data augmentation

Cross-Framework Generalizable Discourse Relation Classification Through Cognitive Dimensions NAACL 2025 CTYUN-AI at SemEval-2025 Task 1: Learning to Rank for Idiomatic Expressions SemEval 2025 CU at BEA 2025 Shared Task: A BERT-Based Cross-Attention Approach for Evaluating Pedagogical Responses in Dialogue ACL 2025 CUET_Novice@DravidianLangTech 2025: A Bi-GRU Approach for Multiclass Political Sentiment Analysis of Tamil Twitter (X) Comments NAACL 2025 DASA-Trans-STM: Adaptive Efficient Transformer for Short Text Matching using Data Augmentation and Semantic Awareness EMNLP 2025 Data-Agnostic Augmentations for Unknown Variations: Out-of-Distribution Generalisation in MRI Segmentation MIDL 2025 Data Augmentation Approaches for Satellite Imagery AAAI 2025 Data Augmentation for Cross-domain Parsing via Lightweight LLM Generation and Tree Hybridization COLING 2025 Data Augmentation for Image Classification using Generative AI WACV 2025 Data Augmentation for Instruction Following Policies via Trajectory Segmentation AAAI 2025 Data Augmentation for Low-resource Neural Machine Translation: A Systematic Analysis IJCNLP 2025 Data Augmentation for Maltese NLP using Transliterated and Machine Translated Arabic Data EMNLP 2025 Data Augmentation for Medical Imaging: Counterfactual Simulation of Acquisition Parameters via Conditional Diffusion Model MIDL 2025 Data Augmentation for Surgical Scene Segmentation with Anatomy-Aware Diffusion Models WACV 2025 Data Augmentation using Speech Synthesis for Speaker-Independent Dysarthria Severity Classification Interspeech 2025 Data-Efficient Hate Speech Detection via Cross-Lingual Nearest Neighbor Retrieval with Limited Labeled Data EMNLP 2025 DataGen: Unified Synthetic Dataset Generation via Large Language Models ICLR 2025 Debiasing by obfuscating with 007-classifiers promotes fairness in multi-community settings COLING 2025 Decoupled Diffusion Sparks Adaptive Scene Generation ICCV 2025 DECT: Harnessing LLM-assisted Fine-Grained Linguistic Knowledge and Label-Switched and Label-Preserved Data Generation for Diagnosis of Alzheimer’s Disease AAAI 2025 DeDisCo at the DISRPT 2025 Shared Task: A System for Discourse Relation Classification EMNLP 2025 Deep at SemEval-2025 Task 11: A Multi-Stage Approach to Emotion Detection SemEval 2025 DeepWell-Adol: A Scalable Expert-Based Dialogue Corpus for Adolescent Positive Mental Health and Wellbeing Promotion EMNLP 2025 Developing a Top-tier Framework in Naturalistic Conditions Challenge for Categorized Emotion Prediction: From Speech Foundation Models and Learning Objective to Data Augmentation and Engineering Choices Interspeech 2025 DFCA: Disentangled Feature Contrastive Learning and Augmentation for Fairer Dermatological Diagnostics IJCAI 2025