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ResearchFormerly WizWand

Paraphrase Identification on Quora Question Pairs (dev)

90.48AccuracyDIIN
84.853686.314387.77589.2357Apr 15, 2017May 10, 2017Jun 4, 2017Jun 29, 2017Jul 24, 2017Aug 18, 2017Sep 13, 2017
Updated 8mo ago

Evaluation results

MethodLinks
DIINensemble=true2017.0990.48
DIINensemble=false2017.0989.44
pt-DECATT charPre-training=Paralex, Type=character n-gram2017.0488.89
pt-DECATT_char2017.0988.89
BIMPM2017.0488.69
BiMPM2017.0988.69
pt-DECATT wordPre-training=Paralex, Type=word-based2017.0488.44
pt-DECATT_word2017.0988.44
DECATT paralex-charPre-training=Paralex, Embeddings=character n-gram2017.0487.8
DECATT charEmbeddings=character n-gram2017.0487.78
DECATT gloveEmbeddings=GloVe2017.0487.42
DECATT wordEmbeddings=None (word-based)2017.0486.04
FFNN charEmbeddings=character n-gram2017.0486.01
FFNN wordEmbeddings=uni-gram + tri-gram word2017.0485.07