NLP for D&D
PI: Nisansa de Silva
This project attempts to generate adventures, images, and encounters for Dungeons and Dragons, the world's most popular Table Top Role Playing Game.
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Mr. Gayashan Weerasundara
Gayashan Weerasundara is a Software Engineer at Enterprise Business Intelligence (Pvt) Ltd in Sri Lanka, with expertise in Flutter, Node.js, MERN stack, and machine learning. He is reading a Master of Science in Computer Science from the University of Moratuwa and holds a Bachelor of Engineering from General Sir John Kotelawala Defence University.
Keywords: Natural Language Processing | Machine Learning / Deep Learning | DnD |
Publications
Theses: MSc Minor Component Research
Gayashan Weerasundara, "Sustained Context Aware Image and Adventure Generation for the Dungeons \& Dragons Domain", University of Moratuwa, 2024
Conference Papers
Gayashan Weerasundara and Nisansa de Silva, "A Multi-Stage Approach to Image Consistency in Zero-Shot Character Art Generation for the D\&D Domain", in Proceedings of the 16th International Conference on Agents and Artificial Intelligence - Volume 3: ICAART, SciTePress, 2024, pp. 235-242. doi: 10.5220/0012317600003636
Gayashan Weerasundara and Nisansa de Silva, "Comparative Analysis of Named Entity Recognition in the Dungeons and Dragons Domain", in Proceedings of the 14th International Conference on Recent Advances in Natural Language Processing, 2023, pp. 1225--1233.
Projects