#9422Evaluation on the ACE corpus shows that effective incorporation of diverse features enables our system outperform previously best-reported systems on the 24 ACE relation subtypes and significantly outperforms tree kernel-based systems by over 20 in F-measure on the 5 ACE relation types.Sentence boundary detection in speech is important for enriching speech recognition output, making it easier for humans to read and downstream modules to process.