dataset construction

From Sparse to Sense-Grounded: Wikipedia Training for Ukrainian Visual-WSD CoNLL 2026 Long-Tail Internet Photo Reconstruction CVPR 2026 ArabicWeb-Edu: Educational Quality Data for Arabic LLM Training EMNLP 2025 A Reality Check on Context Utilisation for Retrieval-Augmented Generation ACL 2025 Cocktail-Party Audio-Visual Speech Recognition Interspeech 2025 CoreEval: Automatically Building Contamination-Resilient Datasets with Real-World Knowledge toward Reliable LLM Evaluation ACL 2025 DaCoM: Strategies to Construct Domain-specific Low-resource Language Machine Translation Dataset COLING 2025 DropletVideo: A Dataset and Approach to Explore Integral Spatio-Temporal Consistent Video Generation ICCV 2025 Evaluating Model Perception of Color Illusions in Photorealistic Scenes CVPR 2025 FEAT: A Preference Feedback Dataset through a Cost-Effective Auto-Generation and Labeling Framework for English AI Tutoring ACL 2025 Global Eye: Breaking the “Fixed Thinking Pattern” during the Instruction Expansion Process ACL 2025 Instruction-based Image Manipulation by Watching How Things Move CVPR 2025 LoCt-Instruct: An Automatic Pipeline for Constructing Datasets of Logical Continuous Instructions EMNLP 2025 M^3EL: A Multi-task Multi-topic Dataset for Multi-modal Entity Linking AAAI 2025 MM-CamObj: A Comprehensive Multimodal Dataset for Camouflaged Object Scenarios AAAI 2025 Quest2DataAgent: Automating End-to-End Scientific Data Collection EMNLP 2025 Recontextualizing Revitalization: A Mixed Media Approach to Reviving the Nüshu Language EMNLP 2025 Scalable and Culturally Specific Stereotype Dataset Construction via Human-LLM Collaboration EMNLP 2025 Self-adaptive Dataset Construction for Real-World Multimodal Safety Scenarios EMNLP 2025 Semiotic-Based Construction of a Large Emotional Image Dataset with Neutral Samples WACV 2025 Speaker Identification and Dataset Construction Using LLMs: A Case Study on Japanese Narratives NAACL 2025 Synthetic Data in the Era of Large Language Models ACL 2025 Tackling Social Bias against the Poor: a Dataset and a Taxonomy on Aporophobia NAACL 2025 UnifiedVisual: A Framework for Constructing Unified Vision-Language Datasets EMNLP 2025 VisualWebInstruct: Scaling up Multimodal Instruction Data through Web Search EMNLP 2025