2 citations · 2 across the 2 of their papers we have counts for
3 papers
cs.CL2023★ 2 cited
NER-to-MRC: Named-Entity Recognition Completely Solving as Machine Reading Comprehension
Yuxiang Zhang, Junjie Wang, Xinyu Zhu +2
Named-entity recognition (NER) detects texts with predefined semantic labels and is an essential building block for natural language processing (NLP). Notably, recent NER research…
cs.LG2021
Topological Measurement of Deep Neural Networks Using Persistent Homology
Satoru Watanabe, Hayato Yamana
The inner representation of deep neural networks (DNNs) is indecipherable, which makes it difficult to tune DNN models, control their training process, and interpret their outputs.…
cs.LG2020
Highly Accurate CNN Inference Using Approximate Activation Functions over Homomorphic Encryption
Takumi Ishiyama, Takuya Suzuki, Hayato Yamana
In the big data era, cloud-based machine learning as a service (MLaaS) has attracted considerable attention. However, when handling sensitive data, such as financial and medical da…