Bryndza at ClimateActivism 2024: Stance, Target and Hate Event Detection via Retrieval-Augmented GPT-4 and LLaMA

1 code implementation • 9 Feb 2024 • Marek Šuppa, Daniel Skala, Daniela Jašš, Samuel Sučík, Andrej Švec, Peter Hraška

This study details our approach for the CASE 2024 Shared Task on Climate Activism Stance and Hate Event Detection, focusing on Hate Speech Detection, Hate Speech Target Identification, and Stance Detection as classification challenges.

Event Detection Hate Speech Detection +3

Cost-effective Deployment of BERT Models in Serverless Environment

no code implementations • 19 Mar 2021 • Katarína Benešová, Andrej Švec, Marek Šuppa

In this study we demonstrate the viability of deploying BERT-style models to serverless environments in a production setting.

Knowledge Distillation Semantic Textual Similarity +1

Improving Moderation of Online Discussions via Interpretable Neural Models

no code implementations • 18 Sep 2018 • Andrej Švec, Matúš Pikuliak, Marián Šimko, Mária Bieliková

First, we detect inappropriate comments for moderators to see.