output
20152026
most citedWhat Skills do IT Companies look for in New Developers? A Study with Stack Overflow Jobs

65 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

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cs.LG2026

Modeling Programming Skills with Source Code Embeddings for Context-aware Exercise Recommendation

Carlos Eduardo P. Silva, João Pedro M. Sena, Julio C. S. Reis +2

In this paper, we propose a context-aware recommender system that models students' programming skills using embeddings of the source code they submit throughout a course. These emb…

cs.LG2025

"A 6 or a 9?": Ensemble Learning Through the Multiplicity of Performant Models and Explanations

Gianlucca Zuin, Adriano Veloso

Creating models from past observations and ensuring their effectiveness on new data is the essence of machine learning. However, selecting models that generalize well remains a cha…