professionals@DravidianLangTech-EACL2021: Malayalam Offensive Language Identification - A Minimalistic Approach

2021-04-01 · EACL (DravidianLangTech) 2021 4 · Srinath Nair, Dolton Fernandes

The submission is being made as a working note as part of the Offensive Language Identification in Dravidian Languages shared task. The proposed model “DrOLIC” uses IndicBERT and a simple 4-layered MLP to do the multiclass classification problem and we achieved an F1 score of 0.85 on the Malayalam dataset.

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Tasks

Language Identification

IIITK@DravidianLangTech-EACL2021: Offensive Language Identification and Meme Classification in Tamil, Malayalam and Kannada

2021-04-17 · Nikhil Ghanghor, Parameswari Krishnamurthy, Sajeetha Thavareesan, Ruba Priyadharshini 외

This paper describes the IIITK team’s submissions to the offensive language identification, and troll memes classification shared tasks for Dravidian languages at DravidianLangTech 2021 workshop@EACL 2021. Our best confi…

Classification Language Identification Meme Classification

Maoqin @ DravidianLangTech-EACL2021: The Application of Transformer-Based Model

2021-04-01 · EACL (DravidianLangTech) 2021 4 · Maoqin Yang

This paper describes the result of team-Maoqin at DravidianLangTech-EACL2021. The provided task consists of three languages(Tamil, Malayalam, and Kannada), I only participate in one of the language task-Malayalam. The go…

Language Modeling Language Modelling

IRNLP_DAIICT@DravidianLangTech-EACL2021:Offensive Language identification in Dravidian Languages using TF-IDF Char N-grams and MuRIL

2021-04-01 · EACL (DravidianLangTech) 2021 4 · Bhargav Dave, Shripad Bhat, Prasenjit Majumder

This paper presents the participation of the IRNLPDAIICT team from Information Retrieval and Natural Language Processing lab at DA-IICT, India in DravidianLangTech-EACL2021 Offensive Language identification in Dravidian …

Information Retrieval Language Identification Retrieval

SJ_AJ@DravidianLangTech-EACL2021: Task-Adaptive Pre-Training of Multilingual BERT models for Offensive Language Identification

2021-02-01 · EACL (DravidianLangTech) 2021 4 · Sai Muralidhar Jayanthi, Akshat Gupta

In this paper we present our submission for the EACL 2021-Shared Task on Offensive Language Identification in Dravidian languages. Our final system is an ensemble of mBERT and XLM-RoBERTa models which leverage task-adapt…

Language Identification Language Modeling Language Modelling Masked Language Modeling

HUB@DravidianLangTech-EACL2021: Identify and Classify Offensive Text in Multilingual Code Mixing in Social Media

2021-04-01 · EACL (DravidianLangTech) 2021 4 · Bo Huang, Yang Bai

This paper introduces the system description of the HUB team participating in DravidianLangTech - EACL2021: Offensive Language Identification in Dravidian Languages. The theme of this shared task is the detection of offe…

Classification Language Identification