<> "The repository administrator has not yet configured an RDF license."^^ . <> . . . "Learning Neural Textual Representations for Citation Recommendation"^^ . "With the rapid growth of the scientific literature, manually selecting appropriate citations for a paper is becoming increasingly challenging and time-consuming. While several approaches for automated citation recommendation have been proposed in the recent years, effective document representations for citation recommendation are still elusive to a large extent. For this reason, in this paper we propose a novel approach to citation recommendation which leverages a deep sequential representation of the documents (Sentence-BERT) cascaded with Siamese and triplet networks in a submodular scoring function. To the best of our knowledge, this is the first approach to combine deep representations and submodular selection for a task of citation recommendation. Experiments have been carried out using a popular benchmark dataset - the ACL Anthology Network corpus - and evaluated against baselines and a state-of-the-art approach using metrics such as the MRR and F1-at-k score. The results show that the proposed approach has been able to outperform all the compared approaches in every measured metric."^^ . "2020" . . . . . . . . . . . . . . . . . . . "Massimo"^^ . "Piccardi"^^ . "Massimo Piccardi"^^ . . "Thanh Binh"^^ . "Kieu"^^ . "Thanh Binh Kieu"^^ . . "Bao Son"^^ . "Pham"^^ . "Bao Son Pham"^^ . . "Xuan Hieu"^^ . "Phan"^^ . "Xuan Hieu Phan"^^ . . "Inigo Jauregi"^^ . "Unanue"^^ . "Inigo Jauregi Unanue"^^ . . . . "The 25th International Conference on Pattern Recognition"^^ . . . . . "Milan, Italy"^^ . . . . . "HTML Summary of #4216 \n\nLearning Neural Textual Representations for Citation Recommendation\n\n" . "text/html" . . . "Information Technology (IT)"@en . . . "ISI/Scopus indexed conference" . .