Cited text span identification for scientific summarisation using pre-trained encoders

« We present our approach for the identification of cited text spans in scientific literature, using pre-trained encoders (BERT) in combination with different neural networks. We further experiment to assess the impact of using these cited text spans as input in BERT-based extractive summarisation methods. (…) »

Source > link.springer.com, Zerva, C., Nghiem, M., Nguyen, N.T.H. et al. Cited text span identification for scientific summarisation using pre-trained encoders. Scientometrics (2020). https://doi.org/10.1007/s11192-020-03455-z