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SimVerb 3500: A Large Scale Evaluation Set of Verb Similarity

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Figure

Table 1: Example verb pairs from SimVerb-3500.
Table 3: Evaluation of state-of-the representation learning models on the full SimVerb-3500 set (SV-3500), the Simlex-999verb subset containing 222 pairs (SL-222), cross-validated subsets of 222 pairs from SV-3500 (CV-222), and the SimVerb-3500development (DEV-500) and test set (TEST-3000).
Table 4: Spearman’s ρ correlation between human judgmentsand model’s cosine similarity by VerbNet Class

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