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

EffiQA: Efficient Question-Answering with Strategic Multi-Model Collaboration on Knowledge Graphs COLING 2025

SynDARin: Synthesising Datasets for Automated Reasoning in Low-Resource Languages COLING 2025

ChartGemma: Visual Instruction-tuning for Chart Reasoning in the Wild COLING 2025

Towards Consistent Natural-Language Explanations via Explanation-Consistency Finetuning COLING 2025

Does RAG Introduce Unfairness in LLMs? Evaluating Fairness in Retrieval-Augmented Generation Systems COLING 2025

Leveraging LLM-Generated Schema Descriptions for Unanswerable Question Detection in Clinical Data COLING 2025

CogStack-KCL-UCL at ArchEHR-QA 2025: Investigating Hybrid LLM Approaches for Grounded Clinical Question Answering ACL 2025

CryptOpiQA: A new Opinion and Question Answering dataset on Cryptocurrency COLING 2025

H-STAR: LLM-driven Hybrid SQL-Text Adaptive Reasoning on Tables NAACL 2025

Knowledge Graph-Guided Retrieval Augmented Generation NAACL 2025

Streamlining Biomedical Research with Specialized LLMs COLING 2025

MASTER: A Multi-Agent System with LLM Specialized MCTS NAACL 2025

MAPLM: A Real-World Large-Scale Vision-Language Benchmark for Map and Traffic Scene Understanding CVPR 2024

GProofT: A Multi-dimension Multi-round Fact Checking Framework Based on Claim Fact Extraction EMNLP 2024

Empowering Air Travelers: A Chatbot for Canadian Air Passenger Rights EMNLP 2024

MILD Bot: Multidisciplinary Childhood Cancer Survivor Question-Answering Bot EMNLP 2024

MDCR: A Dataset for Multi-Document Conditional Reasoning EMNLP 2024

cPAPERS: A Dataset of Situated and Multimodal Interactive Conversations in Scientific Papers NIPS 2024

ArabicMMLU: Assessing Massive Multitask Language Understanding in Arabic ACL 2024

KnowledgeHub: An End-to-End Tool for Assisted Scientific Discovery IJCAI 2024

Evidence-Focused Fact Summarization for Knowledge-Augmented Zero-Shot Question Answering EMNLP 2024

Learning to Correct for QA Reasoning with Black-box LLMs EMNLP 2024

Can Large Language Models Faithfully Express Their Intrinsic Uncertainty in Words? EMNLP 2024

Instruction Tuning Large Language Models to Understand Electronic Health Records NIPS 2024

An Empirical Study of Multilingual Reasoning Distillation for Question Answering EMNLP 2024