3f81f071b8d0019

http://nhiro.org.s3.amazonaws.com/6/5/65e7c0bb8df506be837321ad2230d470.jpg https://gyazo.com/65e7c0bb8df506be837321ad2230d470

(OCR text)

Model

Error rate Error rate

(Positive/

Negative)

18.2 %

(Fine-

grained)

Naive Bayes

(Socher et al., 2013b)

SVMS (Socher et al., 2013b)

Bigram Naive Bayes

(Socher et al., 2013b)

Word Vector Averaging

(Socher et al., 2013b)

Recursive Neural Network

(Socher et al., 2013b)

Matrix Vector-RNN

(Socher et al., 2013b)

Recursive Neural Tensor Network

(Socher et al., 2013b).

Paragraph Vector

59.0%

BoW

20.6%

16.9%

59.3%

58.1%

19.9%

67.3%

E

:構文解析を

36.8%

17.6%

T3

必要と

55.6%

17.1%

手法

54.3%

14.6%

51.3%

12.2%

提案手法は性能がよいし、構文解析も要らない!

14F6H6B A