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

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

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

Decoding on Graphs: Faithful and Sound Reasoning on Knowledge Graphs through Generation of Well-Formed Chains ACL 2025

Pointwise Mutual Information as a Performance Gauge for Retrieval-Augmented Generation NAACL 2025

DTCRS: Dynamic Tree Construction for Recursive Summarization ACL 2025

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

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

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

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

Doc-React: Multi-page Heterogeneous Document Question-answering ACL 2025

iTBLS: A Dataset of Interactive Conversations Over Tabular Information ACL 2025

Unanswerability Evaluation for Retrieval Augmented Generation ACL 2025

Recursive Question Understanding for Complex Question Answering over Heterogeneous Personal Data ACL 2025

LORAXBENCH: A Multitask, Multilingual Benchmark Suite for 20 Indonesian Languages EMNLP 2025

Adaptive Retrieval Without Self-Knowledge? Bringing Uncertainty Back Home ACL 2025

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

Arctic-TILT. Business Document Understanding at Sub-Billion Scale ACL 2025

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

CSTree-SRI: Introspection-Driven Cognitive Semantic Tree for Multi-Turn Question Answering over Extra-Long Contexts ACL 2025

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

DualRAG: A Dual-Process Approach to Integrate Reasoning and Retrieval for Multi-Hop Question Answering ACL 2025

AutoMedEval: Harnessing Language Models for Automatic Medical Capability Evaluation ACL 2025

A Multi-Agent Framework for Mitigating Dialect Biases in Privacy Policy Question-Answering Systems ACL 2025

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

Are the Hidden States Hiding Something? Testing the Limits of Factuality-Encoding Capabilities in LLMs ACL 2025