Papers with YFCC100M
Social Image Tags as a Source of Word Embeddings: A Task-oriented Evaluation (L18-1)
Copied to clipboard
| Challenge: | Distributional hypothesis-based word representations lack perceptual and empirical knowledge. |
| Approach: | They evaluate the effectiveness of social image tags in generating word embeddings . they find that generated word embeds exhibit somewhat different behaviors from corpus-originated representations - authors . |
| Outcome: | The generated word embeddings exhibit comparable performance with corpus-originated representations. |