Machine Reading Comprehension

On the Robustness of Reading Comprehension Models to Entity Renaming NAACL 2022 OPERA: Operation-Pivoted Discrete Reasoning over Text NAACL 2022 PaCo: Preconditions Attributed to Commonsense Knowledge EMNLP 2022 Paragraph-based Transformer Pre-training for Multi-Sentence Inference NAACL 2022 POQue: Asking Participant-specific Outcome Questions for a Deeper Understanding of Complex Events EMNLP 2022 Practice Makes a Solver Perfect: Data Augmentation for Math Word Problem Solvers NAACL 2022 Prepositions Matter in Quantifier Scope Disambiguation COLING 2022 Pre-training Transformer Models with Sentence-Level Objectives for Answer Sentence Selection EMNLP 2022 QuALITY: Question Answering with Long Input Texts, Yes! NAACL 2022 R2F: A General Retrieval, Reading and Fusion Framework for Document-level Natural Language Inference EMNLP 2022 ReasTAP: Injecting Table Reasoning Skills During Pre-training via Synthetic Reasoning Examples EMNLP 2022 RetroNLU: Retrieval Augmented Task-Oriented Semantic Parsing ACL 2022 Scoping natural language processing in Indonesian and Malay for education applications ACL 2022 Show, Don’t Tell: Demonstrations Outperform Descriptions for Schema-Guided Task-Oriented Dialogue NAACL 2022 Simulating Bandit Learning from User Feedback for Extractive Question Answering ACL 2022 Single-Turn Debate Does Not Help Humans Answer Hard Reading-Comprehension Questions ACL 2022 StuBot: Learning by Teaching a Conversational Agent Through Machine Reading Comprehension EMNLP 2022 Tackling Temporal Questions in Natural Language Interface to Databases EMNLP 2022 TaCube: Pre-computing Data Cubes for Answering Numerical-Reasoning Questions over Tabular Data EMNLP 2022 Task2Dial: A Novel Task and Dataset for Commonsense-enhanced Task-based Dialogue Grounded in Documents ACL 2022 Teaching Humans When to Defer to a Classifier via Exemplars AAAI 2022 Textual Enhanced Contrastive Learning for Solving Math Word Problems EMNLP 2022 The Legal Argument Reasoning Task in Civil Procedure EMNLP 2022 TIE: Topological Information Enhanced Structural Reading Comprehension on Web Pages NAACL 2022 Towards Robustness of Text-to-SQL Models Against Natural and Realistic Adversarial Table Perturbation ACL 2022