Question Answering

Summarize-then-Answer: Generating Concise Explanations for Multi-hop Reading Comprehension EMNLP 2021 SUTD-TrafficQA: A Question Answering Benchmark and an Efficient Network for Video Reasoning Over Traffic Events CVPR 2021 Synthetic Data Augmentation for Zero-Shot Cross-Lingual Question Answering EMNLP 2021 TAP: Text-Aware Pre-Training for Text-VQA and Text-Caption CVPR 2021 TAT-QA: A Question Answering Benchmark on a Hybrid of Tabular and Textual Content in Finance ACL 2021 Technical Question Answering across Tasks and Domains NAACL 2021 Textgraphs-15 Shared Task System Description : Multi-Hop Inference Explanation Regeneration by Matching Expert Ratings NAACL 2021 TextGraphs 2021 Shared Task on Multi-Hop Inference for Explanation Regeneration NAACL 2021 Text Modular Networks: Learning to Decompose Tasks in the Language of Existing Models NAACL 2021 Text Simplification for Comprehension-based Question-Answering EMNLP 2021 Text-to-SQL in the Wild: A Naturally-Occurring Dataset Based on Stack Exchange Data ACL 2021 Textual Time Travel: A Temporally Informed Approach to Theory of Mind EMNLP 2021 The Global Banking Standards QA Dataset (GBS-QA) EMNLP 2021 Think about it! Improving defeasible reasoning by first modeling the question scenario. EMNLP 2021 Time-Stamped Language Model: Teaching Language Models to Understand The Flow of Events NAACL 2021 Topic Transferable Table Question Answering EMNLP 2021 Toward Deconfounding the Effect of Entity Demographics for Question Answering Accuracy EMNLP 2021 Towards a more Robust Evaluation for Conversational Question Answering ACL 2021 Towards Developing a Multilingual and Code-Mixed Visual Question Answering System by Knowledge Distillation EMNLP 2021 Towards more equitable question answering systems: How much more data do you need? ACL 2021 Towards Navigation by Reasoning over Spatial Configurations ACL 2021 Towards Visual Question Answering on Pathology Images ACL 2021 Training Adaptive Computation for Open-Domain Question Answering with Computational Constraints ACL 2021 TransferNet: An Effective and Transparent Framework for Multi-hop Question Answering over Relation Graph EMNLP 2021 TRAR: Routing the Attention Spans in Transformer for Visual Question Answering ICCV 2021