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Question Answering

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Adaptive Information Seeking for Open-Domain Question Answering EMNLP 2021
Generating Self-Contained and Summary-Centric Question Answer Pairs via Differentiable Reward Imitation Learning EMNLP 2021
Paired Examples as Indirect Supervision in Latent Decision Models EMNLP 2021
Simple is not Easy: A Simple Strong Baseline for TextVQA and TextCaps AAAI 2021
DramaQA: Character-Centered Video Story Understanding with Hierarchical QA AAAI 2021
Knowledge Informed Semantic Parsing for Conversational Question Answering ACL 2021
Topic Transferable Table Question Answering EMNLP 2021
End-to-End Entity Resolution and Question Answering Using Differentiable Knowledge Graphs EMNLP 2021
A Pretraining Numerical Reasoning Model for Ordinal Constrained Question Answering on Knowledge Base EMNLP 2021
Explanations for CommonsenseQA: New Dataset and Models ACL 2021
Summarize-then-Answer: Generating Concise Explanations for Multi-hop Reading Comprehension EMNLP 2021
Joint Passage Ranking for Diverse Multi-Answer Retrieval EMNLP 2021
Open-Domain Question-Answering for COVID-19 and Other Emergent Domains EMNLP 2021
Exploring Decomposition for Table-based Fact Verification EMNLP 2021
Exploiting Reasoning Chains for Multi-hop Science Question Answering EMNLP 2021
Roses Are Red, Violets Are Blue... but Should VQA Expect Them To? CVPR 2021
Perception Matters: Detecting Perception Failures of VQA Models Using Metamorphic Testing CVPR 2021
MFAQ: a Multilingual FAQ Dataset EMNLP 2021
What Can a Generative Language Model Answer About a Passage? EMNLP 2021
Just Ask! Evaluating Machine Translation by Asking and Answering Questions EMNLP 2021
Investigating the Effect of Background Knowledge on Natural Questions NAACL 2021
Sattiy at SemEval-2021 Task 9: An Ensemble Solution for Statement Verification and Evidence Finding with Tables IJCNLP 2021
UIT-E10dot3 at SemEval-2021 Task 5: Toxic Spans Detection with Named Entity Recognition and Question-Answering Approaches IJCNLP 2021
Expanding End-to-End Question Answering on Differentiable Knowledge Graphs with Intersection EMNLP 2021
SPARQLing Database Queries from Intermediate Question Decompositions EMNLP 2021