Top1000EmoPos: In this second model we followed the algorithm proposed in Zhitomirsky-Geffet and Dagan (2009) to bootstrap the emotive contexts starting from a standard approximation of the similarity space.
we adapted their "Bootstrapped Feature Weight" (BFW) to capture both syntagmatic and paradigmatic properties of the words.