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cs.CL2026
Grounded Revision vs. Prior Injection: Probing Retrieval-Augmented Patent Claim Amendment
Josepha Michiko Leo, Hyun-seok Min, Yehoon Jang +3
Retrieval-augmented generation is widely used in professional writing, yet whether retrieval grounds revision or merely injects templates is rarely tested where "correct" has a def…
cs.CL2026
PILOT-Bench: A Benchmark for Legal Reasoning in the Patent Domain with IRAC-Aligned Classification Tasks
Yehoon Jang, Chaewon Lee, Hyun-seok Min +1
The Patent Trial and Appeal Board (PTAB) of the USPTO adjudicates thousands of ex parte appeals each year, requiring the integration of technical understanding and legal reasoning.…