The evaluation showed that the inter-annotator agreement values vary strongly for contest 2 part 2 (minimum average annotator agreement according to Cohen's kappa of 0.03 while the maximum is 0.149, see Table 4).
several of our matrix norm based similarity estimates focus primarily on strongly related word pairs and are therefore less vulnerable to noise.