Search Results for author: Md Rabiul Awal

Found 6 papers, 1 papers with code

Evaluating GPT-3 Generated Explanations for Hateful Content Moderation

1 code implementation28 May 2023 Han Wang, Ming Shan Hee, Md Rabiul Awal, Kenny Tsu Wei Choo, Roy Ka-Wei Lee

A key concern is that these explanations, generated by LLMs, may lead to erroneous judgments about the nature of flagged content by both users and content moderators.

Informativeness Persuasiveness

On Analyzing Annotation Consistency in Online Abusive Behavior Datasets

no code implementations24 Jun 2020 Md Rabiul Awal, Rui Cao, Roy Ka-Wei Lee, Sandra Mitrović

In this study, we proposed an analytical framework to study the annotation consistency in online hate and abusive content datasets.

On Analyzing Antisocial Behaviors Amid COVID-19 Pandemic

no code implementations21 Jul 2020 Md Rabiul Awal, Rui Cao, Sandra Mitrovic, Roy Ka-Wei Lee

The COVID-19 pandemic has developed to be more than a bio-crisis as global news has reported a sharp rise in xenophobia and discrimination in both online and offline communities.

AngryBERT: Joint Learning Target and Emotion for Hate Speech Detection

no code implementations14 Mar 2021 Md Rabiul Awal, Rui Cao, Roy Ka-Wei Lee, Sandra Mitrovic

Automated hate speech detection in social media is a challenging task that has recently gained significant traction in the data mining and Natural Language Processing community.

Hate Speech Detection Sentiment Analysis +1

I miss you babe: Analyzing Emotion Dynamics During COVID-19 Pandemic

no code implementations EMNLP (NLP+CSS) 2020 Hui Xian Lynnette Ng, Roy Ka-Wei Lee, Md Rabiul Awal

Through longitudinal analysis of each user, we construct emotion transition graphs, observing key transitions between disgust and anger, and self-transitions within anger and disgust emotional states.

Emotion Recognition Time Series +1

Model-Agnostic Meta-Learning for Multilingual Hate Speech Detection

no code implementations4 Mar 2023 Md Rabiul Awal, Roy Ka-Wei Lee, Eshaan Tanwar, Tanmay Garg, Tanmoy Chakraborty

However, most of these studies are limited to detecting hate speech only in English, neglecting the bulk of hateful content that is generated in other languages, particularly in low-resource languages.

Cross-Lingual Transfer Domain Generalization +2

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