NER.md

Named Entity Recognition

• Datasets
• Survey Papers
• Journal and Conference Papers
  • Sentence-Level RE Methods

Datasets

• Chinese Datasets
  1. 微博实体识别 [link]
  2. boson数据集 [link]
  3. 人民日报数据集 [link]
  4. MSRA数据集 [link]
  5. SIGHAN Bakeoff 2005 [link]
• English Datasets
• Other Languages

Sentence-Level Datasets

Survey papers

General Area

1. A Survey on Deep Learning for Named Entity Recognition. Jing Li, Aixin Sun, Jianglei Han, Chenliang Li. Arxiv Preprint 2018.

2. A Survey on Recent Advances in Named Entity Recognition from Deep Learning models. Vikas Yadav, Steven Bethard. COLING 2018.

3. Recent Progress of Named Entity Recognition over the Most Popular Datasets. Mohammed Albared; Marc Gallofré Ocaña; Abdullah Ghareb; Tareq Al-Moslmi. IEEE 2019.

4. A Study of Recent Contributions on Information Extraction. Parisa Naderi Golshan, HosseinAli Rahmani Dashti, Shahrzad Azizi, Leila Safari. Arxiv Preprint 2020.

5. A Survey on Recent Advances in Sequence Labeling from Deep Learning Models. Zhiyong He, Zanbo Wang, Wei Wei, Shanshan Feng, Xianling Mao, Sheng Jiang. Arxiv Preprint 2020.

Medical Area

1. Biomedical named entity recognition and linking datasets: survey and our recent development. Ming-Siang Huang, Po-Ting Lai, Pei-Yen Lin, Yu-Ting You, Richard Tzong-Han Tsai, Wen-Lian Hsu. Bioinformatics 2020.

2. Medical Information Extraction in the Age of Deep Learning. Udo Hahn and Michel Oleynik. Yearbook of Medical Informatics 2020.

Journal and Conference Papers

Sentence-Level RE Methods