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Machine Reading Comprehension

966 directly classified papers

Papers per year

Papers

GeoSQA: A Benchmark for Scenario-based Question Answering in the Geography Domain at High School Level IJCNLP 2019
EQUATE: A Benchmark Evaluation Framework for Quantitative Reasoning in Natural Language Inference CONLL 2019
Teaching Machines to Extract Main Content for Machine Reading Comprehension AAAI 2019
PubMedQA: A Dataset for Biomedical Research Question Answering EMNLP 2019
Revealing the Importance of Semantic Retrieval for Machine Reading at Scale IJCNLP 2019
Difficulty Controllable Generation of Reading Comprehension Questions IJCAI 2019
E3: Entailment-driven Extracting and Editing for Conversational Machine Reading ACL 2019
Zero-shot Reading Comprehension by Cross-lingual Transfer Learning with Multi-lingual Language Representation Model EMNLP 2019
Cosmos QA: Machine Reading Comprehension with Contextual Commonsense Reasoning IJCNLP 2019
Cross-Lingual Machine Reading Comprehension EMNLP 2019
A Split-and-Recombine Approach for Follow-up Query Analysis EMNLP 2019
Inspecting Unification of Encoding and Matching with Transformer: A Case Study of Machine Reading Comprehension EMNLP 2019
MRQA 2019 Shared Task: Evaluating Generalization in Reading Comprehension EMNLP 2019
Multi-Relational Question Answering from Narratives: Machine Reading and Reasoning in Simulated Worlds ACL 2018
Know What You Don’t Know: Unanswerable Questions for SQuAD ACL 2018
Comparative Analysis of Neural QA models on SQuAD ACL 2018
A Systematic Classification of Knowledge, Reasoning, and Context within the ARC Dataset ACL 2018
Knowledgeable Reader: Enhancing Cloze-Style Reading Comprehension with External Commonsense Knowledge ACL 2018
A Co-Matching Model for Multi-choice Reading Comprehension ACL 2018
Ruminating Reader: Reasoning with Gated Multi-hop Attention ACL 2018
DuReader: a Chinese Machine Reading Comprehension Dataset from Real-world Applications ACL 2018
Reading Comprehension with Graph-based Temporal-Casual Reasoning COLING 2018
ElimiNet: A Model for Eliminating Options for Reading Comprehension with Multiple Choice Questions IJCAI 2018
Looking Beyond the Surface: A Challenge Set for Reading Comprehension over Multiple Sentences NAACL 2018
Extracting Action Sequences from Texts Based on Deep Reinforcement Learning IJCAI 2018