data augmentation

Exploring Quality and Diversity in Synthetic Data Generation for Argument Mining EMNLP 2025 FANNO: Augmenting High-Quality Instruction Data with Open-Sourced LLMs Only ACL 2025 Faster Annotation for Elevation-Guided Flood Extent Mapping by Consistency-Enhanced Active Learning IJCAI 2025 Fast, Not Fancy: Rethinking G2P with Rich Data and Statistical Models EMNLP 2025 FEAT: A Preference Feedback Dataset through a Cost-Effective Auto-Generation and Labeling Framework for English AI Tutoring ACL 2025 FFSTC 2: Extending the Fongbe to French Speech Translation Corpus ACL 2025 FiNE: Filtering and Improving Noisy Data Elaborately with Large Language Models NAACL 2025 Fine-tuning Parakeet-TDT for Dysarthric Speech Recognition in the Speech Accessibility Project Challenge Interspeech 2025 FlexDoc: Parameterized Sampling for Diverse Multilingual Synthetic Documents for Training Document Understanding Models EMNLP 2025 Follow the Beaten Path: The Role of Route Patterns on Vision-Language Navigation Agents Generalization Abilities NAACL 2025 For Better or For Worse? Learning Minimum Variance Features With Label Augmentation ICLR 2025 From Noise to Clarity: Filtering Real and LLM-Generated Samples for Enhanced Intent Detection EMNLP 2025 From Real to Synthetic: Synthesizing Millions of Diversified and Complicated User Instructions with Attributed Grounding ACL 2025 From Tens of Hours to Tens of Thousands: Scaling Back-Translation for Speech Recognition EMNLP 2025 FT-Boosted SV: Towards Noise Robust Speaker Verification for English Speaking Classroom Environments Interspeech 2025 FunghiFunghi at SemEval-2025 Task 3: Mu-SHROOM, the Multilingual Shared-task on Hallucinations and Related Observable Overgeneration Mistakes SemEval 2025 FuzzAug: Data Augmentation by Coverage-guided Fuzzing for Neural Test Generation EMNLP 2025 GANDALF: Generative AttentioN based Data Augmentation and predictive modeLing Framework for personalized cancer treatment ICLR 2025 GASE: Generatively Augmented Sentence Encoding EMNLP 2025 GAUDA: Generative Adaptive Uncertainty-Guided Diffusion-Based Augmentation for Surgical Segmentation WACV 2025 GAVEL: Generative Attribute-Value Extraction Using LLMs on LLM-Augmented Datasets NAACL 2025 GenDataAgent: On-the-fly Dataset Augmentation with Synthetic Data ICLR 2025 Gender Swapping as a Data Augmentation Technique: Developing Gender-Balanced Datasets for Ukrainian Language Processing ACL 2025 Generate First, Then Sample: Enhancing Fake News Detection with LLM-Augmented Reinforced Sampling ACL 2025 Generate or Re-Weight? A Mutual-Guidance Method for Class-Imbalanced Graphs IJCAI 2025