Papers with generic modality-attention module
Multimodal Named Entity Recognition for Short Social Media Posts (N18-1)
Copied to clipboard
| Challenge: | Social media posts often contain inconsistent or incomplete syntax and lexical notations with limited textual contexts. |
| Approach: | They propose a task called Multimodal Named Entity Recognition (MNER) for noisy user-generated data . they use a dataset called SnapCaptions to build upon the state-of-the-art NER models . |
| Outcome: | The proposed model outperforms existing models on noisy user-generated data . it uses a deep image network and generic modality attention module . |