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Question Answering

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Benchmarking Knowledge-Enhanced Commonsense Question Answering via Knowledge-to-Text Transformation AAAI 2021
Check It Again:Progressive Visual Question Answering via Visual Entailment ACL 2021
Ellipsis Resolution as Question Answering: An Evaluation EACL 2021
A Gradually Soft Multi-Task and Data-Augmented Approach to Medical Question Understanding ACL 2021
Knowledge-driven Natural Language Understanding of English Text and its Applications AAAI 2021
xMoCo: Cross Momentum Contrastive Learning for Open-Domain Question Answering ACL 2021
Training Adaptive Computation for Open-Domain Question Answering with Computational Constraints ACL 2021
Efficient Passage Retrieval with Hashing for Open-domain Question Answering ACL 2021
Automatic Learning Assistant in Telugu ACL 2021
Explanations for CommonsenseQA: New Dataset and Models IJCNLP 2021
Few-Shot Question Answering by Pretraining Span Selection IJCNLP 2021
UnitedQA: A Hybrid Approach for Open Domain Question Answering IJCNLP 2021
Database reasoning over text IJCNLP 2021
Distantly-Supervised Dense Retrieval Enables Open-Domain Question Answering without Evidence Annotation EMNLP 2021
MIRTT: Learning Multimodal Interaction Representations from Trilinear Transformers for Visual Question Answering EMNLP 2021
Enhancing Dual-Encoders with Question and Answer Cross-Embeddings for Answer Retrieval EMNLP 2021
CodeQA: A Question Answering Dataset for Source Code Comprehension EMNLP 2021
Combining Open Domain Question Answering with a Task-Oriented Dialog System ACL 2021
Zero-Shot Clinical Questionnaire Filling From Human-Machine Interactions EMNLP 2021
GermanQuAD and GermanDPR: Improving Non-English Question Answering and Passage Retrieval EMNLP 2021
What Would it Take to get Biomedical QA Systems into Practice? EMNLP 2021
Question and Answer Test-Train Overlap in Open-Domain Question Answering Datasets EACL 2021
Rethinking the Objectives of Extractive Question Answering EMNLP 2021
Joint Models for Answer Verification in Question Answering Systems IJCNLP 2021
End-to-End Training of Neural Retrievers for Open-Domain Question Answering IJCNLP 2021