Abuse Detection

Description from the archive archive 2025-07-28.

Benchmarks archive 2025-07-28

No benchmark for this task in the archive.

Libraries

Not in the archive: the export carries no per-task library table, so there is nothing to show at snapshot 2025-07-28.

Datasets archive 2025-07-28

4 datasets whose archive record lists this task, ordered by the archive's paper count.

Subtasks archive 2025-07-28

1 subtask in the archive's task tree.

Most implemented papers archive 2025-07-28

30 shown of 32 papers with code (73 tagged with this task in all), ordered by repositories listed in the archive, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers without a page here are shown as plain text.

• Racial Bias in Hate Speech and Abusive Language Detection Datasets
  29 May 2019 5 repositories listed Syntology ran 0 of 4 samples · 4 unverified
  Technologies for abusive language detection are being developed and applied with little consideration of their potential biases.
• Comparative Studies of Detecting Abusive Language on Twitter
  30 Aug 2018 4 repositories listed
  However, this dataset has not been comprehensively studied to its potential.
• HP-BERT: A framework for longitudinal study of Hinduphobia on social media via LLMs
  7 Jan 2025 1 repository listed
  We present an abuse detection and sentiment analysis framework that offers a longitudinal analysis of Hinduphobia on X (Twitter) during and after the COVID-19 pandemic.
• Towards Cross-Lingual Audio Abuse Detection in Low-Resource Settings with Few-Shot Learning
  2 Dec 2024 1 repository listed
  We investigate the potential of pre-trained audio representations for detecting abusive language in low-resource languages, in this case, in Indian languages using Few Shot Learning (FSL).
• Breaking the Silence Detecting and Mitigating Gendered Abuse in Hindi, Tamil, and Indian English Online Spaces
  2 Apr 2024 1 repository listed
  Online gender-based harassment is a widespread issue limiting the free expression and participation of women and marginalized genders in digital spaces.
• TCAB: A Large-Scale Text Classification Attack Benchmark
  21 Oct 2022 1 repository listed
  In addition to the primary tasks of detecting and labeling attacks, TCAB can also be used for attack localization, attack target labeling, and attack characterization.
• Explainable Abuse Detection as Intent Classification and Slot Filling
  6 Oct 2022 1 repository listed
  To proactively offer social media users a safe online experience, there is a need for systems that can detect harmful posts and promptly alert platform moderators.
• Improving Generalizability in Implicitly Abusive Language Detection with Concept Activation Vectors
  5 Apr 2022 1 repository listed
  Robustness of machine learning models on ever-changing real-world data is critical, especially for applications affecting human well-being such as content moderation.
• Entropy-based Attention Regularization Frees Unintended Bias Mitigation from Lists
  17 Mar 2022 1 repository listed Syntology ran 0 of 1 samples · 1 unverified
  EAR also reveals overfitting terms, i.
• ADIMA: Abuse Detection In Multilingual Audio
  16 Feb 2022 1 repository listed
  Abusive content detection in spoken text can be addressed by performing Automatic Speech Recognition (ASR) and leveraging advancements in natural language processing.
• ConvAbuse: Data, Analysis, and Benchmarks for Nuanced Abuse Detection in Conversational AI
  20 Sep 2021 1 repository listed
  We find that the distribution of abuse is vastly different compared to other commonly used datasets, with more sexually tinted aggression towards the virtual persona of these systems.
• AAA: Fair Evaluation for Abuse Detection Systems Wanted
  21 Jun 2021 1 repository listed
  In this work, we introduce Adversarial Attacks against Abuse (AAA), a new evaluation strategy and associated metric that better captures a model’s performance on certain classes of hard-to-classify microposts, and for…
• AbuseAnalyzer: Abuse Detection, Severity and Target Prediction for Gab Posts
  30 Sep 2020 1 repository listed Syntology ran 0 of 1 samples · 1 unverified · 1 pointer-only (licence)
  While extensive popularity of online social media platforms has made information dissemination faster, it has also resulted in widespread online abuse of different types like hate speech, offensive language, sexist and…
• KUISAIL at SemEval-2020 Task 12: BERT-CNN for Offensive Speech Identification in Social Media
  26 Jul 2020 1 repository listed Syntology ran 2 of 2 samples · 0 unverified · 2 pointer-only (licence)
  In this paper, we describe our approach to utilize pre-trained BERT models with Convolutional Neural Networks for sub-task A of the Multilingual Offensive Language Identification shared task (OffensEval 2020), which is…
• Evaluating Performance of an Adult Pornography Classifier for Child Sexual Abuse Detection
  18 May 2020 1 repository listed
  The information technology revolution has facilitated reaching pornographic material for everyone, including minors who are the most vulnerable in case they were abused.
• Intersectional Bias in Hate Speech and Abusive Language Datasets
  12 May 2020 1 repository listed
  Algorithms are widely applied to detect hate speech and abusive language in social media.
• Multimodal Meme Dataset (MultiOFF) for Identifying Offensive Content in Image and Text
  1 May 2020 1 repository listed
  Since there was no publicly available dataset for multimodal offensive meme content detection, we leveraged the memes related to the 2016 U.
• Kungfupanda at SemEval-2020 Task 12: BERT-Based Multi-Task Learning for Offensive Language Detection
  28 Apr 2020 1 repository listed
  Nowadays, offensive content in social media has become a serious problem, and automatically detecting offensive language is an essential task.
• WAC: A Corpus of Wikipedia Conversations for Online Abuse Detection
  13 Mar 2020 1 repository listed Syntology ran 2 of 2 samples · 0 unverified · 2 pointer-only (licence)
  This large corpus of more than 380k annotated messages opens perspectives for online abuse detection and especially for context-based approaches.
• HateMonitors: Language Agnostic Abuse Detection in Social Media
  27 Sep 2019 1 repository listed
  In this paper, we present our machine learning model, HateMonitor, developed for Hate Speech and Offensive Content Identification in Indo-European Languages (HASOC), a shared task at FIRE 2019.
• Multi-label Hate Speech and Abusive Language Detection in Indonesian Twitter
  1 Aug 2019 1 repository listed
  Hate speech and abusive language spreading on social media need to be detected automatically to avoid conflict between citizen.
• Pay ``Attention'' to your Context when Classifying Abusive Language
  1 Aug 2019 1 repository listed
  The goal of any social media platform is to facilitate healthy and meaningful interactions among its users.
• Challenges and frontiers in abusive content detection
  1 Aug 2019 1 repository listed
  Online abusive content detection is an inherently difficult task.
• Online abuse detection: the value of preprocessing and neural attention models
  1 Jun 2019 1 repository listed
  We propose an attention-based neural network approach to detect abusive speech in online social networks.
• Abusive Language Detection in Online Conversations by Combining Content-and Graph-based Features
  20 May 2019 1 repository listed
  In recent years, online social networks have allowed worldwide users to meet and discuss.
• UM-IU@LING at SemEval-2019 Task 6: Identifying Offensive Tweets Using BERT and SVMs
  6 Apr 2019 1 repository listed
  This paper describes the UM-IU@LING's system for the SemEval 2019 Task 6: OffensEval.
• Offensive Language Analysis using Deep Learning Architecture
  12 Mar 2019 1 repository listed
  Once we are happy with the quality of our input data, we proceed to choosing the optimal deep learning architecture for this task.
• Did you offend me? Classification of Offensive Tweets in Hinglish Language
  1 Oct 2018 1 repository listed
  The use of code-switched languages (\textit{e.
• Author Profiling for Abuse Detection
  1 Aug 2018 1 repository listed
  The rapid growth of social media in recent years has fed into some highly undesirable phenomena such as proliferation of hateful and offensive language on the Internet.
• Detecting Offensive Language in Tweets Using Deep Learning
  13 Jan 2018 1 repository listed
  This paper addresses the important problem of discerning hateful content in social media.

Syntology lines on 5 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced. Read from the graph 2026-09-24.