Youcef Nafa

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 11

Top Topics

Weakly Supervised

Temporal Reasoning

Entity Resolution

Top Venues

Knowl. Based Syst.

IEEE Trans. Knowl. Data Eng.

ACL/IJCNLP (Findings)

Publications

Youcef Nafa, Qun Chen, Boyi Hou, Zhanhuai Li
Adaptive deep learning for entity disambiguation via knowledge-based risk analysis. Expert Syst. Appl. 238 (Part F) (2024)
Qun Chen, Zhaoqiang Chen, Youcef Nafa, Tianyi Duan, Wei Pan, Lijun Zhang, Zhanhuai Li
Adaptive deep learning for entity resolution by risk analysis. Knowl. Based Syst. 260 (2023)
Youcef Nafa, Qun Chen, Zhaoqiang Chen, Xingyu Lu, Haiyang He, Tianyi Duan, Zhanhuai Li
Active deep learning on entity resolution by risk sampling. Knowl. Based Syst. 236 (2022)
Boyi Hou, Qun Chen, Yanyan Wang, Youcef Nafa, Zhanhuai Li
Gradual Machine Learning for Entity Resolution. IEEE Trans. Knowl. Data Eng. 34 (4) (2022)
Murtadha H. M. Ahmed, Qun Chen, Yanyan Wang, Youcef Nafa, Zhanhuai Li, Tianyi Duan
DNN-driven Gradual Machine Learning for Aspect-term Sentiment Analysis. ACL/IJCNLP (Findings) (2021)
Youcef Nafa, Qun Chen, Zhaoqiang Chen, Xingyu Lu, Haiyang He, Tianyi Duan, Zhanhuai Li
Active Deep Learning on Entity Resolution by Risk Sampling. CoRR (2020)
Boyi Hou, Qun Chen, Zhaoqiang Chen, Youcef Nafa, Zhanhuai Li
r-HUMO: A Risk-Aware Human-Machine Cooperation Framework for Entity Resolution with Quality Guarantees. IEEE Trans. Knowl. Data Eng. 32 (2) (2020)
Qun Chen, Zhaoqiang Chen, Youcef Nafa, Tianyi Duan, Zhanhuai Li
Risk-based Adaptive Deep Learning for Entity Resolution. CoRR (2020)
Zhaoqiang Chen, Qun Chen, Fengfeng Fan, Yanyan Wang, Zhuo Wang, Youcef Nafa, Zhanhuai Li, Hailong Liu, Wei Pan
Enabling Quality Control for Entity Resolution: A Human and Machine Cooperation Framework. ICDE (2018)
Boyi Hou, Youcef Nafa
Enabling Temporal Reasoning for Fact Statements: A Web-Based Approach. DASFAA Workshops (2018)
Boyi Hou, Qun Chen, Zhaoqiang Chen, Youcef Nafa, Zhanhuai Li
i-HUMO: An Interactive Human and Machine Cooperation Framework for Entity Resolution with Quality Guarantees. CoRR (2018)