1. Construction of the Literature Graph in Semantic Scholar
2. Kimitaka Asatani , Junichiro Mori , Masanao Ochi , and Ichiro Sakata . 2018. Detecting trends in academic research from a citation network using network representation learning. PloS one 5 ( 2018 ). Kimitaka Asatani, Junichiro Mori, Masanao Ochi, and Ichiro Sakata. 2018. Detecting trends in academic research from a citation network using network representation learning. PloS one 5 (2018).
3. Alexandra Bannach-Brown , Piotr Przyby?a, James Thomas , Andrew SC Rice , Sophia Ananiadou, Jing Liao, and Malcolm Robert Macleod. 2019 . Machine learning algorithms for systematic review: reducing workload in a preclinical review of animal studies and reducing human screening error. Systematic reviews 1 (2019). Alexandra Bannach-Brown, Piotr Przyby?a, James Thomas, Andrew SC Rice, Sophia Ananiadou, Jing Liao, and Malcolm Robert Macleod. 2019. Machine learning algorithms for systematic review: reducing workload in a preclinical review of animal studies and reducing human screening error. Systematic reviews 1 (2019).
4. Peter W Battaglia Jessica B Hamrick Victor Bapst Alvaro Sanchez-Gonzalez Vinicius Zambaldi Mateusz Malinowski Andrea Tacchetti David Raposo Adam Santoro Ryan Faulkner etal 2018. Relational inductive biases deep learning and graph networks. ArXiv preprint (2018). Peter W Battaglia Jessica B Hamrick Victor Bapst Alvaro Sanchez-Gonzalez Vinicius Zambaldi Mateusz Malinowski Andrea Tacchetti David Raposo Adam Santoro Ryan Faulkner et al. 2018. Relational inductive biases deep learning and graph networks. ArXiv preprint (2018).
5. SciBERT: A Pretrained Language Model for Scientific Text