Sentence Simliarity with NLP implementation

• 문장 유사도 관련된 모델에 대해 R&D 리포

Usage

• 유사도를 기반으로 다양한 분야에 활용이 가능합니다.

TASK	X	Y	REF
Web Search	Search query	Web document	Huang+ 13; Shen+ 14; Palangi+ 16
Entity linkin	Entity mention and context	Entity and its corresponding page	Gao+ 14b
Online recommendation	Doc in reading	Interesting things / other docs	Gao+ 14b
Image captioning	Image	Text	Fang+ 15
Machine translation	Sentence in language A	Translations in language B	Gao+ 14a
Question answering	Question	Answer	Yih+ 15

Target Dataset

• SNLI, Stanford
• MNLI, NYU
• GLUE
• QuestionPair, Song
• ETC

SNLI

• Hyper-parameter was arbitrarily selected.

	Train ACC	Validation ACC	Test ACC
Baseline (Feed Forward)	-	-	-
MaLSTM	-	-	-