If you use this work, please cite the following references (accepted but pending publication):
@article{DBLP:journals/jifs/GonzalezSGSH20,
author = {Jos{\'{e}}{-}{\'{A}}ngel Gonz{\'{a}}lez and
Encarna Segarra and
Fernando Garc{\'{\i}}a{-}Granada and
Emilio Sanchis and
Llu{\'{\i}}s{-}F. Hurtado},
title = {Extractive summarization using siamese hierarchical transformer encoders},
journal = {J. Intell. Fuzzy Syst.},
volume = {39},
number = {2},
pages = {2409--2419},
year = {2020},
url = {https://doi.org/10.3233/JIFS-179901},
doi = {10.3233/JIFS-179901},
timestamp = {Thu, 10 Sep 2020 16:38:01 +0200},
biburl = {https://dblp.org/rec/journals/jifs/GonzalezSGSH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
Hierarchical Transformers for Extractive Text Summarization
Sentence Encoder Layer 1 Self Attentions
Sentence Encoder Layer 2 Self Attentions
Sentence Encoder Layer 2 Avg Self Attentions
Sentence Encoder Layer 2 Avg Self Attentions Sum for Sentences (Final sentence relevance)