Commonsense Reasoning for Natural Language Understanding: A Survey of Benchmarks, Resources, and Approaches

@article{Storks2019CommonsenseRF,
  title={Commonsense Reasoning for Natural Language Understanding: A Survey of Benchmarks, Resources, and Approaches},
  author={Shane Storks and Qiaozi Gao and Joyce Yue Chai},
  journal={ArXiv},
  year={2019},
  volume={abs/1904.01172}
}
Commonsense knowledge and commonsense reasoning are some of the main bottlenecks in machine intelligence. In the NLP community, many benchmark datasets and tasks have been created to address commonsense reasoning for language understanding. These tasks are designed to assess machines' ability to acquire and learn commonsense knowledge in order to reason and understand natural language text. As these tasks become instrumental and a driving force for commonsense research, this paper aims to… CONTINUE READING
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