Beyond Scaling: Predicting Patent Approval with Domain-specific Fine-grained Claim Dependency Graph

Xiaochen Kev Gao, Feng Yao, Kewen Zhao +4

Model scaling is becoming the default choice for many language tasks due to the success of large language models (LLMs). However, it can fall short in specific scenarios where simp…