2022
COLING
COLING 2022
Target-Guided Open-Domain Conversation Planning
Abstract
AbstractPrior studies addressing target-oriented conversational tasks lack a crucial notion that has been intensively studied in the context of goal-oriented artificial intelligence agents, namely, planning. In this study, we propose the task of Target-Guided Open-Domain Conversation Planning (TGCP) task to evaluate whether neural conversational agents have goal-oriented conversation planning abilities. Using the TGCP task, we investigate the conversation planning abilities of existing retrieval models and recent strong generative models. The experimental results reveal the challenges facing current technology.
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Interdisciplinary Bridge
— Artificial Intelligence and Knowledge & Reasoning and Natural Language Processing
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Keyword Pioneer
— conversational planning
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Hot Topic Early Bird
— conversational agent
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Cross-Pollinator
— Artificial Intelligence, Computer Science, Computer Vision, Data Science & Analytics, Deep Learning, Healthcare & Medicine, Interdisciplinary, Knowledge & Reasoning, Machine Learning, Natural Language Processing, Reinforcement Learning, Robotics, Speech & Audio