{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,26]],"date-time":"2025-12-26T16:42:44Z","timestamp":1766767364375,"version":"3.48.0"},"publisher-location":"New York, NY, USA","reference-count":22,"publisher":"ACM","license":[{"start":{"date-parts":[[2025,4,15]],"date-time":"2025-04-15T00:00:00Z","timestamp":1744675200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2025,4,15]]},"DOI":"10.1145\/3723498.3723788","type":"proceedings-article","created":{"date-parts":[[2025,5,9]],"date-time":"2025-05-09T08:04:41Z","timestamp":1746777881000},"page":"1-7","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":0,"title":["Conversational Interactions with Procedural Generators using Large Language Models"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-6887-7330","authenticated-orcid":false,"given":"Jim","family":"Whitehead","sequence":"first","affiliation":[{"name":"Dept. of Computational Media, University of California, Santa Cruz, Santa Cruz, CA, USA"}]},{"ORCID":"https:\/\/orcid.org\/0009-0001-1537-9661","authenticated-orcid":false,"given":"Thomas","family":"Wessel","sequence":"additional","affiliation":[{"name":"Dept. of Computational Media, University of California, Santa Cruz, Santa Cruz, CA, USA"}]},{"ORCID":"https:\/\/orcid.org\/0009-0008-6971-8148","authenticated-orcid":false,"given":"Blythe","family":"Chen","sequence":"additional","affiliation":[{"name":"Dept. of Computational Media, University of California, Santa Cruz, Santa Cruz, CA, USA"}]},{"ORCID":"https:\/\/orcid.org\/0009-0003-1959-1939","authenticated-orcid":false,"given":"Raven","family":"Cruz-James","sequence":"additional","affiliation":[{"name":"Dept. of Computational Media, University of California, Santa Cruz, Santa Cruz, CA, USA"}]},{"ORCID":"https:\/\/orcid.org\/0009-0000-1925-8165","authenticated-orcid":false,"given":"Luc","family":"Harnist","sequence":"additional","affiliation":[{"name":"Dept. of Computational Media, University of California, Santa Cruz, Santa Cruz, CA, USA"}]},{"ORCID":"https:\/\/orcid.org\/0009-0005-5199-9437","authenticated-orcid":false,"given":"William","family":"Klunder","sequence":"additional","affiliation":[{"name":"Dept. of Computational Media, University of California, Santa Cruz, Santa Cruz, CA, USA"}]},{"ORCID":"https:\/\/orcid.org\/0009-0005-7981-2646","authenticated-orcid":false,"given":"Justin","family":"Lam","sequence":"additional","affiliation":[{"name":"Dept. of Computational Media, University of California, Santa Cruz, Santa Cruz, CA, USA"}]},{"ORCID":"https:\/\/orcid.org\/0009-0000-8324-7778","authenticated-orcid":false,"given":"Ethan","family":"Lin","sequence":"additional","affiliation":[{"name":"Dept. of Computational Media, University of California, Santa Cruz, Santa Cruz, CA, USA"}]},{"ORCID":"https:\/\/orcid.org\/0009-0002-8689-7359","authenticated-orcid":false,"given":"Roman","family":"Luo","sequence":"additional","affiliation":[{"name":"Dept. of Computational Media, University of California, Santa Cruz, Santa Cruz, CA, USA"}]},{"ORCID":"https:\/\/orcid.org\/0009-0007-4788-6100","authenticated-orcid":false,"given":"Hung","family":"Nguyen","sequence":"additional","affiliation":[{"name":"Dept. of Computational Media, University of California, Santa Cruz, Santa Cruz, CA, USA"}]},{"ORCID":"https:\/\/orcid.org\/0009-0000-4776-7338","authenticated-orcid":false,"given":"Naitik","family":"Poddar","sequence":"additional","affiliation":[{"name":"Dept. of Computational Media, University of California, Santa Cruz, Santa Cruz, CA, USA"}]},{"ORCID":"https:\/\/orcid.org\/0009-0000-8132-5170","authenticated-orcid":false,"given":"Shiva","family":"Ravinutala","sequence":"additional","affiliation":[{"name":"Dept. of Computational Media, University of California, Santa Cruz, Santa Cruz, CA, USA"}]},{"ORCID":"https:\/\/orcid.org\/0009-0002-9379-0672","authenticated-orcid":false,"given":"Alejandro","family":"Montoreano","sequence":"additional","affiliation":[{"name":"Dept. of Computational Media, University of California, Santa Cruz, Santa Cruz, CA, USA"}]},{"ORCID":"https:\/\/orcid.org\/0009-0009-5878-2678","authenticated-orcid":false,"given":"Logan","family":"Shehane","sequence":"additional","affiliation":[{"name":"Dept. of Computational Media, University of California, Santa Cruz, Santa Cruz, CA, USA"}]},{"ORCID":"https:\/\/orcid.org\/0009-0002-5045-2171","authenticated-orcid":false,"given":"Yazmyn","family":"Sims","sequence":"additional","affiliation":[{"name":"Dept. of Computational Media, University of California, Santa Cruz, Santa Cruz, CA, USA"}]},{"ORCID":"https:\/\/orcid.org\/0009-0007-0451-5465","authenticated-orcid":false,"given":"Jarod","family":"Spangler","sequence":"additional","affiliation":[{"name":"Dept. of Computational Media, University of California, Santa Cruz, Santa Cruz, CA, USA"}]},{"ORCID":"https:\/\/orcid.org\/0009-0008-9662-5975","authenticated-orcid":false,"given":"Michelle","family":"Tan","sequence":"additional","affiliation":[{"name":"Dept. of Computational Media, University of California, Santa Cruz, Santa Cruz, CA, USA"}]},{"ORCID":"https:\/\/orcid.org\/0009-0001-0568-9471","authenticated-orcid":false,"given":"Zosia","family":"Trela","sequence":"additional","affiliation":[{"name":"Dept. of Computational Media, University of California, Santa Cruz, Santa Cruz, CA, USA"}]}],"member":"320","published-online":{"date-parts":[[2025,5,9]]},"reference":[{"key":"e_1_3_3_3_2_2","doi-asserted-by":"publisher","unstructured":"Febri Abdullah Pittawat Taveekitworachai Mury\u00a0F. Dewantoro Ruck Thawonmas Julian Togelius and Jochen Renz. 2024. The First ChatGPT4PCG Competition. IEEE Transactions on Games 16 4 (2024) 971\u2013980. 10.1109\/TG.2024.3376429","DOI":"10.1109\/TG.2024.3376429"},{"key":"e_1_3_3_3_3_2","doi-asserted-by":"publisher","DOI":"10.1145\/3649921.3650010"},{"key":"e_1_3_3_3_4_2","first-page":"262","volume-title":"Proceedings of the 7th annual conference on Computer graphics and interactive techniques","author":"Bolt Richard\u00a0A","year":"1980","unstructured":"Richard\u00a0A Bolt. 1980. \u201cPut-that-there\u201d Voice and gesture at the graphics interface. In Proceedings of the 7th annual conference on Computer graphics and interactive techniques. 262\u2013270."},{"key":"e_1_3_3_3_5_2","unstructured":"Sam Earle Samyak Parajuli and Andrzej Banburski-Fahey. 2024. DreamGarden: A Designer Assistant for Growing Games from a Single Prompt. arxiv:https:\/\/arXiv.org\/abs\/2410.01791\u00a0[cs.HC] https:\/\/arxiv.org\/abs\/2410.01791"},{"key":"e_1_3_3_3_6_2","doi-asserted-by":"publisher","unstructured":"Mahdi Farrokhi\u00a0Maleki and Richard Zhao. 2024. Procedural Content Generation in Games: A Survey with Insights on Emerging LLM Integration. Proceedings of the AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment 20 1 (Nov. 2024) 167\u2013178. 10.1609\/aiide.v20i1.31877","DOI":"10.1609\/aiide.v20i1.31877"},{"key":"e_1_3_3_3_7_2","doi-asserted-by":"crossref","first-page":"260","DOI":"10.1007\/978-3-031-60692-2_18","volume-title":"HCI in Games","author":"Feng Binlin","year":"2024","unstructured":"Binlin Feng, MingYang Su, Keyi Zeng, and Xiu Li. 2024. Player-Oriented Procedural Generation: Producing Desired Game Content by\u00a0Natural Language. In HCI in Games, Xiaowen Fang (Ed.). Springer Nature Switzerland, Cham, 260\u2013274."},{"key":"e_1_3_3_3_8_2","doi-asserted-by":"publisher","unstructured":"Roberto Gallotta Graham Todd Marvin Zammit Sam Earle Antonios Liapis Julian Togelius and Georgios\u00a0N. Yannakakis. 2024. Large Language Models and Games: A Survey and Roadmap. IEEE Transactions on Games (2024) 1\u201318. 10.1109\/tg.2024.3461510","DOI":"10.1109\/tg.2024.3461510"},{"key":"e_1_3_3_3_9_2","unstructured":"Chengpeng Hu Yunlong Zhao and Jialin Liu. 2024. Game Generation via Large Language Models. arxiv:https:\/\/arXiv.org\/abs\/2404.08706\u00a0[cs.AI] https:\/\/arxiv.org\/abs\/2404.08706"},{"key":"e_1_3_3_3_10_2","doi-asserted-by":"publisher","DOI":"10.1145\/3581641.3584095"},{"key":"e_1_3_3_3_11_2","unstructured":"Xinyu Mao Wanli Yu Kazunori\u00a0D Yamada and Michael\u00a0R. Zielewski. 2024. Procedural Content Generation via Generative Artificial Intelligence. arxiv:https:\/\/arXiv.org\/abs\/2407.09013\u00a0[cs.AI] https:\/\/arxiv.org\/abs\/2407.09013"},{"key":"e_1_3_3_3_12_2","doi-asserted-by":"publisher","unstructured":"Timothy Merino Roman Negri Dipika Rajesh M Charity and Julian Togelius. 2023. The Five-Dollar Model: Generating Game Maps and Sprites from Sentence Embeddings. Proceedings of the AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment 19 1 (Oct. 2023) 107\u2013115. 10.1609\/aiide.v19i1.27506","DOI":"10.1609\/aiide.v19i1.27506"},{"key":"e_1_3_3_3_13_2","doi-asserted-by":"crossref","unstructured":"Afshin Mobramaein. 2020. Natural Language Interfaces for Procedural Content Generation in Games. PhD Thesis. University of California Santa Cruz.","DOI":"10.1145\/3337722.3341860"},{"key":"e_1_3_3_3_14_2","doi-asserted-by":"publisher","unstructured":"Afshin Mobramaein Morteza Behrooz and Jim Whitehead. 2018. CADI\u2014A Conversational Assistive Design Interface for Discovering Pong Variants. Proceedings of the AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment 14 1 (Sep. 2018) 194\u2013200. 10.1609\/aiide.v14i1.13042","DOI":"10.1609\/aiide.v14i1.13042"},{"key":"e_1_3_3_3_15_2","unstructured":"Muhammad\u00a0Umair Nasir Steven James and Julian Togelius. 2024. GameTraversalBenchmark: Evaluating Planning Abilities Of Large Language Models Through Traversing 2D Game Maps. arxiv:https:\/\/arXiv.org\/abs\/2410.07765\u00a0[cs.CL] https:\/\/arxiv.org\/abs\/2410.07765"},{"key":"e_1_3_3_3_16_2","unstructured":"Muhammad\u00a0U. Nasir Steven James and Julian Togelius. 2024. Word2World: Generating Stories and Worlds through Large Language Models. arxiv:https:\/\/arXiv.org\/abs\/2405.06686\u00a0[cs.CL] https:\/\/arxiv.org\/abs\/2405.06686"},{"key":"e_1_3_3_3_17_2","doi-asserted-by":"publisher","DOI":"10.1109\/CoG57401.2023.10333197"},{"key":"e_1_3_3_3_18_2","doi-asserted-by":"publisher","DOI":"10.7551\/mitpress\/6317.001.0001"},{"key":"e_1_3_3_3_19_2","first-page":"54213","volume-title":"Advances in Neural Information Processing Systems","volume":"36","author":"Sudhakaran Shyam","year":"2023","unstructured":"Shyam Sudhakaran, Miguel Gonz\u00e1lez-Duque, Matthias Freiberger, Claire Glanois, Elias Najarro, and Sebastian Risi. 2023. MarioGPT: Open-Ended Text2Level Generation through Large Language Models. In Advances in Neural Information Processing Systems , A.\u00a0Oh, T.\u00a0Naumann, A.\u00a0Globerson, K.\u00a0Saenko, M.\u00a0Hardt, and S.\u00a0Levine (Eds.), Vol.\u00a036. Curran Associates, Inc., 54213\u201354227. https:\/\/proceedings.neurips.cc\/paper_files\/paper\/2023\/file\/a9bbeb2858dfbdbd4c19814e5d80ec60-Paper-Conference.pdf"},{"key":"e_1_3_3_3_20_2","doi-asserted-by":"publisher","unstructured":"Tsunehiko Tanaka and Edgar Simo-Serra. 2024. Grammar-based Game Description Generation using Large Language Models. IEEE Transactions on Games (2024) 1\u201314. 10.1109\/TG.2024.3520214","DOI":"10.1109\/TG.2024.3520214"},{"key":"e_1_3_3_3_21_2","doi-asserted-by":"crossref","unstructured":"Pittawat Taveekitworachai Febri Abdullah Mury\u00a0F. Dewantoro Yi Xia Pratch Suntichaikul Ruck Thawonmas Julian Togelius and Jochen Renz. 2024. ChatGPT4PCG 2 Competition: Prompt Engineering for Science Birds Level Generation. arxiv:https:\/\/arXiv.org\/abs\/2403.02610\u00a0[cs.AI] https:\/\/arxiv.org\/abs\/2403.02610","DOI":"10.1109\/CoG60054.2024.10645641"},{"key":"e_1_3_3_3_22_2","doi-asserted-by":"publisher","DOI":"10.1145\/3582437.3587211"},{"key":"e_1_3_3_3_23_2","doi-asserted-by":"crossref","unstructured":"Daijin Yang Erica Kleinman and Casper Harteveld. 2024. GPT for Games: An Updated Scoping Review (2020-2024). arxiv:https:\/\/arXiv.org\/abs\/2411.00308\u00a0[cs.AI] https:\/\/arxiv.org\/abs\/2411.00308","DOI":"10.1109\/CoG60054.2024.10645548"}],"event":{"name":"FDG '25: International Conference on the Foundations of Digital Games","acronym":"FDG '25","location":"Vienna & Graz Austria"},"container-title":["Proceedings of the 20th International Conference on the Foundations of Digital Games"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3723498.3723788","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3723498.3723788","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,12,26]],"date-time":"2025-12-26T16:39:22Z","timestamp":1766767162000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3723498.3723788"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,4,15]]},"references-count":22,"alternative-id":["10.1145\/3723498.3723788","10.1145\/3723498"],"URL":"https:\/\/doi.org\/10.1145\/3723498.3723788","relation":{},"subject":[],"published":{"date-parts":[[2025,4,15]]},"assertion":[{"value":"2025-05-09","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}