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• W2963584686 abstract "We evaluated various compositional models, from bag-of-words representations to compositional RNN-based models, on several extrinsic supervised and unsupervised evaluation benchmarks. Our results confirm that weighted vector averaging can outperform context-sensitive models in most benchmarks, but structural features encoded in RNN models can also be useful in certain classification tasks. We analyzed some of the evaluation datasets to identify the aspects of meaning they measure and the characteristics of the various models that explain their performance variance." @default.
• W2963584686 created "2019-07-30" @default.
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• W2963584686 date "2018-06-01" @default.
• W2963584686 modified "2023-09-26" @default.
• W2963584686 title "Evaluation of Unsupervised Compositional Representations" @default.
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