| 2025 | CHI | Toyteller: AI-powered Visual Storytelling Through Toy-Playing with Character Symbols. | John Joon Young Chung, Melissa Roemmele, Max Kreminski |
| 2025 | CHI | Scaling Analysis of Creative Activity Traces via Fuzzy Linkography. | Amy Smith, Barrett R. Anderson, Jasmine Tan Otto, Isaac Karth, Yuqian Sun, John Joon Young Chung, Melissa Roemmele, Max Kreminski |
| 2025 | EMNLP | LLMs Behind the Scenes: Enabling Narrative Scene Illustration. | Melissa Roemmele, John Joon Young Chung, Taewook Kim, Yuqian Sun, Alex Calderwood, Max Kreminski |
| 2025 | UIST | Dramamancer: Interactive Narratives with LLM-powered Storylets. | Tiffany Wang, Yuqian Sun, Yi Wang, Melissa Roemmele, John Joon Young Chung, Max Kreminski |
| 2024 | EMNLP | From Test-Taking to Test-Making: Examining LLM Authoring of Commonsense Assessment Items. | Melissa Roemmele, Andrew Gordon |
| 2024 | UIST | Toyteller: Toy-Playing with Character Symbols for AI-Powered Visual Storytelling. | John Joon Young Chung, Melissa Roemmele, Max Kreminski |
| 2023 | EACL | AbLit: A Resource for Analyzing and Generating Abridged Versions of English Literature. | Melissa Roemmele, Kyle Shaffer, Katrina Olsen, Yiyi Wang, Steve DeNeefe |
| 2021 | EACL | AnswerQuest: A System for Generating Question-Answer Items from Multi-Paragraph Documents. | Melissa Roemmele, Deep Sidhpura, Steve DeNeefe, Ling Tsou |
| 2018 | IUI | Automated Assistance for Creative Writing with an RNN Language Model. | Melissa Roemmele, Andrew S. Gordon |
| 2017 | EACL | An RNN-based Binary Classifier for the Story Cloze Test. | Melissa Roemmele, Sosuke Kobayashi, Naoya Inoue, Andrew Gordon |
| 2017 | ICIDS | Effective Scenario Designs for Free-Text Interactive Fiction. | Margaret Cychosz, Andrew S. Gordon, Obiageli Odimegwu, Olivia Connolly, Jenna Bellassai, Melissa Roemmele |
| 2016 | AAAI | Writing Stories with Help from Recurrent Neural Networks. | Melissa Roemmele |
| 2016 | IUI | Recognizing Human Actions in the Motion Trajectories of Shapes. | Melissa Roemmele, Soja-Marie Morgens, Andrew S. Gordon, Louis-Philippe Morency |
| 2015 | ICIDS | Creative Help: A Story Writing Assistant. | Melissa Roemmele, Andrew S. Gordon |
| 2014 | ICIDS | An Authoring Tool for Movies in the Style of Heider and Simmel. | Andrew S. Gordon, Melissa Roemmele |
| 2014 | IUI | Triangle charades: a data-collection game for recognizing actions in motion trajectories. | Melissa Roemmele, Haley Archer-McClellan, Andrew S. Gordon |