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Question Answering

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HopRetriever: Retrieve Hops over Wikipedia to Answer Complex Questions AAAI 2021
Multi-Domain Multilingual Question Answering EMNLP 2021
Multi-Task Dense Retrieval via Model Uncertainty Fusion for Open-Domain Question Answering EMNLP 2021
Unseen Entity Handling in Complex Question Answering over Knowledge Base via Language Generation EMNLP 2021
Grounded Graph Decoding improves Compositional Generalization in Question Answering EMNLP 2021
Question Answering over Electronic Devices: A New Benchmark Dataset and a Multi-Task Learning based QA Framework EMNLP 2021
A Multi-label Multi-hop Relation Detection Model based on Relation-aware Sequence Generation EMNLP 2021
Text Simplification for Comprehension-based Question-Answering EMNLP 2021
Dynamic Neuro-Symbolic Knowledge Graph Construction for Zero-shot Commonsense Question Answering AAAI 2021
REM-Net: Recursive Erasure Memory Network for Commonsense Evidence Refinement AAAI 2021
A Semantic Parsing and Reasoning-Based Approach to Knowledge Base Question Answering AAAI 2021
Self-supervised Contrastive Cross-Modality Representation Learning for Spoken Question Answering EMNLP 2021
Q2: Evaluating Factual Consistency in Knowledge-Grounded Dialogues via Question Generation and Question Answering EMNLP 2021
Introspective Distillation for Robust Question Answering NIPS 2021
Unsupervised Multiple Choices Question Answering: Start Learning from Basic Knowledge EMNLP 2021
ParaShoot: A Hebrew Question Answering Dataset EMNLP 2021
Challenges in Information-Seeking QA: Unanswerable Questions and Paragraph Retrieval ACL 2021
Will this Question be Answered? Question Filtering via Answer Model Distillation for Efficient Question Answering EMNLP 2021
Neural Natural Logic Inference for Interpretable Question Answering EMNLP 2021
AnswerQuest: A System for Generating Question-Answer Items from Multi-Paragraph Documents EACL 2021
Saying No is An Art: Contextualized Fallback Responses for Unanswerable Dialogue Queries IJCNLP 2021
How Transferable Are Reasoning Patterns in VQA? CVPR 2021
Found a Reason for me? Weakly-supervised Grounded Visual Question Answering using Capsules CVPR 2021
Eliciting Bias in Question Answering Models through Ambiguity EMNLP 2021
Multi-modal Retrieval of Tables and Texts Using Tri-encoder Models EMNLP 2021