- 문장 유사도 관련된 모델에 대해 R&D 리포
- 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 |
- Hyper-parameter was arbitrarily selected.
Train ACC | Validation ACC | Test ACC | |
---|---|---|---|
Baseline (Feed Forward) | - | - | - |
MaLSTM | - | - | - |