Papers with one-to-one correspondence between modalities
Incorporating Visual Semantics into Sentence Representations within a Grounded Space (D19-1)
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| Challenge: | Language grounding is an active field aiming at enriching textual representations with visual information. |
| Approach: | They propose to transfer visual information to textual representations by learning an intermediate representation space: the grounded space. |
| Outcome: | The proposed model outperforms the previous state-of-the-art on classification and semantic relatedness tasks. |