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Question Answering

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Unsupervised Question Answering via Answer Diversifying COLING 2022
Evidentiality-guided Generation for Knowledge-Intensive NLP Tasks NAACL 2022
AnswerSumm: A Manually-Curated Dataset and Pipeline for Answer Summarization NAACL 2022
Practice Makes a Solver Perfect: Data Augmentation for Math Word Problem Solvers NAACL 2022
MIA 2022 Shared Task: Evaluating Cross-lingual Open-Retrieval Question Answering for 16 Diverse Languages NAACL 2022
ArcaneQA: Dynamic Program Induction and Contextualized Encoding for Knowledge Base Question Answering COLING 2022
GNN is a Counter? Revisiting GNN for Question Answering ICLR 2022
Improving Passage Retrieval with Zero-Shot Question Generation EMNLP 2022
Two-Step Question Retrieval for Open-Domain QA ACL 2022
CMQA: A Dataset of Conditional Question Answering with Multiple-Span Answers COLING 2022
Logical Form Generation via Multi-task Learning for Complex Question Answering over Knowledge Bases COLING 2022
CORN: Co-Reasoning Network for Commonsense Question Answering COLING 2022
NumGLUE: A Suite of Fundamental yet Challenging Mathematical Reasoning Tasks ACL 2022
EPT-X: An Expression-Pointer Transformer model that generates eXplanations for numbers ACL 2022
Educational Question Generation of Children Storybooks via Question Type Distribution Learning and Event-centric Summarization ACL 2022
Leveraging Knowledge in Multilingual Commonsense Reasoning ACL 2022
E-KAR: A Benchmark for Rationalizing Natural Language Analogical Reasoning ACL 2022
Learning to Decompose: Hypothetical Question Decomposition Based on Comparable Texts EMNLP 2022
TaCube: Pre-computing Data Cubes for Answering Numerical-Reasoning Questions over Tabular Data EMNLP 2022
Rich Knowledge Sources Bring Complex Knowledge Conflicts: Recalibrating Models to Reflect Conflicting Evidence EMNLP 2022
Retrieval as Attention: End-to-end Learning of Retrieval and Reading within a Single Transformer EMNLP 2022
Generating Information-Seeking Conversations from Unlabeled Documents EMNLP 2022
Varifocal Question Generation for Fact-checking EMNLP 2022
KECP: Knowledge Enhanced Contrastive Prompting for Few-shot Extractive Question Answering EMNLP 2022
Not to Overfit or Underfit the Source Domains? An Empirical Study of Domain Generalization in Question Answering EMNLP 2022