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Question Answering

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Papers

Using Interactive Feedback to Improve the Accuracy and Explainability of Question Answering Systems Post-Deployment ACL 2022
Answering Open-Domain Multi-Answer Questions via a Recall-then-Verify Framework ACL 2022
How Do We Answer Complex Questions: Discourse Structure of Long-form Answers ACL 2022
SMedBERT: A Knowledge-Enhanced Pre-trained Language Model with Structured Semantics for Medical Text Mining IJCNLP 2021
Case-based Reasoning for Natural Language Queries over Knowledge Bases EMNLP 2021
One Question Answering Model for Many Languages with Cross-lingual Dense Passage Retrieval NIPS 2021
End-to-End Training of Multi-Document Reader and Retriever for Open-Domain Question Answering NIPS 2021
CoSQA: 20,000+ Web Queries for Code Search and Question Answering IJCNLP 2021
Winnowing Knowledge for Multi-choice Question Answering EMNLP 2021
Textual Time Travel: A Temporally Informed Approach to Theory of Mind EMNLP 2021
DialDoc 2021 Shared Task: Goal-Oriented Document-grounded Dialogue Modeling ACL 2021
ReTraCk: A Flexible and Efficient Framework for Knowledge Base Question Answering ACL 2021
ESRA: Explainable Scientific Research Assistant ACL 2021
SalKG: Learning From Knowledge Graph Explanations for Commonsense Reasoning NIPS 2021
Toward Deconfounding the Effect of Entity Demographics for Question Answering Accuracy EMNLP 2021
Improving the Robustness of QA Models to Challenge Sets with Variational Question-Answer Pair Generation ACL 2021
Towards a more Robust Evaluation for Conversational Question Answering ACL 2021
Towards Visual Question Answering on Pathology Images ACL 2021
Learning from Inside: Self-driven Siamese Sampling and Reasoning for Video Question Answering NIPS 2021
Cross-Policy Compliance Detection via Question Answering EMNLP 2021
Evaluation Paradigms in Question Answering EMNLP 2021
R2-D2: A Modular Baseline for Open-Domain Question Answering EMNLP 2021
X2Parser: Cross-Lingual and Cross-Domain Framework for Task-Oriented Compositional Semantic Parsing ACL 2021
Less Is More: ClipBERT for Video-and-Language Learning via Sparse Sampling CVPR 2021
Measuring and Improving BERT’s Mathematical Abilities by Predicting the Order of Reasoning. ACL 2021