- 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 | - | - | - |