Item Recommendation Using User Feedback Data and Item Profile

no code implementations • 28 Jun 2022 • Debashish Roy, Rajarshi Roy Chowdhury, Abdullah Bin Nasser, Afdhal Azmi, Marzieh Babaeianjelodar

Here, we have used the user's feedback data and content data to solve the content recommendation problem.

Collaborative Filtering Management +1

Explainable and High-Performance Hate and Offensive Speech Detection

no code implementations • 26 Jun 2022 • Marzieh Babaeianjelodar, Gurram Poorna Prudhvi, Stephen Lorenz, Keyu Chen, Sumona Mondal, Soumyabrata Dey, Navin Kumar

For unbalanced Twitter data, XGboost outperformed the LSTM, AutoGluon, and ULMFiT models on hate speech detection with an F1 score of 0. 75 compared to 0. 38 and 0. 37, and 0. 38 respectively.

Hate Speech Detection Vocal Bursts Intensity Prediction

Is Machine Learning Speaking my Language? A Critical Look at the NLP-Pipeline Across 8 Human Languages

no code implementations • 11 Jul 2020 • Esma Wali, Yan Chen, Christopher Mahoney, Thomas Middleton, Marzieh Babaeianjelodar, Mariama Njie, Jeanna Neefe Matthews

Natural Language Processing (NLP) is increasingly used as a key ingredient in critical decision-making systems such as resume parsers used in sorting a list of job candidates.

Decision Making