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

Automated Generation of Challenging Multiple-Choice Questions for Vision Language Model Evaluation CVPR 2025

Avoiding Knowledge Edit Skipping in Multi-hop Question Answering with Guided Decomposition EMNLP 2025

DoubleDipper: Recycling Contexts for Efficient and Attributed In-Context Learning IJCNLP 2025

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

TRANSIENTTABLES: Evaluating LLMs’ Reasoning on Temporally Evolving Semi-structured Tables NAACL 2025

Graph Neural Network Enhanced Retrieval for Question Answering of Large Language Models NAACL 2025

DrawEduMath: Evaluating Vision Language Models with Expert-Annotated Students’ Hand-Drawn Math Images NAACL 2025

THREAD: Thinking Deeper with Recursive Spawning NAACL 2025

CORG: Generating Answers from Complex, Interrelated Contexts NAACL 2025

Knowledge Graph-Guided Retrieval Augmented Generation NAACL 2025

Dynamic Uncertainty Ranking: Enhancing Retrieval-Augmented In-Context Learning for Long-Tail Knowledge in LLMs NAACL 2025

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

Self-Ensemble: Mitigating Confidence Distortion for Large Language Models EMNLP 2025

SimRAG: Self-Improving Retrieval-Augmented Generation for Adapting Large Language Models to Specialized Domains NAACL 2025

AdaCAD: Adaptively Decoding to Balance Conflicts between Contextual and Parametric Knowledge NAACL 2025

Reverse Question Answering: Can an LLM Write a Question so Hard (or Bad) that it Can’t Answer? NAACL 2025

Context-Efficient Retrieval with Factual Decomposition NAACL 2025

COGUMELO at SemEval-2025 Task 3: A Synthetic Approach to Detecting Hallucinations in Language Models based on Named Entity Recognition ACL 2025

FiDeLiS: Faithful Reasoning in Large Language Models for Knowledge Graph Question Answering ACL 2025

ScottyPoseidon at SemEval-2025 Task 8: LLM-Driven Code Generation for Zero-Shot Question Answering on Tabular Data ACL 2025

QAEncoder: Towards Aligned Representation Learning in Question Answering Systems ACL 2025

MINDS at SemEval-2025 Task 8: Question Answering Over Tabular Data via Large Language Model-generated SQL Queries ACL 2025

OkraLong: A Flexible Retrieval-Augmented Framework for Long-Text Question Answering EMNLP 2025

Aestar at SemEval-2025 Task 8: Agentic LLMs for Question Answering over Tabular Data ACL 2025

NeoQA: Evidence-based Question Answering with Generated News Events ACL 2025