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Abusive Language Detection with Graph Convolutional Networks

Abusive Language Detection with Graph Convolutional Networks

5 April 2019
Pushkar Mishra
Marco Del Tredici
H. Yannakoudakis
Ekaterina Shutova
    GNN
ArXiv (abs)PDFHTML

Papers citing "Abusive Language Detection with Graph Convolutional Networks"

27 / 27 papers shown
Trustworthy Hate Speech Detection Through Visual Augmentation
Trustworthy Hate Speech Detection Through Visual Augmentation
Ziyuan Yang
Ming Yan
Yingyu Chen
Hui Wang
Zexin Lu
Yi Zhang
93
1
0
20 Sep 2024
A (More) Realistic Evaluation Setup for Generalisation of Community
  Models on Malicious Content Detection
A (More) Realistic Evaluation Setup for Generalisation of Community Models on Malicious Content Detection
Ivo Verhoeven
Pushkar Mishra
Rahel Beloch
H. Yannakoudakis
Ekaterina Shutova
208
2
0
02 Apr 2024
Examining Temporal Bias in Abusive Language Detection
Examining Temporal Bias in Abusive Language Detection
Mali Jin
Yida Mu
Diana Maynard
Kalina Bontcheva
192
6
0
25 Sep 2023
PerPLM: Personalized Fine-tuning of Pretrained Language Models via
  Writer-specific Intermediate Learning and Prompts
PerPLM: Personalized Fine-tuning of Pretrained Language Models via Writer-specific Intermediate Learning and Prompts
Daisuke Oba
Naoki Yoshinaga
Masashi Toyoda
149
2
0
14 Sep 2023
On the rise of fear speech in online social media
On the rise of fear speech in online social mediaProceedings of the National Academy of Sciences of the United States of America (PNAS), 2023
Punyajoy Saha
Kiran Garimella
Narla Komal Kalyan
Saurabh Kumar Pandey
Pauras Mangesh Meher
Binny Mathew
Animesh Mukherjee
78
31
0
18 Mar 2023
Qualitative Analysis of a Graph Transformer Approach to Addressing Hate
  Speech: Adapting to Dynamically Changing Content
Qualitative Analysis of a Graph Transformer Approach to Addressing Hate Speech: Adapting to Dynamically Changing Content
Liam Hebert
Hong Chen
R. Cohen
Lukasz Golab
252
5
0
25 Jan 2023
SOLD: Sinhala Offensive Language Dataset
SOLD: Sinhala Offensive Language DatasetLanguage Resources and Evaluation (LRE), 2022
Tharindu Ranasinghe
Isuri Anuradha
Damith Premasiri
Kanishka Silva
Hansi Hettiarachchi
Lasitha Uyangodage
Marcos Zampieri
371
10
0
01 Dec 2022
Detecting Offensive Language on Social Networks: An End-to-end Detection
  Method based on Graph Attention Networks
Detecting Offensive Language on Social Networks: An End-to-end Detection Method based on Graph Attention Networks
Zhenxiong Miao
Xingshu Chen
Haizhou Wang
Ruiming Tang
Zhou Yang
Wenyi Tang
GNN
149
3
0
04 Mar 2022
Emotion Based Hate Speech Detection using Multimodal Learning
Emotion Based Hate Speech Detection using Multimodal Learning
Aneri Rana
Sonali Jha
149
55
0
13 Feb 2022
Leveraging Transformers for Hate Speech Detection in Conversational
  Code-Mixed Tweets
Leveraging Transformers for Hate Speech Detection in Conversational Code-Mixed TweetsFire (FIRE), 2021
Zaki Mustafa Farooqi
Sreyan Ghosh
R. Shah
128
38
0
18 Dec 2021
Contextual Hate Speech Detection in Code Mixed Text using Transformer
  Based Approaches
Contextual Hate Speech Detection in Code Mixed Text using Transformer Based Approaches
Ravindra Nayak
Raviraj Joshi
187
24
0
18 Oct 2021
Twitter User Representation Using Weakly Supervised Graph Embedding
Twitter User Representation Using Weakly Supervised Graph Embedding
Tunazzina Islam
Dan Goldwasser
226
8
0
20 Aug 2021
Modeling Ideological Salience and Framing in Polarized Online Groups
  with Graph Neural Networks and Structured Sparsity
Modeling Ideological Salience and Framing in Polarized Online Groups with Graph Neural Networks and Structured Sparsity
Valentin Hofmann
Xiaowen Dong
J. Pierrehumbert
Hinrich Schütze
244
17
0
18 Apr 2021
Analysis of Twitter Users' Lifestyle Choices using Joint Embedding Model
Analysis of Twitter Users' Lifestyle Choices using Joint Embedding ModelInternational Conference on Web and Social Media (ICWSM), 2021
Tunazzina Islam
Dan Goldwasser
202
5
0
07 Apr 2021
Modeling Users and Online Communities for Abuse Detection: A Position on
  Ethics and Explainability
Modeling Users and Online Communities for Abuse Detection: A Position on Ethics and ExplainabilityConference on Empirical Methods in Natural Language Processing (EMNLP), 2021
Pushkar Mishra
H. Yannakoudakis
Ekaterina Shutova
246
8
0
31 Mar 2021
Tackling Racial Bias in Automated Online Hate Detection: Towards Fair
  and Accurate Classification of Hateful Online Users Using Geometric Deep
  Learning
Tackling Racial Bias in Automated Online Hate Detection: Towards Fair and Accurate Classification of Hateful Online Users Using Geometric Deep Learning
Zo Ahmed
Bertie Vidgen
Scott A. Hale
91
3
0
22 Mar 2021
Graph Neural Networks: Taxonomy, Advances and Trends
Graph Neural Networks: Taxonomy, Advances and TrendsACM Transactions on Intelligent Systems and Technology (ACM TIST), 2020
Yu Zhou
Haixia Zheng
Xin Huang
Shufeng Hao
Dengao Li
Jumin Zhao
AI4TS
615
166
0
16 Dec 2020
Dynamic Contextualized Word Embeddings
Dynamic Contextualized Word EmbeddingsAnnual Meeting of the Association for Computational Linguistics (ACL), 2020
Valentin Hofmann
J. Pierrehumbert
Hinrich Schütze
405
57
0
23 Oct 2020
Interpreting Graph Neural Networks for NLP With Differentiable Edge
  Masking
Interpreting Graph Neural Networks for NLP With Differentiable Edge MaskingInternational Conference on Learning Representations (ICLR), 2020
Michael Schlichtkrull
Nicola De Cao
Ivan Titov
AI4CE
568
230
0
01 Oct 2020
Graph-based Modeling of Online Communities for Fake News Detection
Graph-based Modeling of Online Communities for Fake News Detection
Shantanu Chandra
Pushkar Mishra
H. Yannakoudakis
Madhav Nimishakavi
Marzieh Saeidi
Ekaterina Shutova
GNN
488
49
0
14 Aug 2020
Joint Modelling of Emotion and Abusive Language Detection
Joint Modelling of Emotion and Abusive Language DetectionAnnual Meeting of the Association for Computational Linguistics (ACL), 2020
S. Rajamanickam
Pushkar Mishra
H. Yannakoudakis
Ekaterina Shutova
143
58
0
28 May 2020
Classifying Constructive Comments
Classifying Constructive CommentsFirst Monday (FM), 2020
V. Kolhatkar
Nithum Thain
Jeffrey Scott Sorensen
Lucas Dixon
Maite Taboada
256
22
0
11 Apr 2020
Node Masking: Making Graph Neural Networks Generalize and Scale Better
Node Masking: Making Graph Neural Networks Generalize and Scale Better
Pushkar Mishra
Aleksandra Piktus
Gerard Goossen
Fabrizio Silvestri
AI4CE
409
19
0
17 Jan 2020
Attending the Emotions to Detect Online Abusive Language
Attending the Emotions to Detect Online Abusive LanguageWorkshop on Abusive Language Online (ALO), 2019
Niloofar Safi Samghabadi
Afsheen Hatami
Mahsa Shafaei
Sudipta Kar
Thamar Solorio
181
22
0
06 Sep 2019
You Shall Know a User by the Company It Keeps: Dynamic Representations
  for Social Media Users in NLP
You Shall Know a User by the Company It Keeps: Dynamic Representations for Social Media Users in NLPConference on Empirical Methods in Natural Language Processing (EMNLP), 2019
Marco Del Tredici
Diego Marcheggiani
Sabine Schulte im Walde
Raquel Fernández
181
35
0
01 Sep 2019
Tackling Online Abuse: A Survey of Automated Abuse Detection Methods
Tackling Online Abuse: A Survey of Automated Abuse Detection Methods
Pushkar Mishra
H. Yannakoudakis
Ekaterina Shutova
355
86
0
13 Aug 2019
Embedding Biomedical Ontologies by Jointly Encoding Network Structure
  and Textual Node Descriptors
Embedding Biomedical Ontologies by Jointly Encoding Network Structure and Textual Node Descriptors
Sotiris Kotitsas
Dimitris Pappas
Ion Androutsopoulos
Ryan T. McDonald
Marianna Apidianaki
GNN
110
16
0
13 Jun 2019
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