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Question Answering

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Towards Video Text Visual Question Answering: Benchmark and Baseline NIPS 2022
Cooperative Self-training of Machine Reading Comprehension NAACL 2022
The Unreliability of Explanations in Few-shot Prompting for Textual Reasoning NIPS 2022
EHRSQL: A Practical Text-to-SQL Benchmark for Electronic Health Records NIPS 2022
Towards Process-Oriented, Modular, and Versatile Question Generation that Meets Educational Needs NAACL 2022
Understand before Answer: Improve Temporal Reading Comprehension via Precise Question Understanding NAACL 2022
Guiding Visual Question Generation NAACL 2022
All You May Need for VQA are Image Captions NAACL 2022
Diverse Multi-Answer Retrieval with Determinantal Point Processes COLING 2022
Seeking Patterns, Not just Memorizing Procedures: Contrastive Learning for Solving Math Word Problems ACL 2022
Enhancing Financial Table and Text Question Answering with Tabular Graph and Numerical Reasoning AACL 2022
Multi-Type Conversational Question-Answer Generation with Closed-ended and Unanswerable Questions AACL 2022
Exploiting Hybrid Semantics of Relation Paths for Multi-hop Question Answering over Knowledge Graphs COLING 2022
Prompt-based Conservation Learning for Multi-hop Question Answering COLING 2022
Domain Adaptation for Question Answering via Question Classification COLING 2022
Understanding and Improving Zero-shot Multi-hop Reasoning in Generative Question Answering COLING 2022
Reducing Spurious Correlations for Answer Selection by Feature Decorrelation and Language Debiasing COLING 2022
Weakly Supervised Formula Learner for Solving Mathematical Problems COLING 2022
Fantastic Questions and Where to Find Them: FairytaleQA – An Authentic Dataset for Narrative Comprehension ACL 2022
KG-FiD: Infusing Knowledge Graph in Fusion-in-Decoder for Open-Domain Question Answering ACL 2022
Hyperlink-induced Pre-training for Passage Retrieval in Open-domain Question Answering ACL 2022
A Copy-Augmented Generative Model for Open-Domain Question Answering ACL 2022
Read before Generate! Faithful Long Form Question Answering with Machine Reading ACL 2022
Benchmarking Answer Verification Methods for Question Answering-Based Summarization Evaluation Metrics ACL 2022
Pseudo Ambiguous and Clarifying Questions Based on Sentence Structures Toward Clarifying Question Answering System ACL 2022