Enhancing Lesion Segmentation in PET/CT Imaging with Deep Learning and Advanced Data Preprocessing Techniquesby Jiayi…
Keyword-Aware ASR Error Augmentation for Robust Dialogue State Trackingby Jihyun Lee, Solee Im, Wonjun Lee,…
AD-Net: Attention-based dilated convolutional residual network with guided decoder for robust skin lesion segmentationby Asim…
EdaCSC: Two Easy Data Augmentation Methods for Chinese Spelling Correctionby Lei Sheng, Shuai-Shuai XuFirst submitted…
Towards Building a Robust Knowledge Intensive Question Answering Model with Large Language Modelsby Xingyun Hong,…
Untie the Knots: An Efficient Data Augmentation Strategy for Long-Context Pre-Training in Language Modelsby Junfeng…
An Effective Deployment of Diffusion LM for Data Augmentation in Low-Resource Sentiment Classificationby Zhuowei Chen,…
MEDSAGE: Enhancing Robustness of Medical Dialogue Summarization to ASR Errors with LLM-generated Synthetic Dialoguesby Kuluhan…
DIAGen: Diverse Image Augmentation with Generative Modelsby Tobias Lingenberg, Markus Reuter, Gopika Sudhakaran, Dominik Gojny,…
GenderCARE: A Comprehensive Framework for Assessing and Reducing Gender Bias in Large Language Modelsby Kunsheng…