MLEngineer at SemEval-2020 Task 7: BERT-Flair Based Humor Detection Model (BFHumor)

no code implementations • SEMEVAL 2020 • Fara Shatnawi, Malak Abdullah, Mahmoud Hammad

Task 7, Assessing the Funniness of Edited News Headlines, in the International Workshop SemEval2020 introduces two sub-tasks to predict the funniness values of edited news headlines from the Reddit website.

Humor Detection

KEIS@JUST at SemEval-2020 Task 12: Identifying Multilingual Offensive Tweets Using Weighted Ensemble and Fine-Tuned BERT

no code implementations • SEMEVAL 2020 • Saja Khaled Tawalbeh, Mahmoud Hammad, Mohammad AL-Smadi

This research presents our team KEIS@JUST participation at SemEval-2020 Task 12 which represents shared task on multilingual offensive language.

Data Augmentation Transfer Learning

SAJA at TRAC 2020 Shared Task: Transfer Learning for Aggressive Identification with XGBoost

no code implementations • LREC 2020 • Saja Tawalbeh, Mahmoud Hammad, Mohammad AL-Smadi

we have developed a system based on transfer learning technique depending on universal sentence encoder (USE) embedding that will be trained in our developed model using xgboost classifier to identify the aggressive text data from English content.

Sentence Transfer Learning