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

Micro-Act: Mitigate Knowledge Conflict in Question Answering via Actionable Self-Reasoning ACL 2025

Single LLM, Multiple Roles: A Unified Retrieval-Augmented Generation Framework Using Role-Specific Token Optimization EMNLP 2025

REGULAR: A Framework for Relation-Guided Multi-Span Question Generation IJCNLP 2025

LightPROF: A Lightweight Reasoning Framework for Large Language Model on Knowledge Graph AAAI 2025

Generate but Verify: Answering with Faithfulness in RAG-based Question Answering IJCNLP 2025

Chinese SimpleQA: A Chinese Factuality Evaluation for Large Language Models ACL 2025

Social Bias in Popular Question-Answering Benchmarks IJCNLP 2025

YNU-HPCC at SemEval-2025 Task 8: Enhancing Question-Answering over Tabular Data with TableGPT2 SEMEVAL 2025

KERLQA: Knowledge-Enhanced Reinforcement Learning for Question Answering in Low-resource Languages IJCNLP 2025

LRMGS: A Language-Robust Metric for Evaluating Question Answering in Very Low-Resource Indic Languages IJCNLP 2025

Evaluating Visual and Cultural Interpretation: The K-Viscuit Benchmark with Human-VLM Collaboration ACL 2025

TableRAG: A Retrieval Augmented Generation Framework for Heterogeneous Document Reasoning EMNLP 2025

SeaKR: Self-aware Knowledge Retrieval for Adaptive Retrieval Augmented Generation ACL 2025

Reasoning Enhanced Missing Knowledge Retrieval Augmented Generation Framework for Domain Specific Question Answering IJCNLP 2025

Entity Quality Enhancement in Knowledge Graphs through LLM-based Question Answering COLING 2025

CLEV: LLM-Based Evaluation Through Lightweight Efficient Voting for Free-Form Question-Answering IJCNLP 2025

Crossing Language Boundaries: Evaluation of Large Language Models on Urdu-English Question Answering COLING 2025

SpeechIQ: Speech-Agentic Intelligence Quotient Across Cognitive Levels in Voice Understanding by Large Language Models ACL 2025

CaLQuest.PT: Towards the Collection and Evaluation of Natural Causal Ladder Questions in Portuguese for AI Agents COLING 2025

QualBench: Benchmarking Chinese LLMs with Localized Professional Qualifications for Vertical Domain Evaluation EMNLP 2025

Shared Task RIRAG-2025: Regulatory Information Retrieval and Answer Generation COLING 2025

Digest the Knowledge: Large Language Models empowered Message Passing for Knowledge Graph Question Answering ACL 2025

A Two-Stage LLM System for Enhanced Regulatory Information Retrieval and Answer Generation COLING 2025

RTQA : Recursive Thinking for Complex Temporal Knowledge Graph Question Answering with Large Language Models 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