Scroll to Top Button -->
<button class="scroll-to-top" onclick="scrollToTop()" title="Scroll to top" aria-label="Scroll to top">
<i class="fas fa-chevron-up"></i>
</button>
<!-- More Works Dropdown -->
<div class="more-works-container">
<button class="more-works-btn" onclick="toggleMoreWorks()" title="View More Works from Our Lab">
<i class="fas fa-flask"></i>
More Works
<i class="fas fa-chevron-down dropdown-arrow"></i>
</button>
<div class="more-works-dropdown" id="moreWorksDropdown">
<div class="dropdown-header">
<h4>More Works related to Orchid-Creator</h4>
<button class="close-btn" onclick="toggleMoreWorks()">
<i class="fas fa-times"></i>
</button>
</div>
<div class="works-list">
<!-- TODO: Replace with your lab's related works -->
<a href="https://dl.acm.org/doi/10.1145/3698061.3726906#artseq-00001" class="work-item" target="_blank">
<div class="work-info">
<!-- TODO: Replace with actual paper title -->
<h5>Orchid: A Creative Approach for Authoring LLM-Driven Interactive Narratives</h5>
<!-- TODO: Replace with brief description -->
<p>This paper presents the design study of Orchid, a creative approach for authoring LLM-driven IDNs. Orchid allows users to structure the hierarchy of narrative stages and define the rules governing LLM narrative generation and transitions between stages.</p>
<!-- TODO: Replace with venue and year -->
<span class="work-venue">ACM Creative and Cognition 2025</span>
</div>
<i class="fas fa-external-link-alt"></i>
</a>
<!-- TODO: Add more related works or remove extra items -->
<a href="https://app-api.ddw.nl/programme/let-the-monster-speak" class="work-item" target="_blank">
<div class="work-info">
<h5>Let the Monster Speak@Dutch Design Week</h5>
<p>Let the Monster Speak is an interactive, AI-based educational game designed for families. It creates a space where parents and children can explore complex social issues together through the imaginative lens of monster narratives.</p>
<span class="work-venue">Dutch Design Week 2025</span>
</div>
<i class="fas fa-external-link-alt"></i>
</a>
<a href="https://dl.acm.org/doi/10.1145/3680530.3695446" class="work-item" target="_blank">
<div class="work-info">
<h5>I Light U Up: Exploring a New Emergent Narrative Paradigm through Physical Data Participation in AI Generative Experiences</h5>
<p>This paper introduces "I Light U Up", an interactive installation that explores the use of light as input for emergent narrative powered by LLM. The conceptual framework drives our intention to create Orchid.</p>
<span class="work-venue">SIGGRAPH Asia 2024</span>
</div>
<i class="fas fa-external-link-alt"></i>
</a>
</div>
</div>
</div>
<main id="main-content">
<section class="hero">
<div class="hero-body">
<div class="container is-max-desktop">
<div class="columns is-centered">
<div class="column has-text-centered">
<!-- TODO: Replace with your paper title -->
<h1 class="title is-1 publication-title">Orchid-Creator</h1>
<div class="is-size-5 publication-authors">
<!-- TODO: Replace with your paper authors and their personal links -->
<p>Main project contributors:</p>
<span class="author-block">
<a href="https://zhenyoyo.github.io/" target="_blank">Zhen Wu ⭐</a>
<span class="author-block">
<a href="https://www.skumyol.com/" target="_blank">Serkan Kuymol ⭐</a>
<span class="author-block">
<a href="https://xrim.hkust.edu.hk/" target="_blank">Tristan Braud ⭐</a>
</span>
</div>
<div class="is-size-5 publication-authors">
<!-- TODO: Replace with your institution and conference/journal info -->
<span class="author-block">Hong Kong University of Science and Technology</span>
<!-- TODO: Remove this line if no equal contribution -->
<!-- <span class="eql-cntrb"><small><br><sup>*</sup>Indicates Equal Contribution</small></span> -->
</div>
<div class="column has-text-centered">
<div class="publication-links">
<!-- TODO: Update with your arXiv paper ID -->
<span class="link-block">
<a href="https://dl.acm.org/doi/10.1145/3772318.3791426" target="_blank"
class="external-link button is-normal is-rounded is-dark">
<span class="icon">
<i class="fas fa-file-pdf"></i>
</span>
<span>CHI2026</span>
</a>
</span>
<span class="link-block">
<a href="https://dl.acm.org/doi/10.1145/3698061.3726906" target="_blank"
class="external-link button is-normal is-rounded is-dark">
<span class="icon">
<i class="fas fa-file-pdf"></i>
</span>
<span>C&C2025</span>
</a>
</span>
<!-- TODO: Add your supplementary material PDF or remove this section -->
<!-- <span class="link-block">
<a href="static/pdfs/supplementary_material.pdf" target="_blank"
class="external-link button is-normal is-rounded is-dark">
<span class="icon">
<i class="fas fa-file-pdf"></i>
</span>
<span>Supplementary</span>
</a>
</span> -->
<!-- TODO: Replace with your GitHub repository URL -->
<span class="link-block">
<a href="https://orchid.skumyol.com/" target="_blank"
class="external-link button is-normal is-rounded is-dark">
<span class="icon">
<i class="fa fa-magic"></i>
</span>
<span>Try Orchid-Creator Demo
</span>
</a>
</span>
<span class="link-block">
<a href="https://orchid.skumyol.com/" target="_blank"
class="external-link button is-normal is-rounded is-dark">
<span class="icon">
<i class="fa fa-magic"></i>
</span>
<span>Tutorial
</span>
</a>
</span>
<!-- TODO: Update with your arXiv paper ID -->
<!-- <span class="link-block">
<a href="https://arxiv.org/abs/<ARXIV PAPER ID>" target="_blank"
class="external-link button is-normal is-rounded is-dark">
<span class="icon">
<i class="ai ai-arxiv"></i>
</span>
<span>arXiv</span> -->
</a>
</span>
</div>
</div>
</div>
</div>
</div>
</div>
</section>
<!-- Teaser video-->
<section class="hero teas《er">
<div class="container is-max-desktop">
<div class="hero-body">
<!-- TODO: Replace with your teaser video -->
<video poster="" id="tree" autoplay controls muted loop height="100%" preload="metadata">
<!-- TODO: Add your video file path here -->
<source src="static/videos/orchidanimation2.mp4" type="video/mp4">
</video>
<!-- TODO: Replace with your video description -->
<h2>
Orchid-Creator is an emergent narrative authoring tool governed by open-ended rules. You can create forking path. It's powered by LLM, but still need your creative experimentation to produce something poetic. ©Zhen Wu </h2>
</div>
</div>
</section>
<!-- End teaser video -->
<!-- Paper abstract -->
<section class="section hero is-light">
<div class="container is-max-desktop">
<div class="columns is-centered has-text-centered">
<div class="column is-four-fifths">
<h2 class="title is-3">What is Orchid-Creator?</h2>
<div class="content has-text-justified">
<!-- TODO: Replace with your paper abstract -->
<p>
Large language models (LLMs) are reshaping interactive digital narratives (IDNs). However, creating complex interactive narratives while preserving narrative consistency remains challenging. We present Orchid‑Creator (Orchid), an LLM-based authoring tool that represents IDNs as story graphs with a card‑based interface for scene definition and conditional transitions. </p>
</div>
</div>
</div>
</div>
</section>
<!-- End paper abstract -->
<div class="section">
<img src="static/images/teaser.jpg" alt="Section Divider" loading="lazy" style="display: block; margin: 0 auto; max-width: 1000px; width: 100%; height: auto;"/>
</div>
<!-- Paper abstract -->
<section class="section hero is-light">
<div class="container is-max-desktop">
<div class="columns is-centered has-text-centered">
<div class="column is-four-fifths">
<div class="content has-text-justified">
<!-- TODO: Replace with your paper abstract -->
<p>
Orchid‑Creator breaks LLM‑driven IDN creation into three phases: 1) Cards Authoring - Create small reusable building blocks—like characters, world settings- into atomic prompts—to define what your story can use. 2) Story Graph & Transitions - Use a visual canvas to design your story’s branching structure. Create nodes, then attach cards — each card acts as the prompt that determines what the LLM generates there. Link nodes with transitions to define where the story goes next. 3) Playtesting – Test your narrative by acting as the player—checking flow, clarity, and outcomes—so you can refine before release.
</p>
</div>
</div>
</div>
</div>
</section>
<!-- End paper abstract -->
<div class="content has-text-justified">
<p>
</div>
<!-- Image carousel -->
<section class="hero is-small">
<div class="hero-body">
<div class="container">
<div id="results-carousel" class="carousel results-carousel">
<div class="item">
<!-- TODO: Replace with your research result images -->
<img src="static/images/page1.jpg" alt="First page of Orchid-Creator" loading="lazy"/>
<!-- TODO: Replace with description of this result -->
<h2 class="subtitle has-text-centered">
Page 1-Card Authoring, users can define narrative cards, each of which corresponds to a specific narrative element: World Setting, Character, Narrator Behavior, Player Input, Event, Global Variable.
</h2>
</div>
<div class="item">
<!-- Your image here -->
<img src="static/images/image.jpg" alt="Second research result visualization" loading="lazy"/>
<h2 class="subtitle has-text-centered">
Page 2-Story Graph & Transitions, users create nodes their connections, as well as populate each node with cards to define the narrative content.
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Page 3-Playtesting, users can test their narrative by acting as the player.</h2>
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An abstraction of the architecture and components of Orchid‑Creator. ©Orchid-Creator
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<h3 style="font-size: 1.2em;">Paper Presentation at CHI2026</h3>
<h3 style="font-size: 1em;"> Orchid-Creator: An Authoring Tool Supporting LLM-Driven Interactive Narrative Creation. In Proceedings of the 2026 CHI Conference on Human Factors in Computing Systems(CHI’26). Z. Wu, K. Serkan, Z. Y. Ma, T. Braud. </h3>
<h3 style="color: #e75480; font-size: 1em;">Coming soon~ describes the improved system design, comprehensive evaluation and a longitudinal study.</h3>
<h3 style="font-size: 1.2em;">----------</h3>
<h3 style="font-size: 1.2em;">Paper Presentation at C&C2025</h3>
<h3 style="font-size: 1em;"> Orchid: A Creative Approach for Authoring LLM-Driven Interactive Narratives. In Proceedings of the 2025 Conference on Creativity and Cognition(C&C). Z. Wu, S. Kumyol, S. Y. Wong, X. Hu, X. Tong, T. Braud. 2025. </h3>
<h3 style="color: #e75480; font-size: 1em;">Describes the conceptual framework and a technology probe-based study. </h3>
<h3>❀</h3>
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<h2 class="subtitle has-text-centered">In page 1, users can define narrative cards, each of which corresponds to a specific narrative element: World Setting, Character, Narrator Behavior, Player Input, Event, Global Variable. Authors can create new cards, save and load cards, and check the total number of cards.</h2>
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<h2 class="subtitle has-text-centered">In page 2, users can define narrative cards, each of which corresponds to a specific narrative element: World Setting, Character, Narrator Behavior, Player Input, Event, Global Variable. Authors can create new cards, save and load cards, and check the total number of cards.</h2>
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<h2 class="subtitle has-text-centered"> Page 3 operation walkthrough. Users can roll back to a specific stage that have been transvered." name="" id="">In phase 1, users can define narrative cards, each of which corresponds to a specific narrative element: World Setting, Character, Narrator Behavior, Player Input, Event, Global Variable. Authors can create new cards, save and load cards, and check the total number of cards.</h2>
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<h2 class="title">Pre-print @ CHI2026 (Please view and cite the ACM version when available)
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<P>DOI: 10.1145/3772318.3791426.</P>
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<pre id="bibtex-code"><code>@inproceedings{your-key-2026-chi,
author = {Zhen Wu, Serkan Kuymol, Zhengyang Ma, and Tristan Braud},
title = {Orchid-Creator: An Authoring Tool Supporting LLM-Driven Interactive Narrative Creation},
booktitle = {Proceedings of the 2026 CHI Conference on Human Factors in Computing Systems (CHI '26)},
year = {2026},
address = {Barcelona, Spain},
month = apr,
pages = {},
doi = {10.1145/3772318.3791426},
isbn = {979-8-4007-2278-3/2026/04}
}</code></pre>
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<P>If you are interested in collaboration or have any questions regarding the research, please feel free to contact. For further inquiries, you can reach Zhen Wu at <a href="mailto:zwuch@connect.ust.hk">zwuch@connect.ust.hk</a>. </P>
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