Papers with dialogue state encoder
Beyond task success: A closer look at jointly learning to see, ask, and GuessWhat (N19-1)
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Ravi Shekhar, Aashish Venkatesh, Tim Baumgärtner, Elia Bruni, Barbara Plank, Raffaella Bernardi, Raquel Fernández
| Challenge: | Existing systems that address the abilities that need to be put to work during conversations are lacking in terms of visual grounding. |
| Approach: | They propose a visually-grounded dialogue state encoder which integrates visual grounding with dialogue system components. |
| Outcome: | The proposed system improves the GuessWhat?! game by combining guessing and asking questions with multi-task learning. |