Knowledge based MRC

Knowledge-based Machine Reading Comprehension

Year	Title	Model	Datasets	Misc	Paper, Source Code
2019	Knowledge Based Machine Reading Comprehension				paper
2019	Explicit Utilization of General Knowledge in Machine Reading Comprehension	Knowledge Aided Reader (KAR)	SQuAD 1.1		paper
2019	Enhancing Pre-Trained Language Representations with Rich Knowledge for Machine Reading Comprehension	KT-NET	SQuAD 1.1		paper
2019	Machine Reading Comprehension Using Structural Knowledge Graph-aware Network	Structural Knowledge Graph-aware Network	ReCoRD		paper
2018	Knowledgeable Reader: Enhancing Cloze-Style Reading Comprehension with External Commonsense Knowledge				paper
2017	Leveraging Knowledge Bases in LSTMs for Improving Machine Reading				paper
2017	World Knowledge for Reading Comprehension: Rare Entity Prediction with Hierarchical LSTMs Using External Descriptions				paper
2016	Key-Value Memory Networks for Directly Reading Documents		WikiMovies, WikiQA		paper, code