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Question Answering

158 papers

Papers per year

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39

Papers

FewshotQA: A simple framework for few-shot learning of question answering tasks using pre-trained text-to-text models EMNLP 2021
Perhaps PTLMs Should Go to School – A Task to Assess Open Book and Closed Book QA EMNLP 2021
ReasonBERT: Pre-trained to Reason with Distant Supervision EMNLP 2021
Mitigating False-Negative Contexts in Multi-document Question Answering with Retrieval Marginalization EMNLP 2021
Structured Context and High-Coverage Grammar for Conversational Question Answering over Knowledge Graphs EMNLP 2021
Improving Question Answering Model Robustness with Synthetic Adversarial Data Generation EMNLP 2021
MLEC-QA: A Chinese Multi-Choice Biomedical Question Answering Dataset 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
Hypergraph Convolutional Network for Multi-Hop Knowledge Base Question Answering (Student Abstract) AAAI 2020
Answering Complex Questions by Combining Information from Curated and Extracted Knowledge Bases ACL 2020
EXAMS: A Multi-subject High School Examinations Dataset for Cross-lingual and Multilingual Question Answering EMNLP 2020
End-to-End Synthetic Data Generation for Domain Adaptation of Question Answering Systems EMNLP 2020
AmbigQA: Answering Ambiguous Open-domain Questions EMNLP 2020
Open Domain Question Answering based on Text Enhanced Knowledge Graph with Hyperedge Infusion EMNLP 2020
Enhancing Question Answering by Injecting Ontological Knowledge through Regularization EMNLP 2020
QA2Explanation: Generating and Evaluating Explanations for Question Answering Systems over Knowledge Graph EMNLP 2020
Multi-Hop Paragraph Retrieval for Open-Domain Question Answering ACL 2019
Answering while Summarizing: Multi-task Learning for Multi-hop QA with Evidence Extraction ACL 2019
Interpretable Question Answering on Knowledge Bases and Text ACL 2019
Self-Attention Architectures for Answer-Agnostic Neural Question Generation ACL 2019
GeoSQA: A Benchmark for Scenario-based Question Answering in the Geography Domain at High School Level EMNLP 2019
Revisiting the Evaluation of Theory of Mind through Question Answering EMNLP 2019
Can You Unpack That? Learning to Rewrite Questions-in-Context EMNLP 2019
Multi-Relational Question Answering from Narratives: Machine Reading and Reasoning in Simulated Worlds ACL 2018