|[2108.04674] How Commonsense Knowledge Helps with Natural Language Tasks: A Survey of Recent Resources and Methodologies
In this paper, we give an overview of commonsense reasoning in natural language processing, which requires a deeper understanding of the contexts and usually involves inference over implicit external knowledge. We first review some popular commonsense knowledge bases and commonsense reasoning benchmarks, but give more emphasis on the methodologies, including recent approaches that aim at …
- GitHub – Yale-LILY/SummerTime: An open-source text summarization toolkit for non-experts.
- 2109.00725 Causal Inference in Natural Language Processing: Estimation, Prediction, Interpretation and Beyond