38 citations · 50 across the 7 of their papers we have counts for
8 papers
Cross-Lingual and Cross-Domain Crisis Classification for Low-Resource Scenarios
Cinthia Sánchez, Hernan Sarmiento, Andres Abeliuk +2
Social media data has emerged as a useful source of timely information about real-world crisis events. One of the main tasks related to the use of social media for disaster managem…
Asynchronous Functional Sessions: Cyclic and Concurrent (Extended Version)
Bas van den Heuvel, Jorge A. Pérez
We present Concurrent GV (CGV), a functional calculus with message-passing concurrency governed by session types. With respect to prior calculi, CGV has increased support for concu…
Asynchronous Functional Sessions: Cyclic and Concurrent
Bas van den Heuvel, Jorge A. Pérez
We present Concurrent GV (CGV), a functional calculus with message-passing concurrency governed by session types. With respect to prior calculi, CGV has increased support for concu…
Cross-lingual hate speech detection based on multilingual domain-specific word embeddings
Aymé Arango, Jorge Pérez, Barbara Poblete
Automatic hate speech detection in online social networks is an important open problem in Natural Language Processing (NLP). Hate speech is a multidimensional issue, strongly depen…
Model Interpretability through the Lens of Computational Complexity
Pablo Barceló, Mikaël Monet, Jorge Pérez +1
In spite of several claims stating that some models are more interpretable than others -- e.g., "linear models are more interpretable than deep neural networks" -- we still lack a…
Session Coalgebras: A Coalgebraic View on Session Types and Communication Protocols
Alex C. Keizer, Henning Basold, Jorge A. Pérez
Compositional methods are central to the development and verification of software systems. They allow to break down large systems into smaller components, while enabling reasoning…