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

Disentangling Indirect Answers to Yes-No Questions in Real Conversations NAACL 2022

Improving Language Models by Retrieving from Trillions of Tokens ICML 2022

StreamingQA: A Benchmark for Adaptation to New Knowledge over Time in Question Answering Models ICML 2022

Climate Bot: A Machine Reading Comprehension System for Climate Change Question Answering IJCAI 2022

Table Pre-training: A Survey on Model Architectures, Pre-training Objectives, and Downstream Tasks IJCAI 2022

Zero-Shot Commonsense Question Answering with Cloze Translation and Consistency Optimization AAAI 2022

Hybrid Autoregressive Inference for Scalable Multi-Hop Explanation Regeneration AAAI 2022

Enhanced Story Comprehension for Large Language Models through Dynamic Document-Based Knowledge Graphs AAAI 2022

StepGame: A New Benchmark for Robust Multi-Hop Spatial Reasoning in Texts AAAI 2022

DialogLM: Pre-trained Model for Long Dialogue Understanding and Summarization AAAI 2022

QuALITY: Question Answering with Long Input Texts, Yes! NAACL 2022

Clues Before Answers: Generation-Enhanced Multiple-Choice QA NAACL 2022

Question Answering Infused Pre-training of General-Purpose Contextualized Representations ACL 2022

Question Generation for Reading Comprehension Assessment by Modeling How and What to Ask ACL 2022

Prompt Tuning for Discriminative Pre-trained Language Models ACL 2022

Explainable Assessment of Healthcare Articles with QA ACL 2022

Identifying relevant common sense information in knowledge graphs ACL 2022

Choose Your QA Model Wisely: A Systematic Study of Generative and Extractive Readers for Question Answering ACL 2022

Learning to Retrieve Passages without Supervision NAACL 2022

SKILL: Structured Knowledge Infusion for Large Language Models NAACL 2022

CoSe-Co: Text Conditioned Generative CommonSense Contextualizer NAACL 2022

Yes, No or IDK: The Challenge of Unanswerable Yes/No Questions NAACL 2022

DocTime: A Document-level Temporal Dependency Graph Parser NAACL 2022

KAT: A Knowledge Augmented Transformer for Vision-and-Language NAACL 2022

Possible Stories: Evaluating Situated Commonsense Reasoning under Multiple Possible Scenarios COLING 2022