NMF factorization-unigrams-TFKLD

Reported on 4 benchmarks across 2 tasks

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Natural Language Processing4 results

Semantic Textual SimilarityonMSRP
Accuracy
72.75
best: 80.41 (FEAT2, TFKLD, SVM, Fine-grained features)
Semantic Textual SimilarityonMSRP
F1
81.48
best: 85.96 (FEAT2, TFKLD, SVM, Fine-grained features)
Paraphrase IdentificationonMSRP
Accuracy
72.75
best: 80.41 (FEAT2, TFKLD, SVM, Fine-grained features)
Paraphrase IdentificationonMSRP
F1
81.48
best: 85.96 (FEAT2, TFKLD, SVM, Fine-grained features)