... ex-amples of the previous section. From the point of view of bag -of- word methods, the pairs (T1, H1)and (T1, H2) have both the same intra-pair simi-larity since the sentences of T1and ... rules that describe a non trivial set of entailment cases. The experiments withthe data sets of the RTE 2005 challengeshow an improvement of 4.4% over thestate -of- the-art methods.1 IntroductionRecently, ... 2005)).Given the set of content words (verbs, nouns,adjectives, and adverbs) WTand WH of the twosentences T and H, respectively, the set of anchorsA ⊂ WT× WHis built using a similarity...