New Frontiers of Scientific Text Mining

Author:

Wang Xuan1,Wang Hongwei1,Ji Heng1,Han Jiawei1

Affiliation:

1. University of Illinois at Urbana-Champaign, Champaign, IL, USA

Funder

Defense Advanced Research Projects Agency

NSF (National Science Foundation)

Publisher

ACM

Reference30 articles.

1. Alexis Allot , Qingyu Chen , Sun Kim , Roberto Vera Alvarez , Donald C Comeau, W John Wilbur, and Zhiyong Lu. 2019 . LitSense: making sense of biomedical literature at sentence level. Nucleic acids research (2019). Alexis Allot, Qingyu Chen, Sun Kim, Roberto Vera Alvarez, Donald C Comeau, W John Wilbur, and Zhiyong Lu. 2019. LitSense: making sense of biomedical literature at sentence level. Nucleic acids research (2019).

2. Seyone Chithrananda , Gabe Grand , and Bharath Ramsundar . 2020. ChemBERTa: Large-Scale Self-Supervised Pretraining for Molecular Property Prediction. ArXiv preprint , Vol. abs/ 2010 .09885 ( 2020 ). Seyone Chithrananda, Gabe Grand, and Bharath Ramsundar. 2020. ChemBERTa: Large-Scale Self-Supervised Pretraining for Molecular Property Prediction. ArXiv preprint, Vol. abs/2010.09885 (2020).

3. Benedek Fabian , Thomas Edlich , Héléna Gaspar , Marwin Segler , Joshua Meyers , Marco Fiscato , and Mohamed Ahmed . 2020. Molecular representation learning with language models and domain-relevant auxiliary tasks. arXiv preprint arXiv:2011.13230 ( 2020 ). Benedek Fabian, Thomas Edlich, Héléna Gaspar, Marwin Segler, Joshua Meyers, Marco Fiscato, and Mohamed Ahmed. 2020. Molecular representation learning with language models and domain-relevant auxiliary tasks. arXiv preprint arXiv:2011.13230 (2020).

4. Jiayuan He , Dat Quoc Nguyen , Saber A Akhondi, Christian Druckenbrodt, Camilo Thorne, Ralph Hoessel, Zubair Afzal, Zenan Zhai, Biaoyan Fang, Hiyori Yoshikawa, et almbox. 2020 . Overview of ChEMU 2020: named entity recognition and event extraction of chemical reactions from patents. In CLEF. Springer , 237--254. Jiayuan He, Dat Quoc Nguyen, Saber A Akhondi, Christian Druckenbrodt, Camilo Thorne, Ralph Hoessel, Zubair Afzal, Zenan Zhai, Biaoyan Fang, Hiyori Yoshikawa, et almbox. 2020. Overview of ChEMU 2020: named entity recognition and event extraction of chemical reactions from patents. In CLEF. Springer, 237--254.

5. Mol2vec: Unsupervised Machine Learning Approach with Chemical Intuition

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