data augmentation

NLPineers@ NLU of Devanagari Script Languages 2025: Hate Speech Detection using Ensembling of BERT-based models COLING 2025 Novel Demonstration Generation with Gaussian Splatting Enables Robust One-Shot Manipulation RSS 2025 NTA at SemEval-2025 Task 11: Enhanced Multilingual Textual Multi-label Emotion Detection via Integrated Augmentation Learning SemEval 2025 ODDA: An OODA-Driven Diverse Data Augmentation Framework for Low-Resource Relation Extraction ACL 2025 OmniSep: Unified Omni-Modality Sound Separation with Query-Mixup ICLR 2025 On Collaborating Small and Large Models For Few-shot Intent Detection EMNLP 2025 On Enhancing the Performance of Children's ASR Task in Limited Data Scenario Interspeech 2025 On Evaluation Protocols for Data Augmentation in a Limited Data Scenario COLING 2025 On the Importance of Dual-Space Augmentation for Domain Generalized Object Detection WACV 2025 On the Tolerance of Repetition Before Performance Degradation in Kiswahili Automatic Speech Recognition ACL 2025 Open-world Radio Frequency Fingerprint Identification via Augmented Semi-supervised Learning AAAI 2025 Optimizing Cost-Efficiency with LLM-Generated Training Data for Conversational Semantic Frame Analysis NAACL 2025 Optimizing Cross-Client Domain Coverage for Federated Instruction Tuning of Large Language Models EMNLP 2025 Order Doesn’t Matter, But Reasoning Does: Training LLMs with Order-Centric Augmentation EMNLP 2025 Overcoming Data Scarcity in Named Entity Recognition: Synthetic Data Generation with Large Language Models ACL 2025 Overlapping Context with Variable-Length Stride Increases Diversity when Training Large Language Model for Code ACL 2025 Overview of MM-ArgFallacy2025 on Multimodal Argumentative Fallacy Detection and Classification in Political Debates ACL 2025 Overview of the First Workshop on Sign Language Processing (WSLP 2025) AACL 2025 Paired by the Teacher: Turning Unpaired Data into High-Fidelity Pairs for Low-Resource Text Generation EMNLP 2025 Pangram at GenAI Detection Task 3: An Active Learning Approach to Machine-Generated Text Detection COLING 2025 PARSQL: Enhancing Text-to-SQL through SQL Parsing and Reasoning ACL 2025 PATeam at SemEval-2025 Task 10: Two-stage News Analytical Framework: Target-oriented Semantic Segmentation and Sequence Generation LLMs for Cross-Lingual Entity and Narrative Analysis SemEval 2025 PathDiff: Histopathology Image Synthesis with Unpaired Text and Mask Conditions ICCV 2025 Pathology-Aware Speech Encoding and Data Augmentation for Dysarthric Speech Recognition Interspeech 2025 PEER Pressure: Model-to-Model Regularization for Single Source Domain Generalization CVPR 2025