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question answering

2963 papers

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Also known as

QA Q&A Q/A

Co-occurring keywords

large language model (13587) retrieval-augmented generation (1592) information retrieval (1514) knowledge graph (1837) language model (4599) machine reading comprehension (430) reading comprehension (377) multi-hop reasoning (423) text generation (2913) knowledge base (804)

Papers

Enhancing Self-Consistency and Performance of Pre-Trained Language Models through Natural Language Inference EMNLP 2022
Improving compositional generalization for multi-step quantitative reasoning in question answering EMNLP 2022
Towards a Unified Multi-Dimensional Evaluator for Text Generation EMNLP 2022
Salient Phrase Aware Dense Retrieval: Can a Dense Retriever Imitate a Sparse One? EMNLP 2022
Can AMR Assist Legal and Logical Reasoning? EMNLP 2022
Event-Centric Question Answering via Contrastive Learning and Invertible Event Transformation EMNLP 2022
BanglaRQA: A Benchmark Dataset for Under-resourced Bangla Language Reading Comprehension-based Question Answering with Diverse Question-Answer Types EMNLP 2022
Inferring Implicit Relations in Complex Questions with Language Models EMNLP 2022
Bridging the Training-Inference Gap for Dense Phrase Retrieval EMNLP 2022
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
What Makes Reading Comprehension Questions Difficult? ACL 2022
RNG-KBQA: Generation Augmented Iterative Ranking for Knowledge Base Question Answering ACL 2022