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Question Answering

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AIT-QA: Question Answering Dataset over Complex Tables in the Airline Industry NAACL 2022
Entailment Tree Explanations via Iterative Retrieval-Generation Reasoner NAACL 2022
On Measuring Social Biases in Prompt-Based Multi-Task Learning NAACL 2022
Instilling Type Knowledge in Language Models via Multi-Task QA NAACL 2022
LongT5: Efficient Text-To-Text Transformer for Long Sequences NAACL 2022
UniK-QA: Unified Representations of Structured and Unstructured Knowledge for Open-Domain Question Answering NAACL 2022
Challenges in Generalization in Open Domain Question Answering NAACL 2022
Capturing Conversational Interaction for Question Answering via Global History Reasoning NAACL 2022
“What makes a question inquisitive?” A Study on Type-Controlled Inquisitive Question Generation NAACL 2022
FabKG: A Knowledge graph of Manufacturing Science domain utilizing structured and unconventional unstructured knowledge source NAACL 2022
Transfer Learning and Masked Generation for Answer Verbalization NAACL 2022
Knowledge Transfer between Structured and Unstructured Sources for Complex Question Answering NAACL 2022
An Encoder Attribution Analysis for Dense Passage Retriever in Open-Domain Question Answering NAACL 2022
Open-Domain Conversational Question Answering with Historical Answers AACL 2022
Semantic Framework based Query Generation for Temporal Question Answering over Knowledge Graphs EMNLP 2022
Faithful Knowledge Graph Explanations in Commonsense Question Answering EMNLP 2022
Entailer: Answering Questions with Faithful and Truthful Chains of Reasoning EMNLP 2022
DocInfer: Document-level Natural Language Inference using Optimal Evidence Selection EMNLP 2022
Generating Literal and Implied Subquestions to Fact-check Complex Claims EMNLP 2022
RLET: A Reinforcement Learning Based Approach for Explainable QA with Entailment Trees EMNLP 2022
Rainier: Reinforced Knowledge Introspector for Commonsense Question Answering EMNLP 2022
Reinforced Question Rewriting for Conversational Question Answering EMNLP 2022
AssistSR: Task-oriented Video Segment Retrieval for Personal AI Assistant EMNLP 2022
BanglaRQA: A Benchmark Dataset for Under-resourced Bangla Language Reading Comprehension-based Question Answering with Diverse Question-Answer Types EMNLP 2022
Masked Language Models Know Which are Popular: A Simple Ranking Strategy for Commonsense Question Answering EMNLP 2022