Portrait de Albert Orozco Camacho

Albert Orozco Camacho

orozcoca@mila.quebec
Doctorat - Concordia
Superviseur⋅e principal⋅e
Eugene Belilovsky
Co-supervisor
Guy Wolf
Sujets de recherche
Apprentissage continu
Apprentissage fédéré
Optimisation
Systèmes distribués
Site web
Google Scholar
GitHub

Publications

ComplexDataLab at WNUT-2020 Task 2: Detecting Informative COVID-19 Tweets by Attending over Linked Documents
Kellin Pelrine
Jacob Danovitch
Albert Orozco Camacho
Reihaneh Rabbany
Given the global scale of COVID-19 and the flood of social media content related to it, how can we find informative discussions? We present … (voir plus)Gapformer, which effectively classifies content as informative or not. It reformulates the problem as graph classification, drawing on not only the tweet but connected webpages and entities. We leverage a pre-trained language model as well as the connections between nodes to learn a pooled representation for each document network. We show it outperforms several competitive baselines and present ablation studies supporting the benefit of the linked information. Code is available on Github.
2020-10-31
WNUT (publié)
doi.org