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The Hateful Memes Challenge: Detecting Hate Speech in Multimodal Memes
v1v2v3 (latest)

The Hateful Memes Challenge: Detecting Hate Speech in Multimodal Memes

10 May 2020
Douwe Kiela
Hamed Firooz
Aravind Mohan
Vedanuj Goswami
Amanpreet Singh
Pratik Ringshia
Davide Testuggine
ArXiv (abs)PDFHTML

Papers citing "The Hateful Memes Challenge: Detecting Hate Speech in Multimodal Memes"

50 / 357 papers shown
Title
Dendritic Self-Organizing Maps for Continual Learning
Dendritic Self-Organizing Maps for Continual Learning
Kosmas Pinitas
Spyridon Chavlis
Panayiota Poirazi
CLL
95
10
0
18 Oct 2021
Detecting Harmful Memes and Their Targets
Detecting Harmful Memes and Their Targets
Shraman Pramanick
Dimitar Dimitrov
Rituparna Mukherjee
Shivam Sharma
Md. Shad Akhtar
Preslav Nakov
Tanmoy Chakraborty
123
129
0
24 Sep 2021
Caption Enriched Samples for Improving Hateful Memes Detection
Caption Enriched Samples for Improving Hateful Memes Detection
Efrat Blaier
Itzik Malkiel
Lior Wolf
VLM
112
23
0
22 Sep 2021
MOMENTA: A Multimodal Framework for Detecting Harmful Memes and Their
  Targets
MOMENTA: A Multimodal Framework for Detecting Harmful Memes and Their Targets
Shraman Pramanick
Shivam Sharma
Dimitar Dimitrov
Md. Shad Akhtar
Preslav Nakov
Tanmoy Chakraborty
110
149
0
11 Sep 2021
Cross-Policy Compliance Detection via Question Answering
Cross-Policy Compliance Detection via Question Answering
Marzieh Saeidi
Majid Yazdani
Andreas Vlachos
102
10
0
08 Sep 2021
Towards Expressive Communication with Internet Memes: A New Multimodal
  Conversation Dataset and Benchmark
Towards Expressive Communication with Internet Memes: A New Multimodal Conversation Dataset and Benchmark
Zhengcong Fei
Zekang Li
Jinchao Zhang
Yang Feng
Jie Zhou
83
17
0
04 Sep 2021
How Hateful are Movies? A Study and Prediction on Movie Subtitles
How Hateful are Movies? A Study and Prediction on Movie Subtitles
Niklas von Boguszewski
Sana Moin
Anirban Bhowmick
Seid Muhie Yimam
Christian Biemann
56
4
0
19 Aug 2021
Overview of the HASOC track at FIRE 2020: Hate Speech and Offensive
  Content Identification in Indo-European Languages
Overview of the HASOC track at FIRE 2020: Hate Speech and Offensive Content Identification in Indo-European LanguagesFire (FIRE), 2025
Thomas Mandl
Sandip J Modha
Gautam Kishore Shahi
Prasenjit Majumder
Mohana Dave
Daksh Patel
Chintak Mandalia
Aditya Patel
205
174
0
12 Aug 2021
An Interpretable Approach to Hateful Meme Detection
An Interpretable Approach to Hateful Meme Detection
Tanvi Deshpande
Nitya Mani
VLM
87
15
0
09 Aug 2021
Disentangling Hate in Online Memes
Disentangling Hate in Online Memes
Rui Cao
Ziqing Fan
Roy Ka-wei Lee
Wen-Haw Chong
Jing Jiang
97
89
0
09 Aug 2021
Detecting Propaganda Techniques in Memes
Detecting Propaganda Techniques in Memes
Dimitar Dimitrov
Bishr Bin Ali
Shaden Shaar
Firoj Alam
Fabrizio Silvestri
Hamed Firooz
Preslav Nakov
Giovanni Da San Martino
125
94
0
07 Aug 2021
DRDF: Determining the Importance of Different Multimodal Information
  with Dual-Router Dynamic Framework
DRDF: Determining the Importance of Different Multimodal Information with Dual-Router Dynamic Framework
Haiwen Hong
Xuan Jin
Yin Zhang
Yunqing Hu
Jingfeng Zhang
Yuan He
Hui Xue
MoE
68
0
0
21 Jul 2021
MultiBench: Multiscale Benchmarks for Multimodal Representation Learning
MultiBench: Multiscale Benchmarks for Multimodal Representation Learning
Paul Pu Liang
Yiwei Lyu
Xiang Fan
Zetian Wu
Yun Cheng
...
Peter Wu
Michelle A. Lee
Yuke Zhu
Ruslan Salakhutdinov
Louis-Philippe Morency
VLM
145
194
0
15 Jul 2021
Memes in the Wild: Assessing the Generalizability of the Hateful Memes
  Challenge Dataset
Memes in the Wild: Assessing the Generalizability of the Hateful Memes Challenge Dataset
Hannah Rose Kirk
Yennie Jun
Paulius Rauba
Gal Wachtel
Ruining Li
Xingjian Bai
Noah Broestl
Martin Doff-Sotta
Aleksandar Shtedritski
Yuki M. Asano
108
26
0
09 Jul 2021
Anticipating Safety Issues in E2E Conversational AI: Framework and
  Tooling
Anticipating Safety Issues in E2E Conversational AI: Framework and Tooling
Emily Dinan
Gavin Abercrombie
A. S. Bergman
Shannon L. Spruit
Dirk Hovy
Y-Lan Boureau
Verena Rieser
155
112
0
07 Jul 2021
AOMD: An Analogy-aware Approach to Offensive Meme Detection on Social
  Media
AOMD: An Analogy-aware Approach to Offensive Meme Detection on Social Media
Lanyu Shang
Yang Zhang
Yuheng Zha
Yingxi Chen
Christina Youn
Dong Wang
66
26
0
21 Jun 2021
Benchmark dataset of memes with text transcriptions for automatic
  detection of multi-modal misogynistic content
Benchmark dataset of memes with text transcriptions for automatic detection of multi-modal misogynistic content
Francesca Gasparini
Giulia Rizzi
Aurora Saibene
Elisabetta Fersini
61
31
0
15 Jun 2021
Deciphering Implicit Hate: Evaluating Automated Detection Algorithms for
  Multimodal Hate
Deciphering Implicit Hate: Evaluating Automated Detection Algorithms for Multimodal Hate
Austin Botelho
Bertie Vidgen
Scott A. Hale
87
9
0
10 Jun 2021
Human-Adversarial Visual Question Answering
Human-Adversarial Visual Question Answering
Sasha Sheng
Amanpreet Singh
Vedanuj Goswami
Jose Alberto Lopez Magana
Wojciech Galuba
Devi Parikh
Douwe Kiela
OODEgoVAAML
70
67
0
04 Jun 2021
Volta at SemEval-2021 Task 6: Towards Detecting Persuasive Texts and
  Images using Textual and Multimodal Ensemble
Volta at SemEval-2021 Task 6: Towards Detecting Persuasive Texts and Images using Textual and Multimodal Ensemble
Kshitij Gupta
Devansh Gautam
R. Mamidi
79
15
0
01 Jun 2021
LIIR at SemEval-2021 task 6: Detection of Persuasion Techniques In Texts
  and Images using CLIP features
LIIR at SemEval-2021 task 6: Detection of Persuasion Techniques In Texts and Images using CLIP features
Erfan Ghadery
Damien Sileo
Marie-Francine Moens
VLM
73
2
0
31 May 2021
Enhance Multimodal Model Performance with Data Augmentation: Facebook
  Hateful Meme Challenge Solution
Enhance Multimodal Model Performance with Data Augmentation: Facebook Hateful Meme Challenge Solution
Yang Li
Zi-xin Zhang
Hutchin Huang
66
1
0
25 May 2021
KLUE: Korean Language Understanding Evaluation
KLUE: Korean Language Understanding Evaluation
Sungjoon Park
Jihyung Moon
Sungdong Kim
Won Ik Cho
Jiyoon Han
...
Seonghyun Kim
Lucy Park
Alice Oh
Jung-Woo Ha
Kyunghyun Cho
ELMVLM
239
211
0
20 May 2021
TextOCR: Towards large-scale end-to-end reasoning for arbitrary-shaped
  scene text
TextOCR: Towards large-scale end-to-end reasoning for arbitrary-shaped scene text
Amanpreet Singh
Guan Pang
Mandy Toh
Jing Huang
Wojciech Galuba
Tal Hassner
159
193
0
12 May 2021
Towards A Multi-agent System for Online Hate Speech Detection
Towards A Multi-agent System for Online Hate Speech Detection
Gaurav Sahu
R. Cohen
Olga Vechtomova
101
10
0
03 May 2021
SemEval-2021 Task 6: Detection of Persuasion Techniques in Texts and
  Images
SemEval-2021 Task 6: Detection of Persuasion Techniques in Texts and Images
Dimitar Dimitrov
Bishr Bin Ali
Shaden Shaar
Firoj Alam
Fabrizio Silvestri
Hamed Firooz
Preslav Nakov
Giovanni Da San Martino
89
110
0
25 Apr 2021
Analysing Cyberbullying using Natural Language Processing by
  Understanding Jargon in Social Media
Analysing Cyberbullying using Natural Language Processing by Understanding Jargon in Social Media
Bhumika Bhatia
Anuj Verma
Anjum
R. Katarya
77
11
0
23 Apr 2021
Exploring Visual Engagement Signals for Representation Learning
Exploring Visual Engagement Signals for Representation Learning
Menglin Jia
Zuxuan Wu
A. Reiter
Claire Cardie
Serge Belongie
Ser-Nam Lim
102
15
0
15 Apr 2021
Multimodal Fusion Refiner Networks
Multimodal Fusion Refiner Networks
Sethuraman Sankaran
David Yang
Ser-Nam Lim
OffRL
103
8
0
08 Apr 2021
A Survey on Multimodal Disinformation Detection
A Survey on Multimodal Disinformation Detection
Firoj Alam
S. Cresci
Tanmoy Chakraborty
Fabrizio Silvestri
Dimiter Dimitrov
Giovanni Da San Martino
Shaden Shaar
Hamed Firooz
Preslav Nakov
121
107
0
13 Mar 2021
What is Multimodality?
What is Multimodality?
Letitia Parcalabescu
Nils Trost
Anette Frank
82
0
0
10 Mar 2021
A Survey on Stance Detection for Mis- and Disinformation Identification
A Survey on Stance Detection for Mis- and Disinformation Identification
Momchil Hardalov
Arnav Arora
Preslav Nakov
Isabelle Augenstein
270
142
0
27 Feb 2021
Detecting Harmful Content On Online Platforms: What Platforms Need Vs.
  Where Research Efforts Go
Detecting Harmful Content On Online Platforms: What Platforms Need Vs. Where Research Efforts Go
Arnav Arora
Preslav Nakov
Momchil Hardalov
Sheikh Muhammad Sarwar
Vibha Nayak
...
Dimitrina Zlatkova
Kyle Dent
Ameya Bhatawdekar
Guillaume Bouchard
Isabelle Augenstein
131
60
0
27 Feb 2021
Learning Transferable Visual Models From Natural Language Supervision
Learning Transferable Visual Models From Natural Language Supervision
Alec Radford
Jong Wook Kim
Chris Hallacy
Aditya A. Ramesh
Gabriel Goh
...
Amanda Askell
Pamela Mishkin
Jack Clark
Gretchen Krueger
Ilya Sutskever
CLIPVLM
1.6K
35,254
0
26 Feb 2021
Exploring multi-task multi-lingual learning of transformer models for
  hate speech and offensive speech identification in social media
Exploring multi-task multi-lingual learning of transformer models for hate speech and offensive speech identification in social media
Sudhanshu Mishra
S. Prasad
Shubhanshu Mishra
61
24
0
27 Jan 2021
Dissecting the Meme Magic: Understanding Indicators of Virality in Image
  Memes
Dissecting the Meme Magic: Understanding Indicators of Virality in Image Memes
Chen Ling
Ihab AbuHilal
Jeremy Blackburn
Emiliano De Cristofaro
Savvas Zannettou
Gianluca Stringhini
116
66
0
16 Jan 2021
MSD: Saliency-aware Knowledge Distillation for Multimodal Understanding
MSD: Saliency-aware Knowledge Distillation for Multimodal Understanding
Woojeong Jin
Maziar Sanjabi
Shaoliang Nie
L Tan
Xiang Ren
Hamed Firooz
66
6
0
06 Jan 2021
HateCheck: Functional Tests for Hate Speech Detection Models
HateCheck: Functional Tests for Hate Speech Detection Models
Paul Röttger
B. Vidgen
Dong Nguyen
Zeerak Talat
Helen Z. Margetts
J. Pierrehumbert
187
299
0
31 Dec 2020
Detecting Hate Speech in Multi-modal Memes
Detecting Hate Speech in Multi-modal Memes
Abhishek Das
Japsimar Singh Wahi
Siyao Li
96
67
0
29 Dec 2020
Detecting Hateful Memes Using a Multimodal Deep Ensemble
Detecting Hateful Memes Using a Multimodal Deep Ensemble
Vlad Sandulescu
VLM
101
48
0
24 Dec 2020
Detecting Hate Speech in Memes Using Multimodal Deep Learning
  Approaches: Prize-winning solution to Hateful Memes Challenge
Detecting Hate Speech in Memes Using Multimodal Deep Learning Approaches: Prize-winning solution to Hateful Memes Challenge
Riza Velioglu
J. Rose
VLM
80
92
0
23 Dec 2020
A Multimodal Framework for the Detection of Hateful Memes
A Multimodal Framework for the Detection of Hateful Memes
Phillip Lippe
Nithin Holla
Shantanu Chandra
S. Rajamanickam
Georgios Antoniou
Ekaterina Shutova
H. Yannakoudakis
125
81
0
23 Dec 2020
Confronting Abusive Language Online: A Survey from the Ethical and Human
  Rights Perspective
Confronting Abusive Language Online: A Survey from the Ethical and Human Rights Perspective
S. Kiritchenko
I. Nejadgholi
Kathleen C. Fraser
AILaw
221
94
0
22 Dec 2020
Enhance Multimodal Transformer With External Label And In-Domain
  Pretrain: Hateful Meme Challenge Winning Solution
Enhance Multimodal Transformer With External Label And In-Domain Pretrain: Hateful Meme Challenge Winning Solution
Ron Zhu
86
85
0
15 Dec 2020
Vilio: State-of-the-art Visio-Linguistic Models applied to Hateful Memes
Vilio: State-of-the-art Visio-Linguistic Models applied to Hateful Memes
Niklas Muennighoff
102
68
0
14 Dec 2020
Hateful Memes Detection via Complementary Visual and Linguistic Networks
Hateful Memes Detection via Complementary Visual and Linguistic Networks
W. Zhang
Guihua Liu
Zhuohua Li
Fuqing Zhu
95
20
0
09 Dec 2020
Classification of Multimodal Hate Speech -- The Winning Solution of
  Hateful Memes Challenge
Classification of Multimodal Hate Speech -- The Winning Solution of Hateful Memes Challenge
Xiayu Zhong
96
16
0
02 Dec 2020
Adversarial Evaluation of Multimodal Models under Realistic Gray Box
  Assumption
Adversarial Evaluation of Multimodal Models under Realistic Gray Box Assumption
Ivan Evtimov
Russ Howes
Brian Dolhansky
Hamed Firooz
Cristian Canton Ferrer
AAML
62
11
0
25 Nov 2020
Multimodal Learning for Hateful Memes Detection
Multimodal Learning for Hateful Memes Detection
Yi Zhou
Zhenhao Chen
181
64
0
25 Nov 2020
Unsupervised Vision-and-Language Pre-training Without Parallel Images
  and Captions
Unsupervised Vision-and-Language Pre-training Without Parallel Images and Captions
Liunian Harold Li
Haoxuan You
Zhecan Wang
Alireza Zareian
Shih-Fu Chang
Kai-Wei Chang
SSLVLM
147
12
0
24 Oct 2020
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