3f81f071b8d0006

http://nhiro.org.s3.amazonaws.com/5/e/5e4de81ca79905d23ada0cd183ea918e.jpg https://gyazo.com/5e4de81ca79905d23ada0cd183ea918e

(OCR text)

文章からそれが肯定的か否定的か判断する実験

Model

Error rate

(Fine-

grained)

59.0%

Error rate

(Positive/

Negative)

18.2 %

Naïve Bayes

(Socher et al., 2013b)

SVMS (Socher et al., 2013b)

Bigram Naive Bayes

(Socher et al., 20i13b)

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

BoW

20.6%

16.9%

59.3%

58.1%

19.9%

67.3%

Word Vector

17.6%

56.8%

和(平均)

17.1%

55.6%

14.6%

54.3%

51.3%

12.2%

提案手法はもっと性能がよい!

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