Paranoid Transformer: Reading Narrative of Madness as Computational Approach to Creativity
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Abstract (arXiv)
This papers revisits the receptive theory in context of computational creativity. It presents a case study of a Paranoid Transformer - a fully autonomous text generation engine with raw output that could be read as the narrative of a mad digital persona without any additional human post-filtering. We describe technical details of the generative system, provide examples of output and discuss the impact of receptive theory, chance discovery and simulation of fringe mental state on the understanding of computational creativity.
Key facts. Cited by 8 papers in the map (data through 7 Oct 2026). First posted on arXiv 13 Jul 2020.
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Citing papers per year: 2021: 4; 2022: 1; 2023: 0; 2024: 2; 2025: 0; 2026: 1.
8 papers.
- 2021Human Evaluation of Creative NLG Systems: An Interdisciplinary Survey on Recent Paperscited by 18
- 2024Humor Mechanics: Advancing Humor Generation with Multistep Reasoningcited by 8
- 2021StoryDB: Broad Multi-language Narrative Datasetcited by 5
- 2021DYPLODOC: Dynamic Plots for Document Classificationcited by 4
- 2022What is Wrong with Language Models that Can Not Tell a Story?cited by 4
- 2021Actionable Entities Recognition Benchmark for Interactive Fictioncited by 2
- 2024Machine Apophenia: The Kaleidoscopic Generation of Architectural Imagescited by 0
- 2026lmfaoooo at SemEval-2026 Task 1: Humor Is an Audience. Preference Modeling for Constrained Humor Generationcited by 0
- 2026lmfaoooo at SemEval-2026 Task 1: Humor Is an Audience. Preference Modeling for Constrained Humor Generation14 Apr 2026
- 2024Machine Apophenia: The Kaleidoscopic Generation of Architectural Images12 Jul 2024
- 2024Humor Mechanics: Advancing Humor Generation with Multistep Reasoning12 May 2024
- 2022What is Wrong with Language Models that Can Not Tell a Story?9 Nov 2022
- 2021StoryDB: Broad Multi-language Narrative Dataset29 Sep 2021
- 2021Actionable Entities Recognition Benchmark for Interactive Fiction28 Sep 2021
- 2021Human Evaluation of Creative NLG Systems: An Interdisciplinary Survey on Recent Papers31 Jul 2021
- 2021DYPLODOC: Dynamic Plots for Document Classification26 Jul 2021