Job recommendations: benchmarking of collaborative filtering methods for
classifieds

Job recommendations: benchmarking of collaborative filtering methods for classifieds

19 January 2023

Robert Kwieciñski

Tomasz Górecki

Papers citing "Job recommendations: benchmarking of collaborative filtering methods for classifieds"

11 / 11 papers shown

Title
Challenging the Myth of Graph Collaborative Filtering: a Reasoned and Reproducibility-driven Analysis Vito Walter Anelli Daniele Malitesta Claudio Pomo Alejandro Bellogín Tommaso Di Noia E. Sciascio 68 10 0 01 Aug 2023
When Newer is Not Better: Does Deep Learning Really Benefit Recommendation From Implicit Feedback? Yushun Dong Jundong Li Tobias Schnabel 65 9 0 02 May 2023
Reenvisioning Collaborative Filtering vs Matrix Factorization Vito Walter Anelli Alejandro Bellogín Tommaso Di Noia Claudio Pomo 29 26 0 28 Jul 2021
Deep Job Understanding at LinkedIn Shan Li Baoxu Shi Jaewon Yang Ji Yan Shuai Wang Fei Chen Qi He HAI 16 34 0 29 May 2020
A Troubling Analysis of Reproducibility and Progress in Recommender Systems Research Maurizio Ferrari Dacrema Simone Boglio Paolo Cremonesi Dietmar Jannach 37 197 0 18 Nov 2019
Are We Really Making Much Progress? A Worrying Analysis of Recent Neural Recommendation Approaches Maurizio Ferrari Dacrema Paolo Cremonesi Dietmar Jannach 46 584 0 16 Jul 2019
Neural Graph Collaborative Filtering Xiang Wang Xiangnan He Meng Wang Fuli Feng Tat-Seng Chua 154 2,965 0 20 May 2019
E-commerce in Your Inbox: Product Recommendations at Scale Mihajlo Grbovic Vladan Radosavljevic Nemanja Djuric Narayan L. Bhamidipati Jaikit Savla Varun Bhagwan Doug Sharp 48 307 0 23 Jun 2016
Item2Vec: Neural Item Embedding for Collaborative Filtering Oren Barkan Noam Koenigstein DML 137 504 0 14 Mar 2016
Distributed Representations of Words and Phrases and their Compositionality Tomas Mikolov Ilya Sutskever Kai Chen G. Corrado J. Dean NAI OCL 349 33,500 0 16 Oct 2013
BPR: Bayesian Personalized Ranking from Implicit Feedback Steffen Rendle Christoph Freudenthaler Zeno Gantner Lars Schmidt-Thieme BDL 114 5,716 0 09 May 2012