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question answering

2904 papers

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Also known as

MCQ VIDEOQA QA QA OR NULL KGQA Q&A DOCQA ODQA Q/A CQA QNA PQA WHY-QA MCQA MRC KBQA VQA

Co-occurring keywords

large language model (12755) retrieval-augmented generation (1459) information retrieval (1493) knowledge graph (1795) language model (4573) machine reading comprehension (430) reading comprehension (372) multi-hop reasoning (400) text generation (2903) knowledge base (801)

Papers

Exploring The Landscape of Distributional Robustness for Question Answering Models EMNLP 2022
Dynamic Relevance Graph Network for Knowledge-Aware Question Answering COLING 2022
A Pipeline for Generating, Annotating and Employing Synthetic Data for Real World Question Answering EMNLP 2022
ScienceWorld: Is your Agent Smarter than a 5th Grader? EMNLP 2022
LittleBird: Efficient Faster & Longer Transformer for Question Answering EMNLP 2022
ERNIE-Layout: Layout Knowledge Enhanced Pre-training for Visually-rich Document Understanding EMNLP 2022
Exploring Dual Encoder Architectures for Question Answering EMNLP 2022
WikiOmnia: filtration and evaluation of the generated QA corpus on the whole Russian Wikipedia 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
Tackling Temporal Questions in Natural Language Interface to Databases EMNLP 2022
SimQA: Detecting Simultaneous MT Errors through Word-by-Word Question Answering EMNLP 2022
BioReader: a Retrieval-Enhanced Text-to-Text Transformer for Biomedical Literature EMNLP 2022
InforMask: Unsupervised Informative Masking for Language Model Pretraining EMNLP 2022
Tracing Origins: Coreference-aware Machine Reading Comprehension ACL 2022
QRelScore: Better Evaluating Generated Questions with Deeper Understanding of Context-aware Relevance EMNLP 2022
Using Commonsense Knowledge to Answer Why-Questions EMNLP 2022
RLET: A Reinforcement Learning Based Approach for Explainable QA with Entailment Trees EMNLP 2022
Analogical Math Word Problems Solving with Enhanced Problem-Solution Association EMNLP 2022
Pre-training Transformer Models with Sentence-Level Objectives for Answer Sentence Selection EMNLP 2022
SCROLLS: Standardized CompaRison Over Long Language Sequences EMNLP 2022
KE-GCL: Knowledge Enhanced Graph Contrastive Learning for Commonsense Question Answering EMNLP 2022
AssistSR: Task-oriented Video Segment Retrieval for Personal AI Assistant EMNLP 2022
TSGP: Two-Stage Generative Prompting for Unsupervised Commonsense Question Answering EMNLP 2022
A Few More Examples May Be Worth Billions of Parameters EMNLP 2022