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Looking for Confirmations: An Effective and Human-Like Visual Dialogue Strategy
[article]
2021
arXiv
pre-print
Generating goal-oriented questions in Visual Dialogue tasks is a challenging and long-standing problem. State-Of-The-Art systems are shown to generate questions that, although grammatically correct, often lack an effective strategy and sound unnatural to humans. Inspired by the cognitive literature on information search and cross-situational word learning, we design Confirm-it, a model based on a beam search re-ranking algorithm that guides an effective goal-oriented strategy by asking
arXiv:2109.05312v1
fatcat:3n2xnv5gtzfnlhgrwyzqxyzagy