collaborators

1 paper

cs.CL2026

A Mechanism and Optimization Study on the Impact of Information Density on User-Generated Content Named Entity Recognition

Jiang Xiaobo, Dinghong Lai, Song Qiu +2

Named Entity Recognition (NER) models trained on clean, high-resource corpora exhibit catastrophic performance collapse when deployed on noisy, sparse User-Generated Content (UGC),…