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09/11/2021
Looking for Confirmations: An Effective and Human-Like Visual Dialogue Strategy
Generating goal-oriented questions in Visual Dialogue tasks is a challen...
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03/20/2021
The Interplay of Task Success and Dialogue Quality: An in-depth Evaluation in Task-Oriented Visual Dialogues
When training a model on referential dialogue guessing games, the best m...
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03/20/2021
Overprotective Training Environments Fall Short at Testing Time: Let Models Contribute to Their Own Training
Despite important progress, conversational systems often generate dialog...
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06/10/2019
Psycholinguistics meets Continual Learning: Measuring Catastrophic Forgetting in Visual Question Answering
We study the issue of catastrophic forgetting in the context of neural m...
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04/12/2019
Evaluating the Representational Hub of Language and Vision Models
The multimodal models used in the emerging field at the intersection of ...
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09/10/2018
Jointly Learning to See, Ask, and GuessWhat
We are interested in understanding how the ability to ground language in...
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06/14/2018
Grounded Textual Entailment
Capturing semantic relations between sentences, such as entailment, is a...
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05/17/2018
Ask No More:Deciding when to guess in referential visual dialogue
Our goal is to explore how the abilities brought in by a dialogue manage...
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04/13/2018
Comparatives, Quantifiers, Proportions: A Multi-Task Model for the Learning of Quantities from Vision
The present work investigates whether different quantification mechanism...
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05/03/2017
FOIL it! Find One mismatch between Image and Language caption
In this paper, we aim to understand whether current language and vision ...
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04/10/2017
Pay Attention to Those Sets! Learning Quantification from Images
Major advances have recently been made in merging language and vision re...
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02/17/2017
Be Precise or Fuzzy: Learning the Meaning of Cardinals and Quantifiers from Vision
People can refer to quantities in a visual scene by using either exact c...
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06/20/2016
The LAMBADA dataset: Word prediction requiring a broad discourse context
We introduce LAMBADA, a dataset to evaluate the capabilities of computat...
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01/15/2016
Automatic Description Generation from Images: A Survey of Models, Datasets, and Evaluation Measures
Automatic description generation from natural images is a challenging pr...
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06/10/2015