ToxCCIn: Toxic Content Classification with Interpretability

1 March 2021

Papers citing "ToxCCIn: Toxic Content Classification with Interpretability"

25 / 25 papers shown

Title
HateXplain: A Benchmark Dataset for Explainable Hate Speech Detection Binny Mathew Punyajoy Saha Seid Muhie Yimam Chris Biemann Pawan Goyal Animesh Mukherjee 81 565 0 18 Dec 2020
GUIR at SemEval-2020 Task 12: Domain-Tuned Contextualized Models for Offensive Language Detection Sajad Sotudeh Tong Xiang Hao-Ren Yao Sean MacAvaney Eugene Yang Nazli Goharian O. Frieder 16 12 0 28 Jul 2020
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 30 485 0 12 Jun 2020
Demoting Racial Bias in Hate Speech Detection Mengzhou Xia Anjalie Field Yulia Tsvetkov 43 121 0 25 May 2020
UHH-LT at SemEval-2020 Task 12: Fine-Tuning of Pre-Trained Transformer Networks for Offensive Language Detection Gregor Wiedemann Seid Muhie Yimam Christian Biemann 25 28 0 23 Apr 2020
Don't Stop Pretraining: Adapt Language Models to Domains and Tasks Suchin Gururangan Ana Marasović Swabha Swayamdipta Kyle Lo Iz Beltagy Doug Downey Noah A. Smith VLM AI4CE CLL 84 2,380 0 23 Apr 2020
A Human Evaluation of AMR-to-English Generation Systems Emma Manning Shira Wein Nathan Schneider 44 18 0 14 Apr 2020
A Primer in BERTology: What we know about how BERT works Anna Rogers Olga Kovaleva Anna Rumshisky OffRL 44 1,478 0 27 Feb 2020
Fine-Grained Analysis of Propaganda in News Articles Giovanni Da San Martino Seunghak Yu Alberto Barrón-Cedeño R. Petrov Preslav Nakov 11 330 0 06 Oct 2019
Attention is not not Explanation Sarah Wiegreffe Yuval Pinter XAI AAML FAtt 18 901 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 302 24,160 0 26 Jul 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 22 791 0 19 Mar 2019
Nuanced Metrics for Measuring Unintended Bias with Real Data for Text Classification Daniel Borkan Lucas Dixon Jeffrey Scott Sorensen Nithum Thain Lucy Vasserman 47 484 0 11 Mar 2019
Attention is not Explanation Sarthak Jain Byron C. Wallace FAtt 68 1,307 0 26 Feb 2019
Predicting the Type and Target of Offensive Posts in Social Media Marcos Zampieri S. Malmasi Preslav Nakov Sara Rosenthal N. Farra Ritesh Kumar 48 771 0 25 Feb 2019
Analysis Methods in Neural Language Processing: A Survey Yonatan Belinkov James R. Glass 46 553 0 21 Dec 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 475 93,936 0 11 Oct 2018
Why We Need New Evaluation Metrics for NLG Jekaterina Novikova Ondrej Dusek Amanda Cercas Curry Verena Rieser 62 456 0 21 Jul 2017
Deep Learning for Hate Speech Detection in Tweets Pinkesh Badjatiya Shashank Gupta Manish Gupta Vasudeva Varma 42 1,132 0 01 Jun 2017
Understanding Abuse: A Typology of Abusive Language Detection Subtasks Zeerak Talat Thomas Davidson Dana Warmsley Ingmar Weber 34 473 0 28 May 2017
Automated Hate Speech Detection and the Problem of Offensive Language Thomas Davidson Dana Warmsley M. Macy Ingmar Weber 27 2,658 0 11 Mar 2017
Ex Machina: Personal Attacks Seen at Scale Ellery Wulczyn Nithum Thain Lucas Dixon 38 755 0 27 Oct 2016
Rationale-Augmented Convolutional Neural Networks for Text Classification Ye Zhang Iain J. Marshall Byron C. Wallace 41 160 0 14 May 2016
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 170 149,474 0 22 Dec 2014
Distributed Representations of Sentences and Documents Quoc V. Le Tomas Mikolov FaML 113 9,231 0 16 May 2014