Patent Claim Generation by Fine-Tuning OpenAI GPT-2

Understand

In this work, we focus on fine-tuning an OpenAI GPT-2 pre-trained model for generating patent claims.

• GPT-2 has demonstrated impressive efficacy of pre-trained language models on various tasks, particularly coherent text generation.
• Patent claim language itself has rarely been explored in the past and poses a unique challenge.
• We are motivated to generate coherent patent claims automatically so that augmented inventing might be viable someday.