sentence1: multi-sense embeddings outperformed the single-sense baselines , thus demonstrating the need to distinguish between word senses in a distributional semantic model .
sentence2: while there is no overall best model , all models significantly outperform a word2vec single-sense skip baseline , thus demonstrating the need to distinguish between word senses in a distributional semantic model .