A Mechanism and Optimization Study on the Impact of Information Density on User-Generated Content Named Entity Recognition
arXiv:2604.18944v1 Announce Type: new
Abstract: Named Entity Recognition (NER) models trained on clean, high-resource corpora exhibit catastrophic performance collapse when deployed on noisy, sparse User-Generated Content (UGC), such as social media. …