... yielding 47% accuracy. The same ap-proach is applied to classifying noun-modifier pairs: using the Diverse dataset of Nastase and Szpakow-icz (2003), Turney&Littman achieve F-measures of26.5% ... Shinyama, Satoshi Sekine, and Kiyoshi Sudo.2002. Automatic paraphrase acquisition from news ar-ticles. In Proceedings of HLT, pages 313–318.Marta Tatu and Dan Moldovan. 2005. A semantic ap-proach ... product, source, stative,whole) and QUALITY (container, content, equa-tive, material, measure, topic, type). For example,exam anxiety is classified as effect and therefore as CAUSALITY, and blue book...