ResearchBenchmarksText Simplification on BigPatent 500 samples (human evaluation)Follow4.27CoherenceNRLB3.36523.60013.8354.0699Apr 12, 2026Evaluation ResultsMethodMethodLinksCoherenceSimplicityFaithfulnessPreferenceNRLBHuman evaluation group...Human evaluation group=Non-Native2026.044.274.184.1276.7NRLBHuman evaluation group...Human evaluation group=Elementary School Student2026.043.783.333.8956AgentSimpHuman evaluation group...Human evaluation group=Elementary School Student2026.043.4433.33—AgentSimpHuman evaluation group...Human evaluation group=Non-Native2026.043.42.353.32—