Julien Romero

Do Children Texts Hold The Key To Commonsense Knowledge?

2022

Compiling comprehensive repositories of commonsense knowledge is a long-standing problem in AI. Many concerns revolve around the issue of reporting bias, i.e., that frequency in text sources is not a good proxy for relevance or …

TIMBRE: Efficient Job Recommendation On Heterogeneous Graphs For Professional Recruiters

2024 · arXiv (Cornell University)

Job recommendation gathers many challenges well-known in recommender systems. First, it suffers from the cold start problem, with the user (the candidate) and the item (the job) having a very limited lifespan. It makes the …