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

EXIT: Context-Aware Extractive Compression for Enhancing Retrieval-Augmented Generation ACL 2025

No Universal Prompt: Unifying Reasoning through Adaptive Prompting for Temporal Table Reasoning. AACL 2025

Can Multimodal Large Language Models Understand Spatial Relations? ACL 2025

PunchBench: Benchmarking MLLMs in Multimodal Punchline Comprehension ACL 2025

Vision-Language Models Struggle to Align Entities across Modalities ACL 2025

Y-NQ: English-Yorùbá Evaluation dataset for Open-Book Reading Comprehension with Open-Ended Questions ACL 2025

MES-RAG: Bringing Multi-modal, Entity-Storage, and Secure Enhancements to RAG NAACL 2025

Single LLM, Multiple Roles: A Unified Retrieval-Augmented Generation Framework Using Role-Specific Token Optimization EMNLP 2025

QualBench: Benchmarking Chinese LLMs with Localized Professional Qualifications for Vertical Domain Evaluation EMNLP 2025

SciRIFF: A Resource to Enhance Language Model Instruction-Following over Scientific Literature EMNLP 2025

Keep Security! Benchmarking Security Policy Preservation in Large Language Model Contexts Against Indirect Attacks in Question Answering EMNLP 2025

LLM-Independent Adaptive RAG: Let the Question Speak for Itself EMNLP 2025

RTQA : Recursive Thinking for Complex Temporal Knowledge Graph Question Answering with Large Language Models EMNLP 2025

Measuring Chain of Thought Faithfulness by Unlearning Reasoning Steps EMNLP 2025

Facilitating Long Context Understanding via Supervised Chain-of-Thought Reasoning EMNLP 2025

CAFE: Retrieval Head-based Coarse-to-Fine Information Seeking to Enhance Multi-Document QA Capability EMNLP 2025

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

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

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

MMAPG: A Training-Free Framework for Multimodal Multi-hop Question Answering via Adaptive Planning Graphs EMNLP 2025

Think and Recall: Layer-Level Prompting for Lifelong Model Editing EMNLP 2025

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

OntologyRAG-Q: Resource Development and Benchmarking for Retrieval-Augmented Question Answering in Qur’anic Tafsir EMNLP 2025

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

Firefly Team at SemEval-2025 Task 8: Question-Answering over Tabular Data using SQL/Python generation with Closed-Source Large Language Models SEMEVAL 2025