Papers by Gabriel Poesia
Open-domain clarification question generation without question examples (2021.emnlp-main)
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| Challenge: | Currently, natural language inputs are unclear or ambiguous, causing uncertainty in dialogues. |
| Approach: | They propose a framework for building a visually grounded question-asking model capable of producing polar (yes-no) clarification questions to resolve misunderstandings in dialogue. |
| Outcome: | The proposed model can produce polar (yes-no) clarification questions to resolve misunderstandings in a goal-oriented 20 questions game with synthetic and human answerers. |