Improved Local Citation Recommendation Based on Context Enhanced with Global Information

Zoran Medić, Jan Snajder

First Workshop on Scholarly Document Processing (SDP 2020) Workshop Paper

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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.
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