@inproceedings{medic-snajder-2020-improved,
title = "Improved Local Citation Recommendation Based on Context Enhanced with Global Information",
author = "Medi{\'c}, Zoran and
Snajder, Jan",
editor = "Chandrasekaran, Muthu Kumar and
de Waard, Anita and
Feigenblat, Guy and
Freitag, Dayne and
Ghosal, Tirthankar and
Hovy, Eduard and
Knoth, Petr and
Konopnicki, David and
Mayr, Philipp and
Patton, Robert M. and
Shmueli-Scheuer, Michal",
booktitle = "Proceedings of the First Workshop on Scholarly Document Processing",
month = nov,
year = "2020",
address = "Online",
publisher = "Association for Computational Linguistics",
url = "https://aclanthology.org/2020.sdp-1.11",
doi = "10.18653/v1/2020.sdp-1.11",
pages = "97--103",
abstract = "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.",
}
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<abstract>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.</abstract>
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%0 Conference Proceedings
%T Improved Local Citation Recommendation Based on Context Enhanced with Global Information
%A Medić, Zoran
%A Snajder, Jan
%Y Chandrasekaran, Muthu Kumar
%Y de Waard, Anita
%Y Feigenblat, Guy
%Y Freitag, Dayne
%Y Ghosal, Tirthankar
%Y Hovy, Eduard
%Y Knoth, Petr
%Y Konopnicki, David
%Y Mayr, Philipp
%Y Patton, Robert M.
%Y Shmueli-Scheuer, Michal
%S Proceedings of the First Workshop on Scholarly Document Processing
%D 2020
%8 November
%I Association for Computational Linguistics
%C Online
%F medic-snajder-2020-improved
%X 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.
%R 10.18653/v1/2020.sdp-1.11
%U https://aclanthology.org/2020.sdp-1.11
%U https://doi.org/10.18653/v1/2020.sdp-1.11
%P 97-103
Markdown (Informal)
[Improved Local Citation Recommendation Based on Context Enhanced with Global Information](https://aclanthology.org/2020.sdp-1.11) (Medić & Snajder, sdp 2020)
ACL