Common Sense Generation
task
ID: commonsensegeneration
Related Papers
An Enhanced Knowledge Injection Model for Commonsense Generation
AbstractCommonsense generation aims at generating plausible everyday scenario description based on a set of provided concepts. Digging the relationship of concepts from scratch is non-trivial, therefore, we retrieve prototypes from …...
Metric-guided Distillation: Distilling Knowledge from the Metric to Ranker and Retriever for Generative Commonsense Reasoning
AbstractCommonsense generation aims to generate a realistic sentence describing a daily scene under the given concepts, which is very challenging, since it requires models to have relational reasoning and compositional …...
Bridging the Gap between Pre-Training and Fine-Tuning for Commonsense Generation
AbstractCommonsense generation aims to generate a plausible sentence containing all given unordered concept words. Previous methods focusing on this task usually directly concatenate these words as the input of a …...