Common Sense Generation

task ID: commonsensegeneration

Related Papers

An Enhanced Knowledge Injection Model for Commonsense Generation

Authors: nan

Publication: TIPSTER (2020)

DOI: nan

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 …...

4173

Metric-guided Distillation: Distilling Knowledge from the Metric to Ranker and Retriever for Generative Commonsense Reasoning

Authors: nan

Publication: TIPSTER (2022)

DOI: nan

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 …...

31572

Bridging the Gap between Pre-Training and Fine-Tuning for Commonsense Generation

Authors: nan

Publication: TIPSTER (2023)

DOI: nan

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 …...

33422