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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),…
cs.CL2021★ 2 cited
A New Entity Extraction Method Based on Machine Reading Comprehension
Xiaobo Jiang, Kun He, Jiajun He +1
Entity extraction is a key technology for obtaining information from massive texts in natural language processing. The further interaction between them does not meet the standards…