Forum for Information Retrieval Evaluation (FIRE) (2020)

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FIRE 2020: Forum for Information Retrieval Evaluation, Hyderabad, India, December 16-20, 2020

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FIRE 2020: Forum for Information Retrieval Evaluation, Hyderabad, India, December 16-20, 2020
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Overview of the HASOC Track at FIRE 2020: Hate Speech and Offensive Language Identification in Tamil, Malayalam, Hindi, English and German.
Thomas Mandl|Sandip Modha|Anand Kumar M|Bharathi Raja Chakravarthi
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Evaluating Professional Search: A German Construction Law Use Case.
Wei Li|Gareth J. F. Jones
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UrduFake@FIRE2020: Shared Track on Fake News Identification in Urdu.
Maaz Amjad|Grigori Sidorov|Alisa Zhila|Alexander F. Gelbukh|Paolo Rosso
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FIRE 2020 AILA Track: Artificial Intelligence for Legal Assistance.
Paheli Bhattacharya|Parth Mehta|Kripabandhu Ghosh|Saptarshi Ghosh|Arindam Pal|Arnab Bhattacharya|Prasenjit Majumder
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Overview of the track on Sentiment Analysis for Dravidian Languages in Code-Mixed Text.
Bharathi Raja Chakravarthi|Ruba Priyadharshini|Vigneshwaran Muralidaran|Shardul Suryawanshi|Navya Jose|Elizabeth Sherly|John P. McCrae
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Overview of the Causality-driven Adhoc Information Retrieval (CAIR) task at FIRE-2020.
Suchana Datta|Debasis Ganguly|Dwaipayan Roy|Derek Greene|Charles Jochim|Francesca Bonin
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FIRE 2020 EDNIL Track: Event Detection from News in Indian Languages.
Bhargav Dave|Surupendu Gangopadhyay|Prasenjit Majumder|Pushpak Bhattacharya|Sudeshna Sarkar|Sobha Lalitha Devi
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Anaphora Resolution from Social Media Text in Indian Languages (SocAnaRes-IL)- Overview.
Sobha Lalitha Devi
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Overview of the PAN@FIRE 2020 Task on the Authorship Identification of SOurce COde.
Ali Fadel|Husam Musleh|Ibraheem Tuffaha|Mahmoud Al-Ayyoub|Yaser Jararweh|Elhadj Benkhelifa|Paolo Rosso
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Overview of RCD-2020, the FIRE-2020 track on Retrieval from Conversational Dialogues.
Debasis Ganguly|Dipasree Pal|Manisha Verma|Procheta Sen
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Fine-Tuning Textrank for Legal Document Summarization: A Bayesian Optimization Based Approach.
Deepali Jain|Malaya Dutta Borah|Anupam Biswas
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On the Evaluation of Data Fusion for Information Retrieval.
David Lillis
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Performance Gain in Low Resource MT with Transfer Learning: An Analysis concerning Language Families.
Sainik Kumar Mahata|Subhabrata Dutta|Dipankar Das|Sivaji Bandyopadhyay
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Unsupervised Legal Concept Extraction from Indian Case Documents using Statutes.
Riya Sanjay Podder|Paheli Bhattacharya
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CEREX@FIRE-2020: Overview of the Shared Task on Cause-effect Relation Extraction.
Manjira Sinha|Tirthankar Dasgupta|Lipika Dey
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Bi-directional Encoder Representation of Transformer model for Sequential Music Recommender System.
Naina Yadav|Anil Kumar Singh

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Working Notes of FIRE 2020 - Forum for Information Retrieval Evaluation, Hyderabad, India, December 16-20, 2020.

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Working Notes of FIRE 2020 - Forum for Information Retrieval Evaluation, Hyderabad, India, December 16-20, 2020.
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Overview of the HASOC track at FIRE 2020: Hate Speech and Offensive Content Identification in Indo-European Languages.
Thomas Mandl|Sandip Modha|Gautam Kishore Shahi|Amit Kumar Jaiswal|Durgesh Nandini|Daksh Patel|Prasenjit Majumder|Johannes Schäfer
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DCU at the FIRE 2020 Retrieval from Conversational Dialogues (RCD) task.
Abhishek Kaushik|Vishal Bhat Ramachandra|Gareth J. F. Jones
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Document Level Embeddings for Identifying Similar Legal Cases and Laws.
Intisar Almuslim|Diana Inkpen
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Overview of the Shared Task on Fake News Detection in Urdu at FIRE 2020.
Maaz Amjad|Grigori Sidorov|Alisa Zhila|Alexander F. Gelbukh|Paolo Rosso
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JudithJeyafreeda@Dravidian-CodeMix-FIRE2020: Sentiment Analysis of YouTube Comments for Dravidian Languages.
Judith Jeyafreeda Andrew
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An Ensemble Model for Hate Speech and Offensive Content Identification in Indo-European Languages.
M. D. Anusha|H. L. Shashirekha
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Gauravarora@HASOC-Dravidian-CodeMix- FIRE2020: Pre-training ULMFiT on Synthetically Generated Code-Mixed Data for Hate Speech Detection.
Gaurav Arora
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Artificial Intelligence as Legal Research Assistant.
Jhanvi Arora|Tanay Patankar|Alay Shah|Shubham Joshi
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NLP-CIC at HASOC 2020: Multilingual Offensive Language Detection using All-in-one Model.
Segun Taofeek Aroyehun|Alexander F. Gelbukh
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Feature Fusion with Hand-crafted and Transfer Learning Embeddings for Cause-Effect Relation Extraction.
Abdul Aziz|Afrin Sultana|Md. Akram Hossain|Nabila Ayman|Abu Nowshed Chy
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CIA_NITT@Dravidian-CodeMix-FIRE2020: Malayalam-English Code Mixed Sentiment Analysis Using Sentence BERT And Sentiment Features.
Yandrapati Prakash Babu|Eswari Rajagopal|K. Nimmi
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SSNCSE_NLP@HASOC-Dravidian-CodeMix-FIRE2020: Offensive Language Identification on Multilingual Code Mixing Text.
Nitin Nikamanth Appiah Balaji|B. Bharathi
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SSNCSE_NLP@Fake news detection in the Urdu language (UrduFake) 2020.
Nitin Nikamanth Appiah Balaji|B. Bharathi
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SSNCSE_NLP@Authorship Identification of SOurce COde (AI-SOCO) 2020.
Nitin Nikamanth Appiah Balaji|B. Bharathi
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Legal Information Retrieval and Rhetorical Role Labelling for Legal Judgements.
Nitin Nikamanth Appiah Balaji|B. Bharathi|J. Bhuvana
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SSNCSE_NLP@Dravidian-CodeMix-FIRE2020: Sentiment Analysis for Dravidian Languages in Code-Mixed Text.
Nitin Nikamanth Appiah Balaji|B. Bharathi|Bhuvana J
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LAs for HASOC - Learning Approaches for Hate Speech and Offensive Content Identification.
Fazlourrahman Balouchzahi|H. L. Shashirekha
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Learning Models for Urdu Fake News Detection.
Fazlourrahman Balouchzahi|H. L. Shashirekha
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MUCS@Dravidian-CodeMix-FIRE2020: SACO-SentimentsAnalysis for CodeMix Text.
Fazlourrahman Balouchzahi|H. L. Shashirekha
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An Approach for Event Detection from News in Indian Languages using Linear SVC.
Fazlourrahman Balouchzahi|H. L. Shashirekha
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NUIG-Shubhanker@Dravidian-CodeMix- FIRE2020: Sentiment Analysis of Code-Mixed Dravidian text using XLNet.
Shubhanker Banerjee|Arun Jayapal|Sajeetha Thavareesan
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IIITG-ADBU@HASOC-Dravidian-CodeMix-FIRE2020: Offensive Content Detection in Code-Mixed Dravidian Text.
Arup Baruah|Kaushik Amar Das|Ferdous Ahmed Barbhuiya|Kuntal Dey
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Event Detection from News in Indian Languages using Similarity Based Pattern Finding Approach.
Shubham Basak
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Boosting a kNN Classifier by improving Feature Extraction for Authorship Identification of Source Code.
Yves Bestgen
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Overview of the FIRE 2020 AILA Track: Artificial Intelligence for Legal Assistance.
Paheli Bhattacharya|Parth Mehta|Kripabandhu Ghosh|Saptarshi Ghosh|Arindam Pal|Arnab Bhattacharya|Prasenjit Majumder
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DLRG@HASOC 2020: A Hybrid Approach for Hate and Offensive Content Identification in Multilingual Tweets.
Yashwanth Reddy B.|Ratnavel Rajalakshmi
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Overview of the track on HASOC-Offensive Language Identification-DravidianCodeMix.
Bharathi Raja Chakravarthi|Anand Kumar M|John P. McCrae|B. Premjith|K. P. Soman|Thomas Mandl
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Overview of the track on Sentiment Analysis for Dravidian Languages in Code-Mixed Text.
Bharathi Raja Chakravarthi|Ruba Priyadharshini|Vigneshwaran Muralidaran|Shardul Suryawanshi|Navya Jose|Elizabeth Sherly|John P. McCrae
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IRLab@IITBHU@Dravidian-CodeMix-FIRE2020: Sentiment Analysis for Dravidian Languages in Code-Mixed Text.
Supriya Chanda|Sukomal Pal
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UoB at AI-SOCO 2020: Approaches to Source Code Classification and the Surprising Power of n-grams.
Alexander Crosby|Harish Tayyar Madabushi
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Preliminary Investigation on Causality Information Retrieval.
Pankaj Dadure|Partha Pakray|Sivaji Bandyopadhyay
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Overview of the FIRE 2020 EDNIL Track: Event Detection from News in Indian Languages.
Bhargav Dave|Surupendu Gangopadhyay|Prasenjit Majumder|Pushpak Bhattacharya|Sudeshna Sarkar|Sobha Lalitha Devi
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YUN@HASOC-Dravidian-CodeMix-FIRE2020: A Multi-component Sentiment Analysis Model for Offensive Language Identification.
Kunjie Dong|Yao Wang
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HASOCOne@FIRE-HASOC2020: Using BERT and Multilingual BERT models for Hate Speech Detection.
Suman Dowlagar|Radhika Mamidi
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CMSAOne@Dravidian-CodeMix-FIRE2020: A Meta Embedding and Transformer model for Code-Mixed Sentiment Analysis on Social Media Text.
Suman Dowlagar|Radhika Mamidi
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SSN_NLP@FIRE2020 : Automatic Extraction of Causal Relations Using Deep Learning and Machine Translation Approaches.
Thenmozhi Durairaj|Arunima S.|Amlan Sengupta|Avantika Balaji
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Chrestotes@HASOC 2020: Bert Fine-tuning for the Identification of Hate Speech and Offensive Language in Indo-European Languages.
Tochukwu Ezike|Manikan Sivanesan
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Overview of the PAN@FIRE 2020 Task on the Authorship Identification of SOurce COde.
Ali Fadel|Husam Musleh|Ibraheem Tuffaha|Mahmoud Al-Ayyoub|Yaser Jararweh|Elhadj Benkhelifa|Paolo Rosso
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FIRE2020 AILA Track: Legal domain search with minimal domain knowledge.
Tobias Fink|Gábor Recski|Allan Hanbury
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Legal text classification model based on text statistical features and deep semantic features.
Jiaming Gao|Hui Ning|Zhongyuan Han|Leilei Kong|Haoliang Qi
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UMUTeam at AI-SOCO'2020: Source Code Authorship Identification based on Character N-Grams and Author's Traits.
José Antonio García-Díaz|Rafael Valencia-García
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Ranking-based and Classification-based Approaches for Code Author Identification.
Zhongyuan Han|Tang Li|Xiangyu Wang|Yujie Xu|Menghan Wu|Zhiran Li|Zhengyu Wu|Yong Han
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Hub@HASOC 2020: Fine-tuning Pre-Trained Transformer Language Models for Hate Speech and Offensive Content Identification in Indo-European Languages.
Bo Huang|Yang Bai
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LucasHub@Dravidian-CodeMix-FIRE2020: Sentiment Analysis on Multilingual Code Mixing Text with M-BERT and XLM-RoBERTa.
Bo Huang|Yang Bai
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Spectre@AILA-FIRE2020: Supervised Rhetorical Role Labeling for Legal Judgments using Transformers.
Racchit Jain|Abhishek Agarwal|Yashvardhan Sharma
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SSN_NLP_MLRG@HASOC-FIRE2020: Multilingual Hate Speech and Offensive Content Detection in Indo-European Languages using ALBERT.
Kalaivani Adaikkan|Durairaj Thenmozhi
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SSN_NLP_MLRG@Dravidian-CodeMix-FIRE2020: Sentiment Code-Mixed Text Classification in Tamil and Malayalam using ULMFiT.
Kalaivani Adaikkan|Durairaj Thenmozhi
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PITS@Dravidian-CodeMix-FIRE2020: Traditional Approach to Noisy Code-Mixed Sentiment Analysis.
Nikita Kanwar|Megha Agarwal|Rajesh Kumar Mundotiya
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Urdu Fake News Detection using Generalized Autoregressors.
Abdullah Faiz Ur Rahman Khilji|Sahinur Rahman Laskar|Partha Pakray|Sivaji Bandyopadhyay
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Parameswari_faith_nagaraju@Dravidian-CodeMix-FIRE: A machine-learning approach using n-grams in sentiment analysis for code-mixed texts: A case study in Tamil and Malayalam.
Parameswari Krishnamurthy|Faith Varghese|Nagaraju Vuppala
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AI_ML_NIT_Patna @HASOC 2020: BERT Models for Hate Speech Identification in Indo-European Languages.
Kirti Kumari|Jyoti Prakash Singh
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ComMA@FIRE 2020: Exploring Multilingual Joint Training across different Classification Tasks.
Ritesh Kumar|Bornini Lahiri|Atul Kr. Ojha|Akanksha Bansal
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NITP-AI-NLP@HASOC-FIRE2020: Fine Tuned BERT for the Hate Speech and Offensive Content Identification from Social Media.
Abhinav Kumar|Sunil Saumya|Jyoti Prakash Singh
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NITP-AI-NLP@HASOC-Dravidian-CodeMix-FIRE2020: A Machine Learning Approach to Identify Offensive Languages from Dravidian Code-Mixed Text.
Abhinav Kumar|Sunil Saumya|Jyoti Prakash Singh
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NITP-AI-NLP@UrduFake-FIRE2020: Multi-layer Dense Neural Network for Fake News Detection in Urdu News Articles.
Abhinav Kumar|Sunil Saumya|Jyoti Prakash Singh
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NITP-AI-NLP@Dravidian-CodeMix-FIRE2020: A Hybrid CNN and Bi-LSTM Network for Sentiment Analysis of Dravidian Code-Mixed Social Media Posts.
Abhinav Kumar|Sunil Saumya|Jyoti Prakash Singh
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Theedhum Nandrum@Dravidian-CodeMix-FIRE2020: A Sentiment Polarity Classifier for YouTube Comments with Code-switching between Tamil Malayalam and English.
BalaSundaraRaman Lakshmanan|Sanjeeth Kumar Ravindranath
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UB at FIRE 2020 Precedent and Statute Retrieval.
Tebo Leburu-Dingalo|Nkwebi Peace Motlogelwa|Edwin Thuma|Monkgogi Modongo
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Language Model-based Approaches for Legal Assistance.
Zhiran Li|Leilei Kong
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Fake News Detection in the Urdu Language using CharCNN-RoBERTa.
Nankai Lin|Sihui Fu|Shengyi Jiang
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Causality Detection for Causality-driven Adhoc Information Retrieval Task.
Chuan-An Lin|Yi Zhang
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Query Revaluation Method For Legal Information Retrieval.
Liang Liu|Lexiao Liu|Zhongyuan Han
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Lee@HASOC2020: ALBERT-based Max Ensemble with Self-training for Identifying Hate Speech and Offensive Content in Indo-European Languages.
Junyi Li|Tianzi Zhao
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Astralis @ HASOC 2020: Analysis On Identification Of Hate Speech In Indo-European Languages With Fine-Tuned Transformers.
Hiren Madhu|Shrey Satapara|Harsh Rathod
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JUNLP@Dravidian-CodeMix-FIRE2020: Sentiment Classification of Code-Mixed Tweets using Bi-Directional RNN and Language Tags.
Sainik Kumar Mahata|Dipankar Das|Sivaji Bandyopadhyay
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Rhetorical Role Labelling for Legal Judgements Using ROBERTA.
Soumayan Bandhu Majumder|Dipankar Das
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Embedding-based Authorship Identification of Source Code.
Asrita Venkata Mandalam|Abhishek
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Non-neural Structured Prediction for Event Detection from News in Indian Languages.
Shubhanshu Mishra
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IIIT_DWD@HASOC 2020: Identifying offensive content in Indo-European languages.
Ankit Kumar Mishra|Sunil Saumya|Abhinav Kumar
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TUB at HASOC 2020: Character based LSTM for Hate Speech Detection in Indo-European Languages.
Salar Mohtaj|Vinicius Woloszyn|Sebastian Möller
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IRIT-PREVISION AT HASOC 2020: Fine-tuning BERT for Hate Speech and Offensive Content Identification.
Josiane Mothe|Pratik Parikh|Faneva Ramiandrisoa
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A Study on Lemma vs Stem for Legal Information Retrieval Using R Tidyverse.
Giorgio Maria Di Nunzio
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UMSNH-INFOTEC@Dravidian-CodeMix-FIRE2020: An ensemble approach based on a multiple text representations.
José Ortiz-Bejar|Jesus Ortiz-Bejar|Jaime Cerdá Jacobo|Mario Graff|Eric Sadit Tellez
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YNU_OXZ at HASOC 2020: Multilingual Hate Speech and Offensive Content Identification based on XLM-RoBERTa.
Xiaozhi Ou|Hongling Li
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YNU@Dravidian-CodeMix-FIRE2020: XLM-RoBERTa for Multi-language Sentiment Analysis.
Xiaozhi Ou|Hongling Li
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Ajees@HASOC-Dravidian-CodeMix-FIRE2020.
Ajees A. P
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KBCNMUJAL@HASOC-Dravidian-CodeMix-FIRE2020: Using Machine Learning for Detection of Hate Speech and Offensive Codemix Social Media text.
Varsha M. Pathak|Manish R. Joshi|Prasad Joshi|Monica Mundada|Tanmay Joshi
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Simon@HASOC 2020: Detecting Hate Speech and Offensive Content in German Language with BERT and Ensembles.
Qinyu Que|Ruijie Sun|Shasha Xie
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NSIT & IIITDWD @ HASOC 2020: Deep learning model for hate-speech identification in Indo-European languages.
Roushan Raj|Shivangi Srivastava|Sunil Saumya
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WLV-RIT at HASOC-Dravidian-CodeMix-FIRE2020: Offensive Language Identification in Code-switched YouTube Comments.
Tharindu Ranasinghe|Sarthak Gupte|Marcos Zampieri|Ifeoma Nwogu
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JU at HASOC 2020: Deep Learning with RoBERTa and Random Forest for Hate Speech and Offensive Content Identification in Indo-European Languages.
Biswarup Ray|Avishek Garain
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A GRU-based Fake News Prediction System: Working Notes for UrduFake-FIRE 2020.
Saichethan Miriyala Reddy|Chanchal Suman|Sriparna Saha|Pushpak Bhattacharyya
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HateDetectors at HASOC 2020: Hate Speech Detection using Classical Machine learning and Transfer learning based approaches.
Varsha Reddy|Surendra Telidevara
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CUSAT_NLP@HASOC-Dravidian-CodeMix-FIRE2020: Identifying Offensive Language from Manglish Tweets.
Sara Renjit|Sumam Mary Idicula
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Leveraging Multilingual Transformers for Hate Speech Detection.
Sayar Ghosh Roy|Ujwal Narayan|Tathagata Raha|Zubair Abid|Vasudeva Varma
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Hate Speech and Offensive Content Identification: LSTM Based Deep Learning Approach @ HASOC 2020.
Baidya Nath Saha|Apurbalal Senapati
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Siva@HASOC-Dravidian-CodeMix-FIRE-2020: Multilingual Offensive Speech Detection in Code-mixed and Romanized Text.
Siva Sai|Yashvardhan Sharma
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IRLab@IITV@Dravidian-CodeMix-FIRE2020: Sentiment Analysis on Multilingual Code Mixing Text Using BERT-BASE.
Anita Saroj|Sukomal Pal
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Best Matching Algorithm to Identify and Rank the Relevant Statutes.
Kayalvizhi S|Thenmozhi D|Chandrabose Aravindan
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TADS@Dravidian-CodeMix-FIRE2020: Sentiment Analysis on CodeMix Dravidian Language.
Deepesh Sharma
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Bits2020@Dravidian-CodeMix-FIRE2020: Sub-Word Level Sentiment Analysis of Dravidian Code Mixed Data.
Yashvardhan Sharma|Asrita Venkata Mandalam
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Huiping Shi@HASOC 2020: Multi-Top k Self-Attention with K-Max pooling for discrimination between Hate profane and offensive posts.
Huiping Shi|Xiaobing Zhou
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CFILT IIT Bombay at HASOC 2020: Joint multitask learning of multilingual hate speech and offensive content detection system.
Pankaj Singh|Pushpak Bhattacharyya
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CFILT IIT Bombay@HASOC-Dravidian-CodeMix FIRE 2020: Assisting ensemble of transformers with random transliteration.
Pankaj Singh|Pushpak Bhattacharyya
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Attention based Anaphora Resolution for Code-Mixed Social Media Text for Hindi Language.
Sandhya Singh|Kevin Patel|Pushpak Bhattacharyya
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Kode_Stylers: Author Identification through Naturalness of Code: An Ensemble Approach.
Panyawut Sriiesaranusorn|Supatsara Wattanakriengkrai|Teyon Son|Takeru Tanaka|Christopher Wiraatmaja|Takashi Ishio|Raula Gaikovina Kula
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SA_SVG@Dravidian-CodeMix-FIRE2020: Deep Learning Based Sentiment Analysis in Code-mixed Tamil-English Text.
Anbukkarasi S|Varadhaganapathy S
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Source Code Authorship Attribution using Stacked classifier.
Chanchal Suman|Ayush Raj|Sriparna Saha|Pushpak Bhattacharyya
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HIT_SUN@Dravidian-CodeMix-FIRE2020: Sentiment Analysis on Multilingual Code-Mixing Text Base on BERT.
Huilin Sun|Jiaming Gao|Fang Sun
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SRJ @ Dravidian-CodeMix-FIRE2020: Automatic Classification and Identification Sentiment in Code-mixed Text.
Ruijie Sun|Xiaobing Zhou
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HRS-TECHIE@Dravidian-CodeMix and HASOC-FIRE2020: Sentiment Analysis and Hate Speech Identification using Machine Learning Deep Learning and Ensemble Models.
Sridhar Swaminathan|Hari Krishnan Ganesan|Radhakrishnan Pandiyarajan
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CENMates@HASOC-Dravidian-CodeMix-FIRE2020: Offensive Language Identification on Code-mixed Social Media Comments.
Veena P. V|Praveena Ramanan|Remmiya Devi G
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Retrieval Model and Classification Model for AILA2020.
Menghan Wu|Zhengyu Wu|Xiangyu Wang|Zhongyuan Han
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Preface.
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The Language Model for Legal Retrieval and Bert-based Model for Rhetorical Role Labeling for Legal Judgments.
Yujie Xu|Tang Li|Zhongyuan Han
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yasuo at HASOC2020: Fine-tune XML-RoBERTa for Hate Speech Identification.
Li Xu|Jun Xeng|Shi Chen
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N-gram-based Authorship Identification of Source Code.
Yunpeng Yang|Leilei Kong|Zhongyua Han|Yong Han|Haoliang Qi
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Team Alexa at Authorship Identification of SOurce Code (AI-SOCO).
Mutaz Bni Younes|Nour Al-Khdour
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YUN_DE at HASOC2020 subtask A: Multi-Model Ensemble Learning for Identifying Hate Speech and Offensive Language.
Zichen Zhang|Yuhang Wu|Hao Wu
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ZYJ at HASOC 2020: ALBERT-Based Model for Hate Speech and Offensive Content Identification.
Yingjia Zhao|Xin Tao
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Zeus at HASOC 2020: Hate speech detection based on ALBERT-DPCNN.
Siyao Zhou|Rui Fu|Jie Li
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YUN111@Dravidian-CodeMix-FIRE2020: Sentiment Analysis of Dravidian Code Mixed Text.
Yueying Zhu|Kunjie Dong
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Zyy1510@HASOC-Dravidian-CodeMix-FIRE2020: An Ensemble Model for Offensive Language Identification.
Yueying Zhu|Xiaobing Zhou