A classification model created in Python that uses fuzzy string matching and a KNN to identify offensive usernames.
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Updated
Dec 17, 2020 - Python
A classification model created in Python that uses fuzzy string matching and a KNN to identify offensive usernames.
Based on svm learning single label and muilti-class
Automatical machine learning target detection for online hate speech
Ml model to detect hate speech and offensive language
Code and data for Annotating Online Misogyny, ACL 2021
This project compares the effectiveness of SVM algorithms using two classes (Hate vs Non-hate) and three classes (Hate, Offensive, Neither) in detecting the actual hate speech accurately. It consists of explainable AI (XAI) implemented using the LIME library and a web user interface implemented using the STREAMLITlibrary. This assignment belongs…
Code for identify the topics responsible for the propagation of hate speech on the social network platform. Project for 'NLP' at University of Twent
Resources and tools for the Tutorial - "Hate speech detection, mitigation and beyond" presented at ICWSM 2021
Bachelor's thesis on removing hate from online comments using paraphrasing: algorithm DPhate
An hate-speech-recognizer implemented using three different machine learning algorithms: Naive Bayes, SVM and Random Forest.
This project is based on detecting "hate-speech" of any kind of communication that disparages someone or a group of people because of their qualities, such as religion, ethnicity, sexual orientation or gender.
Training code and public data for the paper "A Legal Approach to Hate Speech - Operationalizing the EU's Legal Framework against the Expression of Hatred as an NLP Task"
Multimodal Misogyny Detection - SemEval 2022 - MAMI Challenge
Quickly find flags (words, phrases, etc) within your data. 🕵️♂️
Hate Speech classification in Italian using XLM (fine-tuning). Published at the WOAH workshop (NAACL2022).
YTU - Natural Language Processing Term Project - Hate Speech Detectiton and Classification
RO-Offense: A Novel Romanian Dataset for Offensive Language in Online Comments
The official code repository for the paper titled "A Federated Approach for Hate Speech Detection" (EACL 2023)
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