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

Med-PRM: Medical Reasoning Models with Stepwise, Guideline-verified Process Rewards EMNLP 2025

WildScore: Benchmarking MLLMs in-the-Wild Symbolic Music Reasoning EMNLP 2025

FacLens: Transferable Probe for Foreseeing Non-Factuality in Fact-Seeking Question Answering of Large Language Models EMNLP 2025

TreeRare: Syntax Tree-Guided Retrieval and Reasoning for Knowledge-Intensive Question Answering EMNLP 2025

Efficient Context Selection for Long-Context QA: No Tuning, No Iteration, Just Adaptive‐k EMNLP 2025

What are Foundation Models Cooking in the Post-Soviet World? EMNLP 2025

MultiDocFusion : Hierarchical and Multimodal Chunking Pipeline for Enhanced RAG on Long Industrial Documents EMNLP 2025

Improving Context Fidelity via Native Retrieval-Augmented Reasoning EMNLP 2025

FLARE: Faithful Logic-Aided Reasoning and Exploration EMNLP 2025

RAcQUEt: Unveiling the Dangers of Overlooked Referential Ambiguity in Visual LLMs EMNLP 2025

Tokenization and Representation Biases in Multilingual Models on Dialectal NLP Tasks EMNLP 2025

Identifying and Answering Questions with False Assumptions: An Interpretable Approach EMNLP 2025

Memory-QA: Answering Recall Questions Based on Multimodal Memories EMNLP 2025

Large Language Models Meet Knowledge Graphs for Question Answering: Synthesis and Opportunities EMNLP 2025

Empowering GraphRAG with Knowledge Filtering and Integration EMNLP 2025

ReasonMed: A 370K Multi-Agent Generated Dataset for Advancing Medical Reasoning EMNLP 2025

MAviS: A Multimodal Conversational Assistant For Avian Species EMNLP 2025

LiTransProQA: An LLM-based Literary Translation Evaluation Metric with Professional Question Answering EMNLP 2025

SCRIBE: Structured Chain Reasoning for Interactive Behaviour Explanations using Tool Calling EMNLP 2025

Plutus: Benchmarking Large Language Models in Low-Resource Greek Finance EMNLP 2025

UNCLE: Benchmarking Uncertainty Expressions in Long-Form Generation EMNLP 2025

Stronger Baselines for Retrieval-Augmented Generation with Long-Context Language Models EMNLP 2025

EduAdapt: A Question Answer Benchmark Dataset for Evaluating Grade-Level Adaptability in LLMs EMNLP 2025

NitiBench: Benchmarking LLM Frameworks on Thai Legal Question Answering Capabilities 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