Constantin Orǎsan

RGCL at GermEval 2019: Offensive Language Detection with Deep Learning.

2019 · Open Repository and Bibliography (University of Luxembourg)

This paper describes the system submitted by the RGCL team to GermEval 2019 Shared Task 2: Identification of Offensive
\nLanguage. We experimented with five different neural network architectures in order to classify Tweets in terms of …

SURREY-CTS-NLP at WASSA2022: An Experiment of Discourse and Sentiment Analysis for the Prediction of Empathy, Distress and Emotion

2022

This paper summarises the submissions our team, SURREY-CTS-NLP has made for the WASSA 2022 Shared Task for the prediction of empathy, distress and emotion. In this work, we tested different learning strategies, like ensemble learning …

Cyber Risks of Machine Translation Critical Errors : Arabic Mental Health Tweets as a Case Study

2024 · arXiv (Cornell University)

With the advent of Neural Machine Translation (NMT) systems, the MT output has reached unprecedented accuracy levels which resulted in the ubiquity of MT tools on almost all online platforms with multilingual content. However, NMT …