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

ROBOTO2: An Interactive System and Dataset for LLM-assisted Clinical Trial Risk of Bias Assessment EMNLP 2025

SpiritRAG: A Q&A System for Religion and Spirituality in the United Nations Archive EMNLP 2025

AgentMaster: A Multi-Agent Conversational Framework Using A2A and MCP Protocols for Multimodal Information Retrieval and Analysis EMNLP 2025

Marcel: A Lightweight and Open-Source Conversational Agent for University Student Support EMNLP 2025

ConfReady: A RAG based Assistant and Dataset for Conference Checklist Responses EMNLP 2025

Audio Query Handling System with Integrated Expert Models and Contextual Understanding EMNLP 2025

NurseLLM: The First Specialized Language Model for Nursing EMNLP 2025

PrismRAG: Boosting RAG Factuality with Distractor Resilience and Strategized Reasoning EMNLP 2025

MateInfoUB: A Real-World Benchmark for Testing LLMs in Competitive, Multilingual, and Multimodal Educational Tasks ACL 2025

EgoLife: Towards Egocentric Life Assistant CVPR 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

A Zero-Shot Open-Vocabulary Pipeline for Dialogue Understanding NAACL 2025

CORG: Generating Answers from Complex, Interrelated Contexts NAACL 2025

PA-RAG: RAG Alignment via Multi-Perspective Preference Optimization NAACL 2025

Analyzing and Improving Coherence of Large Language Models in Question Answering NAACL 2025

FinEval: A Chinese Financial Domain Knowledge Evaluation Benchmark for Large Language Models NAACL 2025

REFIND at SemEval-2025 Task 3: Retrieval-Augmented Factuality Hallucination Detection in Large Language Models SEMEVAL 2025

Self-DC: When to Reason and When to Act? Self Divide-and-Conquer for Compositional Unknown Questions NAACL 2025

SUNAR: Semantic Uncertainty based Neighborhood Aware Retrieval for Complex QA NAACL 2025

Improving Natural Language Understanding for LLMs via Large-Scale Instruction Synthesis AAAI 2025

Do RAG Systems Cover What Matters? Evaluating and Optimizing Responses with Sub-Question Coverage NAACL 2025

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

Improving Model Evaluation using SMART Filtering of Benchmark Datasets NAACL 2025

UniHGKR: Unified Instruction-aware Heterogeneous Knowledge Retrievers NAACL 2025

Entropy-Based Decoding for Retrieval-Augmented Large Language Models NAACL 2025