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YNU_OXZ at HASOC 2020: Multilingual Hate Speech and Offensive Content Identification based on XLM-RoBERTa

Xiaozhi Ou, Hongling Li
2020 Forum for Information Retrieval Evaluation  
in multiple languages for identification.  ...  When evaluated on the official test set, our system show the effectiveness of our method on subtask A of three languages.  ...  FIRE ' 20 , 20 Forum for Information Retrieval Evaluation, December 16-20, 2020, Hyderabad, India Envelope xiaozhiou88@gmail.com (X. Ou); honglingli66@126.com (H. Li*) Orcid 0000-0001-6043-2348 (X.  ... 
dblp:conf/fire/OuL20 fatcat:jstfrlo4ancklohleseh6l76i4

Astralis @ HASOC 2020: Analysis On Identification Of Hate Speech In Indo-European Languages With Fine-Tuned Transformers

Hiren Madhu, Shrey Satapara, Harsh Rathod
2020 Forum for Information Retrieval Evaluation  
Our relative performance was better in Subtask B for all languages, with our best-performed system ranked in second position in German Subtask B.  ...  '20, Forum for Information Retrieval Evaluation, December 16-20, 2020, Hyderabad, India  ...  scoring in HASOC 2020.  ... 
dblp:conf/fire/MadhuSR20 fatcat:ydrtdy63b5e7zkbiabnhztlz44

Source Code Authorship Attribution using Stacked classifier

Chanchal Suman, Ayush Raj, Sriparna Saha, Pushpak Bhattacharyya
2020 Forum for Information Retrieval Evaluation  
We have applied this methodology to the dataset released by organizers of the AI-SOCO, a shared task of FIRE-2020.  ...  In this work, we have applied the tf-idf based mechanism for representing the given source code. Word and character n-grams are used for the generation of code vectors.  ...  The Authorship Identification of Forum for Information Retrieval Evaluation 2020, December 16-20, 2020, Hyderabad, India email: 1821cs11@iitp.ac.in (C. Suman); b518015@iiit-bh.ac.in (A.  ... 
dblp:conf/fire/SumanR0B20 fatcat:qgkvjfixdvbffpl4bo43dn4om4

Fake News Detection in the Urdu Language using CharCNN-RoBERTa

Nankai Lin, Sihui Fu, Shengyi Jiang
2020 Forum for Information Retrieval Evaluation  
In this article, we report the solution of the team BERT 4EVER for the Fake News Detection in the Urdu Language task in FIRE 2020, which aims to identify deceiving news articles in the Urdu language spread  ...  The authors would like to thank the anonymous reviewers for their valuable comments and suggestions.  ...  Acknowledgements This work was supported by the Key Field Project for Universities of Guangdong Province (No. 2019KZDZX1016), the National Natural Science Foundation of China (No. 61572145) and the National  ... 
dblp:conf/fire/LinFJ20 fatcat:uo7mjgj3sncprhcnkd45ms4ac4

JUNLP@Dravidian-CodeMix-FIRE2020: Sentiment Classification of Code-Mixed Tweets using Bi-Directional RNN and Language Tags [article]

Sainik Kumar Mahata, Dipankar Das, Sivaji Bandyopadhyay
2020 arXiv   pre-print
The presented algorithm, when evaluated on the test data, garnered precision, recall, and F1 scores of 0.59, 0.66, and 0.58 respectively.  ...  Sentiment analysis has been an active area of research in the past two decades and recently, with the advent of social media, there has been an increasing demand for sentiment analysis on social media  ...  FIRE2020: Forum for Information Retrieval Evaluation, December 16-20, 2020, Hyderabad, India sainik.mahata@gmail.com (S. K. Mahata); dipankar.dipnil2005@gmail.com (D.  ... 
arXiv:2010.10111v1 fatcat:itkfdmqojjeb5npfzv7ojrqsx4

Combining Textual Features for the Detection of Hateful and Offensive Language [article]

Sherzod Hakimov, Ralph Ewerth
2021 arXiv   pre-print
In this paper, we present an analysis of combining different textual features for the detection of hateful or offensive posts on Twitter.  ...  We provide a detailed experimental evaluation to understand the impact of each building block in a neural network architecture.  ...  Mehta (Eds.), FIRE 2020: Forum for Information Retrieval Evaluation, Hyderabad, India, December 16-20, 2020, ACM, 2020, pp. 29–32.  ... 
arXiv:2112.04803v1 fatcat:nwvs4vongnhubk2thtk2xlwysu

Pretrained Transformers for Offensive Language Identification in Tanglish [article]

Sean Benhur, Kanchana Sivanraju
2021 arXiv   pre-print
Our approach utilizes pooling the last layers of pretrained transformer multilingual BERT for this task which helped us achieve rank nine on the leaderboard with a weighted average score of 0.61 for the  ...  Furthermore, our approach to utilizing the pretrained models helps reuse our models for the same task with a different dataset.  ...  for Information Retrieval Evaluation, December 13-17, 2021, India " seanbenhur@gmail.com (S.  ... 
arXiv:2110.02852v4 fatcat:tsuszyi2grea5lqfflrn5ovadi

Judicial Efforts in Managing Groundwater in India: Human Rights Perspective

Sarvesh Kumar Shahi
2020 Zenodo  
India is known by its major rivers named Indus, Brahmaputra and Ganga in the north and Mahanadi, Godavari, Krishna and Cauveri in the middle and south India feeding 132.92 crores people exercising their  ...  It provided an overarching national legal framework for the protection, conservation, regulation and management of water as a vital but stressed natural resource, while including the management of river  ...  (last visited on March 20, 2020).  ... 
doi:10.5281/zenodo.4607296 fatcat:ztdo56dnv5ahdpysuqdpfymzlq

Innovative Practices in Banking, Management, IT, Education and Social Science

Dr. P S Aithal, Prof.Amith. D .Menezes
2020 Zenodo  
Insurance Regulatory Development Authority of India, Hyderabad. IRDA Journal-Various Issues. Meena, G.  ...  References Introduction: Learning is a continuous process to understand, acquire, consolidate, and retrieve information.  ...  In many cases, it's just as critical as it's in emerging technologies for ethics & risk evaluations. 1. Unemployment[6]: The job system mostly involves technology.  ... 
doi:10.5281/zenodo.3701339 fatcat:hryjjx6flnhfdmas6ahzavqsv4

KBCNMUJAL@HASOC-Dravidian-CodeMix-FIRE2020: Using Machine Learning for Detection of Hate Speech and Offensive Code-Mixed Social Media text [article]

Varsha Pathak, Manish Joshi, Prasad Joshi, Monica Mundada, Tanmay Joshi
2021 arXiv   pre-print
Retrieval Evaluation, December 16-20, 2020, Hyderabad, India.  ...  This paper describes the system submitted by our team, KBCNMUJAL, for Task 2 of the shared task Hate Speech and Offensive Content Identification in Indo-European Languages (HASOC), at Forum for Information  ...  The HASOC track has further introduced the shared task on Dravidian Code-Mixed text in FIRE 2020 [10] , including Malayalam and Tamil.  ... 
arXiv:2102.09866v1 fatcat:a3pgt3n555edraa6vka2czvxaq

XXIII ISPRS Congress, Proceedings and Results – Volume XLI, Part A, 2016

L. Halounová, C. Heipke, A. Radtke
2018 The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences  
Nominations for Council 16. Nominations for Financial Commission 2016 -2020 17. Nominations for the Fellows Committee 19. Discussion of Amendments to Statutes and Bylaws 20.  ...  ISPRS Greetings 35 Dec 9-14, 2014 Hyderabad, India ISPRS Commission VIII Symp.  ...  . 16.  ... 
doi:10.5194/isprs-archives-xli-a-1-2018 fatcat:hzsxrsslsfcxtmmcqlp46dgnky

ROLE ON GOODS AND SERVICES TAX (GST)

G.KARTHIYAYINI
2020 Zenodo  
By implementing the GST, India will gain $15 billion a year. Adoption and migration to the new GST system would involve teething troubles and learning for the entire ecosystem.  ...  In the GST system, taxes for both Centre and State will be collected at the point of sale.The introduction of the GST increased the costs of most consumer goods and services in India.  ...  Reduces cost E-Commerce helps organization to reduce the cost to create process, distribute, retrieve and manage the paper based information by digitizing the information.  ... 
doi:10.5281/zenodo.4301156 fatcat:vfamuhmeincaldxkpiogmksali

A Survey from Real-Time to Near Real-Time Applications in Fog Computing Environments

Eliza Gomes, Felipe Costa, Carlos De Rolt, Patricia Plentz, Mario Dantas
2021 Telecom  
This variability of concept has been due to the growing requirements for fast data communication and processing.  ...  Our research is important for the area of real-time systems since the concept of systems that respond in real time has presented various understandings and concepts.  ...  In Proceedings of the 11th Working Conference on Mining Software Repositories, Hyderabad, India, 31 May–1 June 2014; pp. 328–331. 17.  ... 
doi:10.3390/telecom2040028 fatcat:wb3s6sjwwzhpjios7x5diotcfu

Policy Forum: Promoting Tax Compliance by Regulating the Digital Economy—Quebec's Uber Initiative

Michaël Robert-Angers, Luc Godbout
2021 Canadian Tax Journal  
However, the growing use of such models creates many challenges for tax administrations.  ...  Digital business models facilitate transactions between individuals and make it easier to conduct business abroad without the need for a physical presence.  ...  News Release, December 15, 2020 (www.canada.ca/en/revenue-agency/news/2020/12/introducing-a -simplified-process-for-claiming-the-home-office-expenses-for-canadians-working-from -home-due-to-the-covid-  ... 
doi:10.32721/ctj.2021.69.2.pf.robert-angers.e fatcat:ye6uy62gozd5zhifu2gxarq5cq

Impact of Advertisement on Brand Preference of Beer Products with Reference to Hawassa City

Brehanu Borji, Shimeles Nega Amele
2021 Zenodo  
Measuring the impact of advertisement on consumers' brand preference is very essential for every marketer.  ...  However , only 346 duly filled in valid questionnaries were collected.Eventually, the study recommended appropriate actions for companies in refining their advertising strategies as a means of overcoming  ...  India is not the exception for such a technological innovation in information dissemination.  ... 
doi:10.5281/zenodo.4643076 fatcat:cvpz7yu7tfd4xiu4fcbvyfuhhu
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