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Forum for Information Retrieval Evaluation (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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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 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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Anaphora Resolution from Social Media Text in Indian Languages (SocAnaRes-IL)- Overview
Sobha Lalitha Devi

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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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CEREX@FIRE-2020: Overview of the Shared Task on Cause-effect Relation Extraction
Manjira Sinha | Tirthankar Dasgupta | Lipika Dey

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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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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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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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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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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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Fine-Tuning Textrank for Legal Document Summarization: A Bayesian Optimization Based Approach
Deepali Jain | Malaya Dutta Borah | Anupam Biswas

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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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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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Evaluating Professional Search: A German Construction Law Use Case
Wei Li | Gareth J. F. Jones


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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 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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UB at FIRE 2020 Precedent and Statute Retrieval
Tebo Leburu-Dingalo | Nkwebi Peace Motlogelwa | Edwin Thuma | Monkgogi Modongo

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Query Revaluation Method For Legal Information Retrieval
Liang Liu | Lexiao Liu | Zhongyuan Han

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Rhetorical Role Labelling for Legal Judgements Using ROBERTA
Soumayan Bandhu Majumder | Dipankar Das

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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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Best Matching Algorithm to Identify and Rank the Relevant Statutes
Kayalvizhi S | Thenmozhi D | Chandrabose Aravindan

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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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Document Level Embeddings for Identifying Similar Legal Cases and Laws
Intisar Almuslim | Diana Inkpen

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Language Model-based Approaches for Legal Assistance
Zhiran Li | Leilei Kong

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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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Artificial Intelligence as Legal Research Assistant
Jhanvi Arora | Tanay Patankar | Alay Shah | Shubham Joshi

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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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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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FIRE2020 AILA Track: Legal domain search with minimal domain knowledge
Tobias Fink | Gábor Recski | Allan Hanbury

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Retrieval Model and Classification Model for AILA2020
Menghan Wu | Zhengyu Wu | Xiangyu Wang | Zhongyuan Han

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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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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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YNU_OXZ at HASOC 2020: Multilingual Hate Speech and Offensive Content Identification based on XLM-RoBERTa
Xiaozhi Ou | Hongling Li

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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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IIIT_DWD@HASOC 2020: Identifying offensive content in Indo-European languages
Ankit Kumar Mishra | Sunil Saumya | Abhinav Kumar

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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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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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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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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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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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HASOCOne@FIRE-HASOC2020: Using BERT and Multilingual BERT models for Hate Speech Detection
Suman Dowlagar | Radhika Mamidi

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SSN_NLP_MLRG@HASOC-FIRE2020: Multilingual Hate Speech and Offensive Content Detection in Indo-European Languages using ALBERT
A. Kalaivani | D. Thenmozhi

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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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ZYJ at HASOC 2020: ALBERT-Based Model for Hate Speech and Offensive Content Identification
Yingjia Zhao | Xin Tao

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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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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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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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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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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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An Ensemble Model for Hate Speech and Offensive Content Identification in Indo-European Languages
M. D. Anusha | H. L. Shashirekha

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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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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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HateDetectors at HASOC 2020: Hate Speech Detection using Classical Machine learning and Transfer learning based approaches
Varsha Reddy | Surendra Telidevara

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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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Hate Speech and Offensive Content Identification: LSTM Based Deep Learning Approach @ HASOC 2020
Baidya Nath Saha | Apurbalal Senapati

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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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DLRG@HASOC 2020: A Hybrid Approach for Hate and Offensive Content Identification in Multilingual Tweets
Yashwanth Reddy B. | Ratnavel Rajalakshmi

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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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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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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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NLP-CIC at HASOC 2020: Multilingual Offensive Language Detection using All-in-one Model
Segun Taofeek Aroyehun | Alexander F. Gelbukh

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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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CUSAT_NLP@HASOC-Dravidian-CodeMix-FIRE2020: Identifying Offensive Language from Manglish Tweets
Sara Renjit | Sumam Mary Idicula

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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 Joshi | Prasad Joshi | Monica Mundada | Tanmay Joshi

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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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SSNCSE_NLP@HASOC-Dravidian-CodeMix-FIRE2020: Offensive Language Identification on Multilingual Code Mixing Text
Nitin Nikamanth Appiah Balaji | B. Bharathi

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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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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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YUN@HASOC-Dravidian-CodeMix-FIRE2020: A Multi-component Sentiment Analysis Model for Offensive Language Identification
Kunjie Dong | Yao Wang

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Zyy1510@HASOC-Dravidian-CodeMix-FIRE2020: An Ensemble Model for Offensive Language Identification
Yueying Zhu | Xiaobing Zhou

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Ajees@HASOC-Dravidian-CodeMix-FIRE2020
Ajees A. P

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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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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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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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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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Fake News Detection in the Urdu Language using CharCNN-RoBERTa
Nankai Lin | Sihui Fu | Shengyi Jiang

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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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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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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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SSNCSE_NLP@Fake news detection in the Urdu language (UrduFake) 2020
Nitin Nikamanth Appiah Balaji | B. Bharathi

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Learning Models for Urdu Fake News Detection
Fazlourrahman Balouchzahi | H. L. Shashirekha

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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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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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MUCS@Dravidian-CodeMix-FIRE2020: SACO-SentimentsAnalysis for CodeMix Text
Fazlourrahman Balouchzahi | H. L. Shashirekha

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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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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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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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JudithJeyafreeda@Dravidian-CodeMix-FIRE2020: Sentiment Analysis of YouTube Comments for Dravidian Languages
Judith Jeyafreeda Andrew

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SSN_NLP_MLRG@Dravidian-CodeMix-FIRE2020: Sentiment Code-Mixed Text Classification in Tamil and Malayalam using ULMFiT
A. Kalaivani | D. Thenmozhi

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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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PITS@Dravidian-CodeMix-FIRE2020: Traditional Approach to Noisy Code-Mixed Sentiment Analysis
Nikita Kanwar | Megha Agarwal | Rajesh Kumar Mundotiya

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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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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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YNU@Dravidian-CodeMix-FIRE2020: XLM-RoBERTa for Multi-language Sentiment Analysis
Xiaozhi Ou | Hongling Li

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CIA_NITT@Dravidian-CodeMix-FIRE2020: Malayalam-English Code Mixed Sentiment Analysis Using Sentence BERT And Sentiment Features
Yandrapati Prakash Babu | Rajagopal Eswari | K. Nimmi

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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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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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SA_SVG@Dravidian-CodeMix-FIRE2020: Deep Learning Based Sentiment Analysis in Code-mixed Tamil-English Text
Anbukkarasi S | Varadhaganapathy S

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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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UMSNH-INFOTEC@Dravidian-CodeMix-FIRE2020: An ensemble approach based on a multiple text representations
José Ortiz-Bejar | Jesus Ortiz-Bejar | Jaime Cerda-Jacabo | Mario Graff | Eric Sadit Tellez

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TADS@Dravidian-CodeMix-FIRE2020: Sentiment Analysis on CodeMix Dravidian Language
Deepesh Sharma

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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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YUN111@Dravidian-CodeMix-FIRE2020: Sentiment Analysis of Dravidian Code Mixed Text
Yueying Zhu | Kunjie Dong

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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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NUIG-Shubhanker@Dravidian-CodeMix- FIRE2020: Sentiment Analysis of Code-Mixed Dravidian text using XLNet
Shubhanker Banerjee | Arun Jayapal | Sajeetha Thavareesan

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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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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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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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Boosting a kNN Classifier by improving Feature Extraction for Authorship Identification of Source Code
Yves Bestgen

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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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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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Embedding-based Authorship Identification of Source Code
Asrita Venkata Mandalam | Abhishek

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Source Code Authorship Attribution using Stacked classifier
Chanchal Suman | Ayush Raj | Sriparna Saha | 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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SSNCSE_NLP@Authorship Identification of SOurce COde (AI-SOCO) 2020
Nitin Nikamanth Appiah Balaji | B. Bharathi

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SSN_NLP@FIRE2020 : Automatic Extraction of Causal Relations Using Deep Learning and Machine Translation Approaches
Thenmozhi D | Arunima S. | Amlan Sengupta | Avantika Balaji

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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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Causality Detection for Causality-driven Adhoc Information Retrieval Task
Chuan-An Lin | Yi Zhang

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Preliminary Investigation on Causality Information Retrieval
Pankaj Dadure | Partha Pakray | Sivaji Bandyopadhyay

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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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DCU at the FIRE 2020 Retrieval from Conversational Dialogues (RCD) task
Abhishek Kaushik | Vishal Bhat Ramachandra | Gareth J. F. Jones

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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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Non-neural Structured Prediction for Event Detection from News in Indian Languages
Shubhanshu Mishra

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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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An Approach for Event Detection from News in Indian Languages using Linear SVC
Fazlourrahman Balouchzahi | H. L. Shashirekha

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Event Detection from News in Indian Languages using Similarity Based Pattern Finding Approach
Shubham Basak

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Preface