Pregled bibliografske jedinice broj: 1109804
Improved Local Citation Recommendation Based on Context Enhanced with Global Information
Improved Local Citation Recommendation Based on Context Enhanced with Global Information // Proceedings of the First Workshop on Scholarly Document Processing
online, 2020. str. 97-103 doi:10.18653/v1/2020.sdp-1.11 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)
CROSBI ID: 1109804 Za ispravke kontaktirajte CROSBI podršku putem web obrasca
Naslov
Improved Local Citation Recommendation Based on
Context Enhanced with Global Information
Autori
Medić, Zoran ; Šnajder, Jan
Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni
Izvornik
Proceedings of the First Workshop on Scholarly Document Processing
/ - , 2020, 97-103
Skup
First Workshop on Scholarly Document Processing
Mjesto i datum
Online, 19.11.2020
Vrsta sudjelovanja
Predavanje
Vrsta recenzije
Međunarodna recenzija
Ključne riječi
natural language processing ; deep learning ; citation recommendation
Sažetak
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.
Izvorni jezik
Engleski
Znanstvena područja
Računarstvo
POVEZANOST RADA
Ustanove:
Fakultet elektrotehnike i računarstva, Zagreb
