Gauravarora@HASOC-Dravidian-CodeMix-FIRE2020: Pre-training ULMFiT on Synthetically Generated Code-Mixed Data for Hate Speech Detection

Long short-term memory,

S. Hochreiter, J. Schmidhuber, · 1997

Earlier work this paper cites.

Learning to forget: Continual prediction with lstm,

F. A. Gers, J. A. Schmidhuber, F. A. Cummins, · 2000

Earlier work this paper cites.

Regularizing and optimizing LSTM language models,

Original

S. Merity, N. S. Keskar, R. Socher, · 2017

Earlier work this paper cites.

Benchmarking aggression identification in social media,

R. Kumar, A. K. Ojha, S. Malmasi, M. Zampieri, · 2018

Earlier work this paper cites.

Fine-tuned language models for text classification,

Original

J. Howard, S. Ruder, · 2018

Cited alongside, same era.

A survey on automatic detection of hate speech in text,

P. Fortuna, S. Nunes, · 2018

Cited alongside, same era.

Language modeling for code-mixing: The role of linguistic theory based synthetic data,

A. Pratapa, G. Bhat, M. Choudhury, S. Sitaram, S. Dandapat, K. Bali, · 2018

Cited alongside, same era.

Sentencepiece: A simple and language independent subword tokenizer and detokenizer for neural text processing,

Original

T. Kudo, J. Richardson, · 2018

Cited alongside, same era.

Overview of the track on HASOC - Offensive Language Identification - DravidianCodemix,

B. R. Chakravarthi, M. A. Kumar, J. P. McCrae, P. B, S. KP, T. Mandl,

Cited in the paper.

Overview of the track on Sentiment Analysis for Dravidian Languages in Code-Mixed Text,

B. R. Chakravarthi, R. Priyadharshini, V. Muralidaran, S. Suryawanshi, N. Jose, E. Sherly, J. P. McCrae,

Cited in the paper.

Overview of the hasoc track at fire 2019: Hate speech and offensive content identification in indo-european languages,

T. Mandl, S. Modha, P. Majumder, D. Patel, M. Dave, C. Mandlia, A. Patel, · 2019

Later among the works it cites.

Overview of the track on HASOC - Offensive Language Identification - DravidianCodemix,

B. R. Chakravarthi, M. A. Kumar, J. P. McCrae, P. B, S. KP, T. Mandl, · 2020

Closest in time.

A multilingual evaluation for online hate speech detection,

M. Corazza, S. Menini, E. Cabrio, S. Tonelli, S. Villata, · 2020

Closest in time.

Overview of the track on Sentiment Analysis for Dravidian Languages in Code-Mixed Text,

B. R. Chakravarthi, R. Priyadharshini, V. Muralidaran, S. Suryawanshi, N. Jose, E. Sherly, J. P. McCrae, · 2020

Closest in time.