UPB at SemEval-2020 Task 12: Multilingual Offensive Language Detection on Social Media by Fine-tuning a Variety of BERT-based Models

26 October 2020

Papers citing "UPB at SemEval-2020 Task 12: Multilingual Offensive Language Detection on Social Media by Fine-tuning a Variety of BERT-based Models"

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SemEval-2020 Task 12: Multilingual Offensive Language Identification in Social Media (OffensEval 2020) Marcos Zampieri Preslav Nakov Sara Rosenthal Pepa Atanasova Georgi Karadzhov Hamdy Mubarak Leon Derczynski Zeses Pitenis cCaugri cColtekin 37 485 0 12 Jun 2020
SOLID: A Large-Scale Semi-Supervised Dataset for Offensive Language Identification Sara Rosenthal Pepa Atanasova Georgi Karadzhov Marcos Zampieri Preslav Nakov 32 164 0 29 Apr 2020
Arabic Offensive Language on Twitter: Analysis and Experiments Hamdy Mubarak Ammar Rashed Kareem Darwish Younes Samih Ahmed Abdelali 55 148 0 05 Apr 2020
Offensive Language Identification in Greek Zeses Pitenis Marcos Zampieri Tharindu Ranasinghe 26 153 0 16 Mar 2020
Unsupervised Cross-lingual Representation Learning at Scale Alexis Conneau Kartikay Khandelwal Naman Goyal Vishrav Chaudhary Guillaume Wenzek Francisco Guzmán Edouard Grave Myle Ott Luke Zettlemoyer Veselin Stoyanov 154 6,454 0 05 Nov 2019
ALBERT: A Lite BERT for Self-supervised Learning of Language Representations Zhenzhong Lan Mingda Chen Sebastian Goodman Kevin Gimpel Piyush Sharma Radu Soricut SSL AIMat 253 6,420 0 26 Sep 2019
Offensive Language and Hate Speech Detection for Danish Gudbjartur Ingi Sigurbergsson Leon Derczynski 32 162 0 13 Aug 2019
RoBERTa: A Robustly Optimized BERT Pretraining Approach Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy M. Lewis Luke Zettlemoyer Veselin Stoyanov AIMat 392 24,160 0 26 Jul 2019
How multilingual is Multilingual BERT? Telmo Pires Eva Schlinger Dan Garrette LRM VLM 131 1,392 0 04 Jun 2019
SemEval-2019 Task 6: Identifying and Categorizing Offensive Language in Social Media (OffensEval) Marcos Zampieri S. Malmasi Preslav Nakov Sara Rosenthal N. Farra Ritesh Kumar 42 791 0 19 Mar 2019
Predicting the Type and Target of Offensive Posts in Social Media Marcos Zampieri S. Malmasi Preslav Nakov Sara Rosenthal N. Farra Ritesh Kumar 57 771 0 25 Feb 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 914 93,936 0 11 Oct 2018
Challenges in Discriminating Profanity from Hate Speech S. Malmasi Marcos Zampieri 19 243 0 14 Mar 2018
Understanding Abuse: A Typology of Abusive Language Detection Subtasks Zeerak Talat Thomas Davidson Dana Warmsley Ingmar Weber 44 473 0 28 May 2017
Automated Hate Speech Detection and the Problem of Offensive Language Thomas Davidson Dana Warmsley M. Macy Ingmar Weber 49 2,658 0 11 Mar 2017
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Zhiwen Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 810 6,768 0 26 Sep 2016
XGBoost: A Scalable Tree Boosting System Tianqi Chen Carlos Guestrin 327 37,815 0 09 Mar 2016
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 776 149,474 0 22 Dec 2014
Convolutional Neural Networks for Sentence Classification Yoon Kim AILaw VLM 549 13,395 0 25 Aug 2014
Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation Kyunghyun Cho B. V. Merrienboer Çağlar Gülçehre Dzmitry Bahdanau Fethi Bougares Holger Schwenk Yoshua Bengio AIMat 619 23,235 0 03 Jun 2014