Machine Reading Comprehension

INFOTABS: Inference on Tables as Semi-structured Data ACL 2020 Interactive Fiction Game Playing as Multi-Paragraph Reading Comprehension with Reinforcement Learning EMNLP 2020 Interactive Machine Comprehension with Information Seeking Agents ACL 2020 ISAAQ - Mastering Textbook Questions with Pre-trained Transformers and Bottom-Up and Top-Down Attention EMNLP 2020 Is Multihop QA in DiRe Condition? Measuring and Reducing Disconnected Reasoning EMNLP 2020 JEC-QA: A Legal-Domain Question Answering Dataset AAAI 2020 Learning to Classify the Wrong Answers for Multiple Choice Question Answering (Student Abstract) AAAI 2020 Learning to Explain: Datasets and Models for Identifying Valid Reasoning Chains in Multihop Question-Answering EMNLP 2020 Learning Web-based Procedures by Reasoning over Explanations and Demonstrations in Context ACL 2020 LogiQA: A Challenge Dataset for Machine Reading Comprehension with Logical Reasoning IJCAI 2020 Machine Reading of Historical Events ACL 2020 MMM: Multi-Stage Multi-Task Learning for Multi-Choice Reading Comprehension AAAI 2020 MOCHA: A Dataset for Training and Evaluating Generative Reading Comprehension Metrics EMNLP 2020 MRC Examples Answerable by BERT without a Question Are Less Effective in MRC Model Training AACL 2020 Multi-choice Relational Reasoning for Machine Reading Comprehension COLING 2020 Multi-hop Inference for Question-driven Summarization EMNLP 2020 Multi-hop Reading Comprehension across Documents with Path-based Graph Convolutional Network IJCAI 2020 Multi-Task Learning using Dynamic Task Weighting for Conversational Question Answering EMNLP 2020 Multi-Task Learning with Generative Adversarial Training for Multi-Passage Machine Reading Comprehension AAAI 2020 NeuralQA: A Usable Library for Question Answering (Contextual Query Expansion + BERT) on Large Datasets EMNLP 2020 NeurQuRI: Neural Question Requirement Inspector for Answerability Prediction in Machine Reading Comprehension ICLR 2020 No Answer is Better Than Wrong Answer: A Reflection Model for Document Level Machine Reading Comprehension EMNLP 2020 On the Potential of Lexico-logical Alignments for Semantic Parsing to SQL Queries EMNLP 2020 PolicyQA: A Reading Comprehension Dataset for Privacy Policies EMNLP 2020 Predicting Clinical Trial Results by Implicit Evidence Integration EMNLP 2020