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

QUARTZ: QA-based Unsupervised Abstractive Refinement for Task-oriented Dialogue Summarization EMNLP 2025

Can Multimodal Foundation Models Understand Schematic Diagrams? An Empirical Study on Information-Seeking QA over Scientific Papers ACL 2025

OkraLong: A Flexible Retrieval-Augmented Framework for Long-Text Question Answering EMNLP 2025

FoodSafeSum: Enabling Natural Language Processing Applications for Food Safety Document Summarization and Analysis EMNLP 2025

Ko-LongRAG: A Korean Long-Context RAG Benchmark Built with a Retrieval-Free Approach EMNLP 2025

GeAR: Graph-enhanced Agent for Retrieval-augmented Generation ACL 2025

MLaKE: Multilingual Knowledge Editing Benchmark for Large Language Models COLING 2025

LiteraryQA: Towards Effective Evaluation of Long-document Narrative QA EMNLP 2025

TIDES: Technical Information Discovery and Extraction System EMNLP 2025

Evaluating Robustness of LLMs to Typographical Noise in Yorùbá QA ACL 2025

Neuro-symbolic Training for Reasoning over Spatial Language NAACL 2025

SQUARE: Unsupervised Retrieval Adaptation via Synthetic Data EMNLP 2025

STARQA: A Question Answering Dataset for Complex Analytical Reasoning over Structured Databases EMNLP 2025

ArgHiTZ at ArchEHR-QA 2025: A Two-Step Divide and Conquer Approach to Patient Question Answering for Top Factuality ACL 2025

LATTE: Learning to Think with Vision Specialists EMNLP 2025

Investigating the Factual Knowledge Boundary of Large Language Models with Retrieval Augmentation COLING 2025

CALM: Unleashing the Cross-Lingual Self-Aligning Ability of Language Model Question Answering NAACL 2025

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

Confidence-guided Refinement Reasoning for Zero-shot Question Answering EMNLP 2025

PAKTON: A Multi-Agent Framework for Question Answering in Long Legal Agreements EMNLP 2025

Will It Still Be True Tomorrow? Multilingual Evergreen Question Classification to Improve Trustworthy QA EMNLP 2025

The Essence of Contextual Understanding in Theory of Mind: A Study on Question Answering with Story Characters ACL 2025

RPDR: A Round-trip Prediction-Based Data Augmentation Framework for Long-Tail Question Answering EMNLP 2025

D-RAG: Differentiable Retrieval-Augmented Generation for Knowledge Graph Question Answering 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