Semantic Similarity On Sick

MSE

Pearson Correlation

Spearman Correlation

Results

Performance results of various models on this benchmark

				Paper Title
Doc2VecC	0.3053	0.8381	0.7621	Efficient Vector Representation for Documents through Corruption
LSTM (Tai et al., 2015)	0.2831	0.8528	0.7911	Improved Semantic Representations From Tree-Structured Long Short-Term Memory Networks
Bidirectional LSTM (Tai et al., 2015)	0.2736	0.8567	0.7966	Improved Semantic Representations From Tree-Structured Long Short-Term Memory Networks
combine-skip (Kiros et al., 2015)	0.2687	0.8584	0.7916	Skip-Thought Vectors
Dependency Tree-LSTM (Tai et al., 2015)	0.2532	0.8676	0.8083	Improved Semantic Representations From Tree-Structured Long Short-Term Memory Networks

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