3 papers
cs.CL2022
IDIAPers @ Causal News Corpus 2022: Extracting Cause-Effect-Signal Triplets via Pre-trained Autoregressive Language Model
Martin Fajcik, Muskaan Singh, Juan Zuluaga-Gomez +4
In this paper, we describe our shared task submissions for Subtask 2 in CASE-2022, Event Causality Identification with Casual News Corpus. The challenge focused on the automatic de…
cs.LG2019
PySS3: A Python package implementing a novel text classifier with visualization tools for Explainable AI
Sergio G. Burdisso, Marcelo Errecalde, Manuel Montes-y-Gómez
A recently introduced text classifier, called SS3, has obtained state-of-the-art performance on the CLEF's eRisk tasks. SS3 was created to deal with risk detection over text stream…
cs.CL2019
t-SS3: a text classifier with dynamic n-grams for early risk detection over text streams
Sergio G. Burdisso, Marcelo Errecalde, Manuel Montes-y-Gómez
A recently introduced classifier, called SS3, has shown to be well suited to deal with early risk detection (ERD) problems on text streams. It obtained state-of-the-art performance…