Papers by Ioana Croitoru
A hierarchical approach to vision-based language generation: from simple sentences to complex natural language (2020.coling-main)
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| Challenge: | Automating video to language translation is a challenging problem, but it is unclear what the neural network learns . |
| Approach: | They propose a hierarchical approach to automatically describing videos in natural language . they propose generating video descriptions as sequences of simple sentences followed by a more complex and fluent description in natural languages. |
| Outcome: | The proposed approach generates video descriptions as sequences of simple sentences, followed by a more complex and fluent description in natural language. |