Automated PII Extraction from Social Media for Raising Privacy Awareness: A Deep Transfer Learning Approach

no code implementations • 11 Nov 2021 • Yizhi Liu, Fang Yu Lin, MohammadReza Ebrahimi, Weifeng Li, Hsinchun Chen

While Information Extraction (IE) techniques can be used to extract the PII automatically, Deep Learning (DL)-based IE models alleviate the need for feature engineering and further improve the efficiency.

Embeddings Evaluation Feature Engineering +1

FFA-IR: Towards an Explainable and Reliable Medical Report Generation Benchmark

1 code implementation • Thirty-fifth Conference on Neural Information Processing Systems Datasets and Benchmarks Track (Round 2) 2021 • Mingjie Li, Wenjia Cai, Rui Liu, Yuetian Weng, Xiaoyun Zhao, Cong Wang, Xin Chen, Zhong Liu, Caineng Pan, Mengke Li, Yizhi Liu, Flora D Salim, Karin Verspoor, Xiaodan Liang, Xiaojun Chang

Researchers have explored advanced methods from computer vision and natural language processing to incorporate medical domain knowledge for the generation of readable medical reports.

Medical Report Generation Text Generation

Optimizing Memory-Access Patterns for Deep Learning Accelerators

no code implementations • 27 Feb 2020 • Hongbin Zheng, Sejong Oh, Huiqing Wang, Preston Briggs, Jiading Gai, Animesh Jain, Yizhi Liu, Rich Heaton, Randy Huang, Yida Wang

Deep learning (DL) workloads are moving towards accelerators for faster processing and lower cost.

Analyzing Periodicity and Saliency for Adult Video Detection

no code implementations • 11 Jan 2019 • Yizhi Liu, Xiaoyan Gu, Lei Huang, Junlin Ouyang, Miao Liao, Liangran Wu

Content-based adult video detection plays an important role in preventing pornography.