Patentformer: A demonstration of AI-assisted automated patent drafting
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Abstract (arXiv)
Patent drafting presents significant challenges due to its reliance on the extensive experience and specialized expertise of patent attorneys, who must possess both legal acumen and technical understanding of an invention to craft patent applications in a formal legal writing style. This paper presents a demonstration of Patentformer, an AI-powered automated patent drafting platform designed to support patent attorneys by rapidly producing high-quality patent applications adhering to legal writing standards.
Key facts. No citing papers in the map yet (data through 7 Oct 2026). Builds on 9 of its 22 references that are in the map. First posted on arXiv 10 Oct 2025.
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9 of 22 references.
References · 9
- 2018BERT: Pre-training of Deep Bidirectional Transformers for Language Understandingcited by 40,204
- 2020Language Models are Few-Shot Learnerscited by 32,199
- 2023GPT-4 Technical Reportcited by 18,132
- 2019Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformercited by 14,491
- 2019Patent Claim Generation by Fine-Tuning OpenAI GPT-2cited by 49
- 2024Can Large Language Models Generate High-quality Patent Claims?cited by 19
- 2023PatFig: Generating Short and Long Captions for Patent Figurescited by 12
- 2020Prior Art Search and Reranking for Generated Patent Textcited by 8
- 2022The Effectiveness of Bidirectional Generative Patent Language Modelscited by 2
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