Question Answering

Read before Generate! Faithful Long Form Question Answering with Machine Reading ACL 2022 Reasoning over Hybrid Chain for Table-and-Text Open Domain Question Answering IJCAI 2022 ReasTAP: Injecting Table Reasoning Skills During Pre-training via Synthetic Reasoning Examples EMNLP 2022 Reducing Spurious Correlations for Answer Selection by Feature Decorrelation and Language Debiasing COLING 2022 Re-Examining Calibration: The Case of Question Answering EMNLP 2022 Reinforced Question Rewriting for Conversational Question Answering EMNLP 2022 Relevant CommonSense Subgraphs for “What if...” Procedural Reasoning ACL 2022 Rethinking Multi-Modal Alignment in Multi-Choice VideoQA from Feature and Sample Perspectives EMNLP 2022 Retrieval as Attention: End-to-end Learning of Retrieval and Reading within a Single Transformer EMNLP 2022 Retrieval Augmentation for Commonsense Reasoning: A Unified Approach EMNLP 2022 Retrieval-Augmented Generative Question Answering for Event Argument Extraction EMNLP 2022 Retrieval Augmented Visual Question Answering with Outside Knowledge EMNLP 2022 Retrieval Data Augmentation Informed by Downstream Question Answering Performance ACL 2022 Retrieval-guided Counterfactual Generation for QA ACL 2022 Rich Knowledge Sources Bring Complex Knowledge Conflicts: Recalibrating Models to Reflect Conflicting Evidence EMNLP 2022 RLET: A Reinforcement Learning Based Approach for Explainable QA with Entailment Trees EMNLP 2022 RNG-KBQA: Generation Augmented Iterative Ranking for Knowledge Base Question Answering ACL 2022 Robust Question Answering against Distribution Shifts with Test-Time Adaption: An Empirical Study EMNLP 2022 S2SQL: Injecting Syntax to Question-Schema Interaction Graph Encoder for Text-to-SQL Parsers ACL 2022 Samsung Research Poland (SRPOL) at SemEval-2022 Task 9: Hybrid Question Answering Using Semantic Roles SemEval 2022 ScanQA: 3D Question Answering for Spatial Scene Understanding CVPR 2022 SCROLLS: Standardized CompaRison Over Long Language Sequences EMNLP 2022 Seeing the wood for the trees: a contrastive regularization method for the low-resource Knowledge Base Question Answering NAACL 2022 Seeking Patterns, Not just Memorizing Procedures: Contrastive Learning for Solving Math Word Problems ACL 2022 Semantic Framework based Query Generation for Temporal Question Answering over Knowledge Graphs EMNLP 2022