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

Audit-FT at the Regulations Challenge Task: An Open-Source Large Language Model for Audit COLING 2025

DSPNet: Dual-vision Scene Perception for Robust 3D Question Answering CVPR 2025

CSIRO LT at SemEval-2025 Task 8: Answering Questions over Tabular Data using LLMs SEMEVAL 2025

Efficient Motion-Aware Video MLLM CVPR 2025

GNN-RAG: Graph Neural Retrieval for Efficient Large Language Model Reasoning on Knowledge Graphs ACL 2025

TabaQA at SemEval-2025 Task 8: Column Augmented Generation for Question Answering over Tabular Data SEMEVAL 2025

Beyond Prompting: An Efficient Embedding Framework for Open-Domain Question Answering ACL 2025

Challenges for AI in Multimodal STEM Assessments: a Human-AI Comparison ACL 2025

DynRank: Improve Passage Retrieval with Dynamic Zero-Shot Prompting Based on Question Classification COLING 2025

HELIOS: Harmonizing Early Fusion, Late Fusion, and LLM Reasoning for Multi-Granular Table-Text Retrieval ACL 2025

All That Glitters is Not Gold: Improving Robust Retrieval-Augmented Language Models with Fact-Centric Preference Alignment ACL 2025

BioHopR: A Benchmark for Multi-Hop, Multi-Answer Reasoning in Biomedical Domain ACL 2025

ECoRAG: Evidentiality-guided Compression for Long Context RAG ACL 2025

Overview of the ArchEHR-QA 2025 Shared Task on Grounded Question Answering from Electronic Health Records ACL 2025

KR Labs at ArchEHR-QA 2025: A Verbatim Approach for Evidence-Based Question Answering ACL 2025

Chain-of-Probe: Examining the Necessity and Accuracy of CoT Step-by-Step NAACL 2025

AdsQA: Towards Advertisement Video Understanding ICCV 2025

DKITNLP at ArchEHR-QA 2025: A Retrieval Augmented LLM Pipeline for Evidence-Based Patient Question Answering ACL 2025

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

WiCkeD: A Simple Method to Make Multiple Choice Benchmarks More Challenging ACL 2025

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

DCMKC: A Dual Consistency Matching Approach for Multi-hop Question Answering in LLMs EMNLP 2025

Typed-RAG: Type-Aware Decomposition of Non-Factoid Questions for Retrieval-Augmented Generation ACL 2025

Towards Better Chain-of-Thought: A Reflection on Effectiveness and Faithfulness ACL 2025

Ai2 Scholar QA: Organized Literature Synthesis with Attribution ACL 2025