Incorporating Task-specific Concept Knowledge into Script Learning. (arXiv:2209.00068v1 [cs.CL])

In this paper, we present Tetris, a new task of Goal-Oriented Script
Completion. Unlike previous work, it considers a more realistic and more
general setting, where the input includes not only the goal but also additional
user context, including preferences and history. To address the problem using a
knowledge-based approach, we introduce Task Concept Graph, an automatically
constructed knowledge base from instructional websites. Different from
Commonsense Knowledge Base like ConceptNet, the task concept graph schema
introduces various types of noun …

arxiv concept knowledge learning