Search Results for author: Yukai Miao

Found 3 papers, 2 papers with code

BClean: A Bayesian Data Cleaning System

1 code implementation11 Nov 2023 Jianbin Qin, Sifan Huang, Yaoshu Wang, Jing Zhu, Yifan Zhang, Yukai Miao, Rui Mao, Makoto Onizuka, Chuan Xiao

By evaluating on both real-world and synthetic datasets, we demonstrate that BClean is capable of achieving an F-measure of up to 0. 9 in data cleaning, outperforming existing Bayesian methods by 2% and other data cleaning methods by 15%.

Bayesian Inference graph partitioning

A Recurrent Model for Collective Entity Linking with Adaptive Features

1 code implementation AAAI 2020 Xiaoling Zhou, Yukai Miao, Wei Wang, Jianbin Qin

Traditional machine learning based methods for NED were outperformed and made obsolete by the state-of-the-art deep learning based models.

Entity Disambiguation Entity Linking +1

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