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 Effectiveness of Multilingual and Generative Large Language Models for Question Answering in Financial Texts COLING 2025

DynaQuest: A Dynamic Question Answering Dataset Reflecting Real-World Knowledge Updates ACL 2025

HausaNLP: Current Status, Challenges and Future Directions for Hausa Natural Language Processing ACL 2025

MateInfoUB: A Real-World Benchmark for Testing LLMs in Competitive, Multilingual, and Multimodal Educational Tasks ACL 2025

Social Bias in Popular Question-Answering Benchmarks IJCNLP 2025

Generate but Verify: Answering with Faithfulness in RAG-based Question Answering IJCNLP 2025

Chinese SimpleQA: A Chinese Factuality Evaluation for Large Language Models ACL 2025

REGULAR: A Framework for Relation-Guided Multi-Span Question Generation IJCNLP 2025

Micro-Act: Mitigate Knowledge Conflict in Question Answering via Actionable Self-Reasoning ACL 2025

ESGenius: Benchmarking LLMs on Environmental, Social, and Governance (ESG) and Sustainability Knowledge EMNLP 2025

TreeReview: A Dynamic Tree of Questions Framework for Deep and Efficient LLM-based Scientific Peer Review EMNLP 2025

LLMs on interactive feature collections with implicit dynamic decision strategy COLING 2025

RoBGuard: Enhancing LLMs to Assess Risk of Bias in Clinical Trial Documents COLING 2025

Unmasking Deceptive Visuals: Benchmarking Multimodal Large Language Models on Misleading Chart Question Answering EMNLP 2025

RetroLLM: Empowering Large Language Models to Retrieve Fine-grained Evidence within Generation ACL 2025

MoLoRAG: Bootstrapping Document Understanding via Multi-modal Logic-aware Retrieval EMNLP 2025

Forest for the Trees: Overarching Prompting Evokes High-Level Reasoning in Large Language Models NAACL 2025

UniRAG: Unified Query Understanding Method for Retrieval Augmented Generation ACL 2025

TableRAG: A Retrieval Augmented Generation Framework for Heterogeneous Document Reasoning EMNLP 2025

A Survey of Quantum Natural Language Processing: From Compositional Models to NISQ-Era Empiricism IJCNLP 2025

Exploration Lab IITK at SemEval-2025 Task 8: Multi-LLM Agent QA over Tabular Data SEMEVAL 2025

Beyond Surface Simplicity: Revealing Hidden Reasoning Attributes for Precise Commonsense Diagnosis ACL 2025

Patient-Centric Multilingual Question Answering and Summary Generation for Head and Neck Cancer and Blood Donation IJCNLP 2025

Hybrid Graphs for Table-and-Text based Question Answering using LLMs NAACL 2025

EpMAN: Episodic Memory AttentioN for Generalizing to Longer Contexts ACL 2025