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

Time-MQA: Time Series Multi-Task Question Answering with Context Enhancement ACL 2025

RAP: A Metric for Balancing Repetition and Performance in Open-Source Large Language Models NAACL 2025

Position IDs Matter: An Enhanced Position Layout for Efficient Context Compression in Large Language Models EMNLP 2025

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

Verify with Caution: The Pitfalls of Relying on Imperfect Factuality Metrics ACL 2025

IrokoBench: A New Benchmark for African Languages in the Age of Large Language Models NAACL 2025

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

CORRECT: Context- and Reference-Augmented Reasoning and Prompting for Fact-Checking NAACL 2025

Do Language Models Mirror Human Confidence? Exploring Psychological Insights to Address Overconfidence in LLMs ACL 2025

Beyond End-to-End VLMs: Leveraging Intermediate Text Representations for Superior Flowchart Understanding NAACL 2025

LyS at SemEval 2025 Task 8: Zero-Shot Code Generation for Tabular QA ACL 2025

Benchmarking Large Language Models on Answering and Explaining Challenging Medical Questions NAACL 2025

ITUNLP at SemEval-2025 Task 8: Question-Answering over Tabular Data: A Zero-Shot Approach using LLM-Driven Code Generation ACL 2025

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

Overview of the SciHal25 Shared Task on Hallucination Detection for Scientific Content ACL 2025

Does RAG Introduce Unfairness in LLMs? Evaluating Fairness in Retrieval-Augmented Generation Systems COLING 2025

MAIN-RAG: Multi-Agent Filtering Retrieval-Augmented Generation ACL 2025

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

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

SCITAT: A Question Answering Benchmark for Scientific Tables and Text Covering Diverse Reasoning Types ACL 2025

Inter-Passage Verification for Multi-evidence Multi-answer QA ACL 2025

Unanswerability Evaluation for Retrieval Augmented Generation ACL 2025

Beyond Completion: A Foundation Model for General Knowledge Graph Reasoning ACL 2025

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

Exploration Lab IITK at SemEval-2025 Task 8: Multi-LLM Agent QA over Tabular Data SEMEVAL 2025