Paraphrase Identification on Quora Question Pairs (dev)
90.48AccuracyDIIN
Evaluation Results
| Method | Links | |
|---|---|---|
| DIINensemble=true2017.09 | 90.48 | |
| DIINensemble=false2017.09 | 89.44 | |
| pt-DECATT charPre-training=Paralex, Type=character n-gram2017.04 | 88.89 | |
| pt-DECATT_char2017.09 | 88.89 | |
| BIMPM2017.04 | 88.69 | |
| BiMPM2017.09 | 88.69 | |
| pt-DECATT wordPre-training=Paralex, Type=word-based2017.04 | 88.44 | |
| pt-DECATT_word2017.09 | 88.44 | |
| DECATT paralex-charPre-training=Paralex, Embeddings=character n-gram2017.04 | 87.8 | |
| DECATT charEmbeddings=character n-gram2017.04 | 87.78 | |
| DECATT gloveEmbeddings=GloVe2017.04 | 87.42 | |
| DECATT wordEmbeddings=None (word-based)2017.04 | 86.04 | |
| FFNN charEmbeddings=character n-gram2017.04 | 86.01 | |
| FFNN wordEmbeddings=uni-gram + tri-gram word2017.04 | 85.07 |