A Benchmark Study of Contrastive Learning for Arabic Social Meaning

A Benchmark Study of Contrastive Learning for Arabic Social Meaning

22 October 2022

Md. Tawkat Islam Khondaker

El Moatez Billah Nagoudi

AbdelRahim Elmadany

Muhammad Abdul-Mageed

Papers citing "A Benchmark Study of Contrastive Learning for Arabic Social Meaning"

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Title
Meta AI at Arabic Hate Speech 2022: MultiTask Learning with Self-Correction for Hate Speech Classification Badr AlKhamissi Mona T. Diab 31 10 0 16 May 2022
Contrastive Learning of Sociopragmatic Meaning in Social Media Chiyu Zhang Muhammad Abdul-Mageed Ganesh Jawahar 20 1 0 15 Mar 2022
TaCL: Improving BERT Pre-training with Token-aware Contrastive Learning Yixuan Su Fangyu Liu Zaiqiao Meng Tian Lan Lei Shu Ehsan Shareghi Nigel Collier 120 57 0 07 Nov 2021
Not All Negatives are Equal: Label-Aware Contrastive Loss for Fine-grained Text Classification Varsha Suresh Desmond C. Ong VLM 43 78 0 12 Sep 2021
AraT5: Text-to-Text Transformers for Arabic Language Generation El Moatez Billah Nagoudi AbdelRahim Elmadany Muhammad Abdul-Mageed 81 117 0 31 Aug 2021
COCO-LM: Correcting and Contrasting Text Sequences for Language Model Pretraining Yu Meng Chenyan Xiong Payal Bajaj Saurabh Tiwary Paul N. Bennett Jiawei Han Xia Song 114 201 0 16 Feb 2021
ARBERT & MARBERT: Deep Bidirectional Transformers for Arabic Muhammad Abdul-Mageed AbdelRahim Elmadany El Moatez Billah Nagoudi VLM 60 444 0 27 Dec 2020
CoDA: Contrast-enhanced and Diversity-promoting Data Augmentation for Natural Language Understanding Yanru Qu Dinghan Shen Yelong Shen Sandra Sajeev Jiawei Han Weizhu Chen 123 65 0 16 Oct 2020
Improved Baselines with Momentum Contrastive Learning Xinlei Chen Haoqi Fan Ross B. Girshick Kaiming He SSL 235 3,029 0 09 Mar 2020
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 279 39,083 0 01 Sep 2014