DA-LD-Hildesheim at SemEval-2019 Task 6: Tracking Offensive Content with Deep Learning using Shallow Representation

no code implementations • SEMEVAL 2019 • S Modha, ip, Prasenjit Majumder, Daksh Patel

Since limited labeled data was available for the training, pre-trained word vectors are used and fine-tuned on this classification task.

General Classification Information Retrieval +1

Filtering Aggression from the Multilingual Social Media Feed

no code implementations • COLING 2018 • S Modha, ip, Prasenjit Majumder, M, Thomas l

Using the validation data, we found that validation accuracy of our deep learning models outperform all standard machine learning classifiers and voting based ensemble techniques and results on test data support these findings.

Aggression Identification BIG-bench Machine Learning +3