Improved Local Citation Recommendation Based on Context Enhanced with Global Information (CROSBI ID 699645)
Prilog sa skupa u zborniku | izvorni znanstveni rad | međunarodna recenzija
Podaci o odgovornosti
Medić, Zoran ; Šnajder, Jan
engleski
Improved Local Citation Recommendation Based on Context Enhanced with Global Information
Local citation recommendation aims at finding articles relevant for given citation context. While most previous approaches represent context using solely text surrounding the citation, we propose enhancing context representation with global information. Specifically, we include citing article’s title and abstract into context representation. We evaluate our model on datasets with different citation context sizes and demonstrate improvements with globally-enhanced context representations when citation contexts are smaller.
natural language processing ; deep learning ; citation recommendation
nije evidentirano
nije evidentirano
nije evidentirano
nije evidentirano
nije evidentirano
nije evidentirano
Podaci o prilogu
97-103.
2020.
objavljeno
10.18653/v1/2020.sdp-1.11
Podaci o matičnoj publikaciji
Proceedings of the First Workshop on Scholarly Document Processing
Podaci o skupu
First Workshop on Scholarly Document Processing
predavanje
19.11.2020-19.11.2020
online