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Recent advances in scene-based video generation enable coherent visual narratives from structured prompts, yet a key aspect of storytelling -- character-driven dialogue and speech -- remains underexplored. We present a modular pipeline that…

Computer Vision and Pattern Recognition · Computer Science 2026-05-20 Taewon Kang , Ming C. Lin

Traditional information retrieval is primarily concerned with finding relevant information from large datasets without imposing a structure within the retrieved pieces of data. However, structuring information in the form of…

Information Retrieval · Computer Science 2025-03-21 Fausto German , Brian Keith , Chris North

Story generation aims to automatically produce coherent, structured, and engaging narratives. Although large language models (LLMs) have significantly advanced text generation, stories generated by LLMs still diverge from human-authored…

Computation and Language · Computer Science 2026-05-07 Haotian Xia , Hao Peng , Yunjia Qi , Xiaozhi Wang , Bin Xu , Lei Hou , Juanzi Li

The emotional arc is a universal narrative structure underlying stories across cultures and media -- an idea central to structuralist narratology, often encapsulated in the phrase "all stories are one story." We present a framework for…

Artificial Intelligence · Computer Science 2025-08-05 Yunge Wen , Chenliang Huang , Hangyu Zhou , Zhuo Zeng , Chun Ming Louis Po , Julian Togelius , Timothy Merino , Sam Earle

This paper introduces Kahaani, a multimodal, co-creative storytelling system that leverages Generative Artificial Intelligence, designed for children to address the challenge of sustaining engagement to foster educational narrative…

Computation and Language · Computer Science 2026-02-10 Samee Arif , Muhammad Saad Haroon , Aamina Jamal Khan , Taimoor Arif , Agha Ali Raza , Awais Athar

We consider the problem of designing an artificial agent capable of interacting with humans in collaborative dialogue to produce creative, engaging narratives. In this task, the goal is to establish universe details, and to collaborate on…

Human-Computer Interaction · Computer Science 2019-02-01 Kory W. Mathewson , Pablo Samuel Castro , Colin Cherry , George Foster , Marc G. Bellemare

Data-driven storytelling has gained prominence in journalism and other data reporting fields. However, the process of creating these stories remains challenging, often requiring the integration of effective visualizations with compelling…

Human-Computer Interaction · Computer Science 2025-04-01 Yu Fu , Dennis Bromley , Vidya Setlur

We address the problem of visual storytelling, i.e., generating a story for a given sequence of images. While each sentence of the story should describe a corresponding image, a coherent story also needs to be consistent and relate to both…

Computer Vision and Pattern Recognition · Computer Science 2022-11-10 Tom Braude , Idan Schwartz , Alexander Schwing , Ariel Shamir

Recent advances in text-to-image diffusion models have spurred significant interest in continuous story image generation. In this paper, we introduce Storynizor, a model capable of generating coherent stories with strong inter-frame…

Computer Vision and Pattern Recognition · Computer Science 2024-10-01 Yuhang Ma , Wenting Xu , Chaoyi Zhao , Keqiang Sun , Qinfeng Jin , Zeng Zhao , Changjie Fan , Zhipeng Hu

Cross-language collaborative storytelling plays a vital role in children's language learning and cultural development, fostering both expressive ability and intercultural awareness. Yet, in practice, children's participation is often…

Human-Computer Interaction · Computer Science 2026-03-06 Wenxin Zhao , Peng Zhang , Hansu Gu , Haoxuan Zhou , Xiaojie Huo , Lin Wang , Wen Zheng , Tun Lu , Ning Gu

New systems employ Machine Learning to sift through large knowledge sources, creating flexible Large Language Models. These models discern context and predict sequential information in various communication forms. Generative AI, leveraging…

Artificial Intelligence · Computer Science 2023-07-19 Ted Selker

Personalization is critical for improving user experience in interactive writing and educational applications, yet remains understudied in story generation. We study the task of personalizing story generation, where our goal is to mimic an…

Computation and Language · Computer Science 2026-01-07 Nischal Ashok Kumar , Chau Minh Pham , Mohit Iyyer , Andrew Lan

The topic of Co-creation, i.e., AI agents interacting with humans to generate outputs (e.g., art), has gained significant attention recently. However, most studies focus on adult-human interactions in a digital setting. This paper explores…

Artificial Intelligence · Computer Science 2026-05-29 Arturo Valdivia , Paolo Burelli

An interactive vignette is a popular and immersive visual storytelling approach that invites viewers to role-play a character and influences the narrative in an interactive environment. However, it has not been widely used by everyday…

Human-Computer Interaction · Computer Science 2026-02-05 Jiangnan Xu , Haeseul Cha , Gosu Choi , Gyu-cheol Lee , Yeo-Jin Yoon , Zucheul Lee , Konstantinos Papangelis , Dae Hyun Kim , Juho Kim

Naturally controllable human-scene interaction (HSI) generation has an important role in various fields, such as VR/AR content creation and human-centered AI. However, existing methods are unnatural and unintuitive in their controllability,…

Computer Vision and Pattern Recognition · Computer Science 2023-03-17 Haibiao Xuan , Xiongzheng Li , Jinsong Zhang , Hongwen Zhang , Yebin Liu , Kun Li

Story visualization aims to generate a series of images that match the story described in texts, and it requires the generated images to satisfy high quality, alignment with the text description, and consistency in character identities.…

Computer Vision and Pattern Recognition · Computer Science 2023-11-21 Wen Wang , Canyu Zhao , Hao Chen , Zhekai Chen , Kecheng Zheng , Chunhua Shen

Despite its benefits for children's skill development and parent-child bonding, many parents do not often engage in interactive storytelling by having story-related dialogues with their child due to limited availability or challenges in…

Human-Computer Interaction · Computer Science 2022-03-16 Zheng Zhang , Ying Xu , Yanhao Wang , Bingsheng Yao , Daniel Ritchie , Tongshuang Wu , Mo Yu , Dakuo Wang , Toby Jia-Jun Li

To facilitate the creation of compelling and engaging data stories, AI-powered tools have been introduced to automate the three stages in the workflow: analyzing data, organizing findings, and creating visuals. However, these tools rely on…

Human-Computer Interaction · Computer Science 2025-01-08 Haotian Li , Lu Ying , Leixian Shen , Yun Wang , Yingcai Wu , Huamin Qu

We are enveloped by stories of visual interpretations in our everyday lives. The way we narrate a story often comprises of two stages, which are, forming a central mind map of entities and then weaving a story around them. A contributing…

Computation and Language · Computer Science 2019-09-24 Ruo-Ping Dong , Khyathi Raghavi Chandu , Alan W Black

Human communication is often executed in the form of a narrative, an account of connected events composed of characters, actions, and settings. A coherent narrative structure is therefore a requisite for a well-formulated narrative -- be it…

Computation and Language · Computer Science 2020-03-02 Semi Min , Juyong Park