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

When and How to Augment Your Input: Question Routing Helps Balance the Accuracy and Efficiency of Large Language Models NAACL 2025

SeaKR: Self-aware Knowledge Retrieval for Adaptive Retrieval Augmented Generation ACL 2025

DocBench: A Benchmark for Evaluating LLM-based Document Reading Systems NAACL 2025

LongCite: Enabling LLMs to Generate Fine-grained Citations in Long-Context QA ACL 2025

Decoding on Graphs: Faithful and Sound Reasoning on Knowledge Graphs through Generation of Well-Formed Chains ACL 2025

Entity Quality Enhancement in Knowledge Graphs through LLM-based Question Answering COLING 2025

DAVE: A Framework for Assisted Analysis of Document Collections in Knowledge-Intensive Domains IJCAI 2025

How to Mitigate Information Loss in Knowledge Graphs for GraphRAG: Leveraging Triple Context Restoration and Query-Driven Feedback IJCAI 2025

DMIS Lab at ArchEHR-QA 2025: Evidence-Grounded Answer Generation for EHR-based QA via a Multi-Agent Framework ACL 2025

Crossing Language Boundaries: Evaluation of Large Language Models on Urdu-English Question Answering COLING 2025

KG-Agent: An Efficient Autonomous Agent Framework for Complex Reasoning over Knowledge Graph ACL 2025

SpeechIQ: Speech-Agentic Intelligence Quotient Across Cognitive Levels in Voice Understanding by Large Language Models ACL 2025

DualRAG: A Dual-Process Approach to Integrate Reasoning and Retrieval for Multi-Hop Question Answering ACL 2025

A Multi-Agent Framework for Mitigating Dialect Biases in Privacy Policy Question-Answering Systems ACL 2025

CaLQuest.PT: Towards the Collection and Evaluation of Natural Causal Ladder Questions in Portuguese for AI Agents COLING 2025

3DSRBench: A Comprehensive 3D Spatial Reasoning Benchmark ICCV 2025

Constructing Ophthalmic MLLM for Positioning-diagnosis Collaboration Through Clinical Cognitive Chain Reasoning ICCV 2025

Shared Task RIRAG-2025: Regulatory Information Retrieval and Answer Generation COLING 2025

Overview of the SciHal25 Shared Task on Hallucination Detection for Scientific Content ACL 2025

GRACE: A Granular Benchmark for Evaluating Model Calibration against Human Calibration ACL 2025

Digest the Knowledge: Large Language Models empowered Message Passing for Knowledge Graph Question Answering ACL 2025

A Two-Stage LLM System for Enhanced Regulatory Information Retrieval and Answer Generation COLING 2025

Beyond Prompting: An Efficient Embedding Framework for Open-Domain Question Answering ACL 2025

Embedding-Free RAG EMNLP 2025

SzegedAI at ArchEHR-QA 2025: Combining LLMs with traditional methods for grounded question answering ACL 2025