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

LAILab at ArchEHR-QA 2025: Test-time scaling for evidence selection in grounded question answering from electronic health records ACL 2025

YNU-HPCC at SemEval-2025 Task 8: Enhancing Question-Answering over Tabular Data with TableGPT2 SEMEVAL 2025

Addressing Hallucination in Causal Q&A: The Efficacy of Fine-tuning over Prompting in LLMs COLING 2025

Sarang at FinCausal 2025: Contextual QA for Financial Causality Detection Combining Extractive and Generative Models COLING 2025

CypherBench: Towards Precise Retrieval over Full-scale Modern Knowledge Graphs in the LLM Era ACL 2025

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

CPIQA: Climate Paper Image Question Answering Dataset for Retrieval-Augmented Generation with Context-based Query Expansion ACL 2025

NUST Omega at RIRAG 2025: Investigating Context-aware Retrieval and Answer Generations-Lessons and Challenges COLING 2025

Generating Spatial Knowledge Graphs from Automotive Diagrams for Question Answering EMNLP 2025

GRADE: Generating multi-hop QA and fine-gRAined Difficulty matrix for RAG Evaluation EMNLP 2025

GenPoE: Generative Passage-level Mixture of Experts for Knowledge Enhancement of LLMs EMNLP 2025

HIRAG: Hierarchical-Thought Instruction-Tuning Retrieval-Augmented Generation EMNLP 2025

DTCRS: Dynamic Tree Construction for Recursive Summarization ACL 2025

FM2DS: Few-Shot Multimodal Multihop Data Synthesis with Knowledge Distillation for Question Answering EMNLP 2025

Planning for Success: Exploring LLM Long-term Planning Capabilities in Table Understanding ACL 2025

S2LPP: Small-to-Large Prompt Prediction across LLMs EMNLP 2025

GQC: LLM-Based Grouped QA Consolidation for Open-Domain Fact Verification at AVeriTeC ACL 2025

AirRAG: Autonomous Strategic Planning and Reasoning Steer Retrieval Augmented Generation EMNLP 2025

More Documents, Same Length: Isolating the Challenge of Multiple Documents in RAG EMNLP 2025

One More Question is Enough, Expert Question Decomposition (EQD) Model for Domain Quantitative Reasoning EMNLP 2025

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

Can Out-of-Distribution Evaluations Uncover Reliance on Prediction Shortcuts? A Case Study in Question Answering EMNLP 2025

Looking Beyond the Pixels: Evaluating Visual Metaphor Understanding in VLMs EMNLP 2025

Quantifying Uncertainty in Natural Language Explanations of Large Language Models for Question Answering EMNLP 2025

Core Intelligence at SemEval-2025 Task 8: Multi-hop LLM Agent for Tabular Question Answering ACL 2025