347 citations · 387 across the 11 of their papers we have counts for
11 papers
Multimodal Metadata Assignment for Cultural Heritage Artifacts
Luis Rei, Dunja Mladenić, Mareike Dorozynski +5
We develop a multimodal classifier for the cultural heritage domain using a late fusion approach and introduce a novel dataset. The three modalities are Image, Text, and Tabular da…
Improving (Re-)Usability of Musical Datasets: An Overview of the DOREMUS Project
Pasquale Lisena, Manel Achichi, Pierre Choffé +4
DOREMUS works on a better description of music by building new tools to link and explore the data of three French institutions. This paper gives an overview of the data model based…
One Configuration to Rule Them All? Towards Hyperparameter Transfer in Topic Models using Multi-Objective Bayesian Optimization
Silvia Terragni, Ismail Harrando, Pasquale Lisena +2
Topic models are statistical methods that extract underlying topics from document collections. When performing topic modeling, a user usually desires topics that are coherent, dive…
Many-to-one Recurrent Neural Network for Session-based Recommendation
Amine Dadoun, Raphael Troncy
This paper presents the D2KLab team's approach to the RecSys Challenge 2019 which focuses on the task of recommending accommodations based on user sessions. What is the feeling of…
Two Stages Approach for Tweet Engagement Prediction
Amine Dadoun, Ismail Harrando, Pasquale Lisena +2
This paper describes the approach proposed by the D2KLab team for the 2020 RecSys Challenge on the task of predicting user engagement facing tweets. This approach relies on two dis…
Searching News Articles Using an Event Knowledge Graph Leveraged by Wikidata
Charlotte Rudnik, Thibault Ehrhart, Olivier Ferret +3
News agencies produce thousands of multimedia stories describing events happening in the world that are either scheduled such as sports competitions, political summits and election…