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Question Answering

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Summarizing Community-based Question-Answer Pairs EMNLP 2022
Momentum Contrastive Pre-training for Question Answering EMNLP 2022
Is a Question Decomposition Unit All We Need? EMNLP 2022
Retrieval-Augmented Generative Question Answering for Event Argument Extraction EMNLP 2022
Capturing Global Structural Information in Long Document Question Answering with Compressive Graph Selector Network EMNLP 2022
An Efficient Memory-Augmented Transformer for Knowledge-Intensive NLP Tasks EMNLP 2022
LittleBird: Efficient Faster & Longer Transformer for Question Answering EMNLP 2022
Explainable Question Answering based on Semantic Graph by Global Differentiable Learning and Dynamic Adaptive Reasoning EMNLP 2022
MuRAG: Multimodal Retrieval-Augmented Generator for Open Question Answering over Images and Text EMNLP 2022
SimQA: Detecting Simultaneous MT Errors through Word-by-Word Question Answering EMNLP 2022
LILA: A Unified Benchmark for Mathematical Reasoning EMNLP 2022
ConvFinQA: Exploring the Chain of Numerical Reasoning in Conversational Finance Question Answering EMNLP 2022
PACIFIC: Towards Proactive Conversational Question Answering over Tabular and Textual Data in Finance EMNLP 2022
UniRPG: Unified Discrete Reasoning over Table and Text as Program Generation EMNLP 2022
Towards Robust Numerical Question Answering: Diagnosing Numerical Capabilities of NLP Systems EMNLP 2022
Entity-Focused Dense Passage Retrieval for Outside-Knowledge Visual Question Answering EMNLP 2022
TIARA: Multi-grained Retrieval for Robust Question Answering over Large Knowledge Base EMNLP 2022
Rethinking Multi-Modal Alignment in Multi-Choice VideoQA from Feature and Sample Perspectives EMNLP 2022
ASQA: Factoid Questions Meet Long-Form Answers EMNLP 2022
Learning to Explain Selectively: A Case Study on Question Answering EMNLP 2022
A Sequential Flow Control Framework for Multi-hop Knowledge Base Question Answering EMNLP 2022
Uni-Parser: Unified Semantic Parser for Question Answering on Knowledge Base and Database EMNLP 2022
ReasTAP: Injecting Table Reasoning Skills During Pre-training via Synthetic Reasoning Examples EMNLP 2022
Knowledge Transfer from Answer Ranking to Answer Generation EMNLP 2022
Empowering Language Models with Knowledge Graph Reasoning for Open-Domain Question Answering EMNLP 2022