2 citations · 2 across the 5 of their papers we have counts for
5 papers
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),…
Understanding the Mechanisms Behind Structural Influences on Link Prediction: A Case Study on FB15k-237
Xiaobo Jiang, Yadong Deng
FB15k-237 mitigates the data leakage issue by excluding inverse and symmetric relationship triples, however, this has led to substantial performance degradation and slow improvemen…
A Mechanistic Study on the Impact of Entity Degree Distribution in Open-World Link Prediction
Jiang Xiaobo, Yongru Chen
Open-world link prediction supports the knowledge representation and link prediction of new entities, enhancing the practical value of knowledge graphs in real-world applications.…
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…
Virtual Web Based Personalized PageRank Updating
Bo Song, Xiaobo Jiang, Xinhua Zhuang
Growing popularity of social networks demands a highly efficient Personalized PageRank (PPR) updating due to the fast-evolving web graphs of enormous size. While current researches…