Are Data Augmentation Methods in Named Entity Recognition Applicable for Uncertainty Estimation?by Wataru Hashimoto, Hidetaka…
Counterfactual Data Augmentation with Denoising Diffusion for Graph Anomaly Detectionby Chunjing Xiao, Shikang Pang, Xovee…
Evaluating the Role of Data Enrichment Approaches Towards Rare Event Analysis in Manufacturingby Chathurangi Shyalika,…
Improving Trip Mode Choice Modeling Using Ensemble Synthesizer (ENSY)by Amirhossein Parsi, Melina Jafari, Sina Sabzekar,…
Analyzing Persuasive Strategies in Meme Texts: A Fusion of Language Models with Paraphrase Enrichmentby Kota…
Multi-Epoch learning with Data Augmentation for Deep Click-Through Rate Predictionby Zhongxiang Fan, Zhaocheng Liu, Jian…
Gloss2Text: Sign Language Gloss translation using LLMs and Semantically Aware Label Smoothingby Pooya Fayyazsanavi, Antonios…
Multi-Species Object Detection in Drone Imagery for Population Monitoring of Endangered Animalsby Sowmya SankaranFirst submitted…
Zero-shot domain adaptation based on dual-level mix and contrastby Yu Zhe, Jun SakumaFirst submitted to…
RouteLLM: Learning to Route LLMs with Preference Databy Isaac Ong, Amjad Almahairi, Vincent Wu, Wei-Lin…