Forum for Information Retrieval Evaluation (FIRE) (2022)

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Proceedings of the 14th Annual Meeting of the Forum for Information Retrieval Evaluation, FIRE 2022, Kolkata, India, December 9-13, 2022

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Proceedings of the 14th Annual Meeting of the Forum for Information Retrieval Evaluation, FIRE 2022, Kolkata, India, December 9-13, 2022
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Design Considerations for a Sustainable Scholarly Big Data Service.
Jian Wu|Shaurya Rohatgi|Manoj K. Angadi|Kavya S. Puranik|C. Lee Giles
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EmoThreat@FIRE2022: Shared Track on Emotions and Threat Detection in Urdu.
Sabur Butt|Maaz Amjad|Fazlourrahman Balouchzahi|Noman Ashraf|Rajesh Sharma|Grigori Sidorov|Alexander F. Gelbukh
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A Multilingual Dataset for Identification of Factual Claims in Indian Twitter.
Subhabrata Dutta|Rudra Dhar|Prantik Guha|Arpan Murmu|Dipankar Das
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"If you can't beat them, join them": A Word Transformation based Generalized Skip-gram for Embedding Compound Words.
Debasis Ganguly|Shripad Bhat|Chandan Biswas
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Topic-Mono-BERT: A Joint Retrieval-Clustering System for Retrieving Overview Passages.
Sumanta Kashyapi|Laura Dietz
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Causal Categorization of Mental Health Posts using Transformers.
Simranjeet Kaur|Ritika Bhardwaj|Aastha Jain|Muskan Garg|Chandni Saxena
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Can we predict useful comments in source codes? - Analysis of findings from Information Retrieval in Software Engineering Track @ FIRE 2022.
Srijoni Majumdar|Ayan Bandyopadhyay|Partha Pratim Das|Paul D. Clough|Samiran Chattopadhyay|Prasenjit Majumder
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Three Metrics for Musical Chord Label Evaluation.
Andrew McLeod|Xavier Suermondt|Yannis Rammos|Steffen A. Herff|Martin A. Rohrmeier
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Findings of shared task on Sentiment Analysis and Homophobia Detection of YouTube Comments in Code-Mixed Dravidian Languages.
Subalalitha Chinnaudayar Navaneethakrishnan|Bharathi Raja Chakravarthi|Kogilavani Shanmugavadivel|Malliga Subramanian|Prasanna Kumar Kumaresan|B. Bharathi|Lavanya Sambath Kumar|Rahul Ponnusamy
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NrityaManch: An Annotation and Retrieval System for Bharatanatyam Dance.
Soumen Paul|Rounak Saha|Swarup Padhi|Srijoni Majumdar|Partha Pratim Das|K. Sreenivasa Rao
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Overview of the FIRE 2022 track: Information Retrieval from Microblogs during Disasters (IRMiDis).
Soham Poddar|Moumita Basu|Kripabandhu Ghosh|Saptarshi Ghosh
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Classification of Waste Materials using CNN Based on Transfer Learning.
Sujan Poudel|Prakash Poudyal
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Evaluating Impact of Social Media Posts by Executives on Stock Prices.
Anubhav Sarkar|Swagata Chakraborty|Sohom Ghosh|Sudip Kumar Naskar
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Overview of the HASOC Subtrack at FIRE 2022: Hate Speech and Offensive Content Identification in English and Indo-Aryan Languages.
Shrey Satapara|Prasenjit Majumder|Thomas Mandl|Sandip Modha|Hiren Madhu|Tharindu Ranasinghe|Marcos Zampieri|Kai North|Damith Premasiri
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FIRE 2022 ILSUM Track: Indian Language Summarization.
Shrey Satapara|Bhavan Modha|Sandip Modha|Parth Mehta
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Extracting Ironic Tweets using Experts Model.
Nagamani Yeruva|Sarada Venna|Hemalatha Indukuri|Mounika Marreddy
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Triplet Loss based Siamese Networks for Automatic Short Answer Grading.
Nagamani Yeruva|Sarada Venna|Hemalatha Indukuri|Mounika Marreddy

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Working Notes of FIRE 2022 - Forum for Information Retrieval Evaluation, Kolkata, India, December 9-13, 2022.

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Working Notes of FIRE 2022 - Forum for Information Retrieval Evaluation, Kolkata, India, December 9-13, 2022.
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A Machine Learning Approach for COVID-19 Tweet Classification.
Subinay Adhikary
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Abstractive Text Summarization for Hindi Language using IndicBART.
Arjit Agarwal|Soham Naik|Sheetal S. Sonawane
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Leveraging BERT, MWE, and ML Models to Detect Emotions and Threats in Urdu.
Bénédicte Diot-Parvaz Ahmad|Pierre Magistry|Ilaine Wang|Damien Nouvel
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A Sequential DNN for Sentiment Analysis of Dravidian Code-Mixed Language Comments on YouTube.
Aaron Samuel A|Lavanya Sambath Kumar|Subalalitha Chinnaudayar Navaneethakrishnan|Ratnasingam Sakuntharaj
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COVID-19 vaccine stance classification from tweets.
Sumanth Balaji|Sagar Joshi|Aditya Hari|Abhijeeth Singam|Vasudeva Varma
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Detecting COVID-19 Vaccine Stance and Symptom Reporting from Tweets using Contextual Embeddings.
Akshit Bansal|Rohit Jain|Jatin Bedi
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Confirming the Effectiveness of a Simple Language-Agnostic Yet Very Strong System for Hate Speech and Offensive Content Identification.
Yves Bestgen
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Emotions & Threat Detection in Urdu using Transformer Based Models.
Anik Basu Bhaumik|Mithun Das
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CTC: COVID-19 Tweet Classification using CT-BERT.
Shivangi Bithel
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Overview of EmoThreat: Emotions and Threat Detection in Urdu at FIRE 2022.
Sabur Butt|Maaz Amjad|Fazlourrahman Balouchzahi|Noman Ashraf|Rajesh Sharma|Grigori Sidorov|Alexander F. Gelbukh
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Exploring Text Summarization Models for Indian Languages.
Shayak Chakraborty|Darsh Kaushik|Sahinur Rahman Laskar|Partha Pakray
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Sentiment Analysis and Homophobia detection of Code-Mixed Dravidian Languages leveraging pre-trained model and word-level language tag.
Supriya Chanda|Anshika Mishra|Sukomal Pal
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Coarse and Fine-Grained Conversational Hate Speech and Offensive Content Identification in Code-Mixed Languages using Fine-Tuned Multilingual Embedding.
Supriya Chanda|Sacchit D. Sheth|Sukomal Pal
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A Twitter BERT Approach for Offensive Language Detection in Marathi.
Tanmay Chavan|Shantanu Patankar|Aditya Kane|Omkar Gokhale|Raviraj Joshi
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Mixture Models based on BERT for Hate Speech Detection.
Haoyang Chen|Zhongyuan Han|Leilei Kong|Zhijie Zhang|Zengyao Li|Mingcan Guo|Haoliang Qi
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Need for Vision: A data-centric approach towards analysing impact of COVID-19.
Kaustav Das
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Exploring Transformer-Based Models for Automatic Useful Code Comments Detection.
Mithun Das|Subhadeep Chatterjee
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Anaphora Resolution from Social Media Text in Indian Languages (SocAnaRes-IL) : 2 nd Edition-Overview.
Sobha Lalitha Devi
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Sentiment Analysis of YouTube comments in Dravidian Code-Mixed Language using Deep Neural Network.
N. Muhammad Fadil|Lavanya S. K
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Exploring Language Independent Linguistic Features and Transformers in a Multi-label Emotion Detection Challenge in Urdu using Nastalīq Script.
José Antonio García-Díaz|Manuel Valencia-García|Gema Alcaraz-Mármol|Rafael Valencia-García
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Prediction of Useless and irrelevant Comments in C Language as per Surrounding Code Context.
Bikram Ghosh|Pankaj Chowdhury|Utpal Sarkar
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Information Retrieval in Software Engineering utilizing a pre-trained BERT model.
Koyel Ghosh|Apurbalal Senapati
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Baseline BERT models for Conversational Hate Speech Detection in Code-mixed tweets utilizing Data Augmentation and Offensive Language Identification in Marathi.
Koyel Ghosh|Apurbalal Senapati|Utpal Garain
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Advantages of XLM-R Model for Urdu Sentiment Multi-Classification.
Mingcan Guo|Zhongyuan Han|Leilei Kong|Zhijie Zhang|Zengyao Li|Haoyang Chen|Haoliang Qi
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Leveraging Dynamic Meta Embedding for Sentiment Analysis and Detection of Homophobic/Transphobic Content in Code-mixed Dravidian Languages.
Asha Hegde|Hosahalli Lakshmaiah Shashirekha
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Learning Models for Emotion Analysis and Threatening Language Detection in Urdu Tweets.
Asha Hegde|Hosahalli Lakshmaiah Shashirekha
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A Study on Sentimental Analysis, Homophobia-Transphobia Detection for Dravidian Languages.
Manoj Balaji J|Chinmaya HS
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Efficacy of Pretrained Architectures for Code Comment Usefulness Prediction.
Sagar Joshi|Sumanth Balaji|Aditya Hari|Abhijeeth Singam|Vasudeva Varma
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Applying TF-IDF and BERT-based Variants under Multilabel Classification for Emotion Detection in Urdu Language.
Sakshi Kalra|Saransh Goel|Kushank Maheshwari|Yashvardhan Sharma|Shresht Bhowmick
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Emotional Threat Speech Detection in Urdu Language using BERT Variants.
Sakshi Kalra|Kushank Maheshwari|Saransh Goel|Yashvardhan Sharma
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Hate Speech Detection in Marathi and Code-Mixed Languages using TF-IDF and Transformers-Based BERT-Variants.
Sakshi Kalra|Kushank Maheshwari|Saransh Goel|Yashvardhan Sharma
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Text summarization for Indian languages using pre-trained models.
Aishwarya Krishnakumar|Fathima Naushin A R|Mrithula K. L|B. Bharathi
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Anaphora Resolution from Social Media Text.
Vijay Kumari|Shaz Furniturewala|Gautam Bhambhani|Yashvardhan Sharma
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An Extractive Approach for Automated Summarization of Indian Languages using Clustering Techniques.
Kirti Kumari|Ranjana Kumari
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Machine Learning Approach for Hate Speech and Offensive Content Identification in English and Indo Aryan Code-Mixed Languages.
Kirti Kumari|Jyoti Prakash Singh
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Extractive Text Summarization using Meta-heuristic Approach.
Doppalapudi Venkata Pavan Kumar|Srigadha Shreyas Raj|Pradeepika Verma|Sukomal Pal
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Hate Speech and Offensive Content Identification in English and Indo-Aryan Languages using Machine Learning Models.
Gunjan Kumar|Jyoti Prakash Singh
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Application of XLM-RoBERTa for Multi-Class Classification of Conversational Hate Speech.
Tebo Leburu-Dingalo|Karabo Johannes Ntwaagae|Nkwebi Peace Motlogelwa|Edwin Thuma|Monkgogi Mudongo
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Classification of COVID-19 Tweets.
Sumana Madasu
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Multi-Label Emotion Classification in Urdu.
Dejah Madhusankar|Avanthika Karthikeyan|Bharathi B
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Overview of the IRSE track at FIRE 2022: Information Retrieval in Software Engineering.
Srijoni Majumdar|Ayan Bandyopadhyay|Samiran Chattopadhyay|Partha Pratim Das|Paul D. Clough|Prasenjit Majumder
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A System For Detecting Abusive Contents Against LGBT Community Using Deep Learning Based Transformer Models.
Deepalakshmi Manikandan|Malliga Subramanian|Kogilavani Shanmugavadivel
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Evaluating Usefulness of C Comments using SVM and Naïve Bayes Classifier.
Aritra Mitra
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Overview of the HASOC Subtrack at FIRE 2022: Identification of Conversational Hate-Speech in Hindi-English Code-Mixed and German Language.
Sandip Modha|Thomas Mandl|Prasenjit Majumder|Shrey Satapara|Tithi Patel|Hiren Madhu
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Classification of Covid-19 Vaccine Opinion and Detection of Symptom-Reporting on Twitter Using Neural Networks.
Vishal Nair
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Leveraging Sentiment Data for the Detection of Homophobic/Transphobic Content in a Multi-Task, Multi-Lingual Setting Using Transformers.
Filip Nilsson|Sana Sabah Al-Azzawi|György Kovács
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Extractive Text Summarization Using Word Frequency Algorithm for English Text.
Abinaya N|Anbukkarasi S|Varadhaganapathy S
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A Classification Approach to Detect Public Sentiments towards COVID-19 Vaccines.
Karabo Johannes Ntwaagae|Nkwebi Peace Motlogelwa|Edwin Thuma|Tebo Leburu-Dingalo|Gontlafetse Mosweunyane
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Source Code Comment Classification using Logistic Regression and Support Vector Machine.
Soumen Paul
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Using Transformer-based Pre-trained Language Model for Automated Evaluation of Comments to Aid Software Maintenance.
Debjyoti Paul|Bitan Biswas|Rudrani Paul
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Overview of the FIRE 2022 track: Information Retrieval from Microblogs during Disasters (IRMiDis).
Soham Poddar|Moumita Basu|Saptarshi Ghosh|Kripabandhu Ghosh
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Homophobia and Transphobia Detection of Youtube Comments in Code-Mixed Dravidian Languages using Deep learning.
Pranith P|V. Samhita|D. Sarath|Durairaj Thenmozhi
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Overview of the HASOC Subtrack at FIRE 2022: Offensive Language Identification in Marathi.
Tharindu Ranasinghe|Kai North|Damith Premasiri|Marcos Zampieri
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Multi-Lingual Contextual Hate Speech Detection Using Transformer-Based Ensembles.
Maria Luisa Ripoll|Fadi Hassan|Joseph Attieh|Guillem Collell|Abdessalam Bouchekif
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Automatic comment usefulness judgement via SVM and ANN using contextual token representations.
Yogesh Kumar Sahu|Ayan Das
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Findings of the First Shared Task on Indian Language Summarization (ILSUM): Approaches Challenges and the Path Ahead.
Shrey Satapara|Bhavan Modha|Sandip Modha|Parth Mehta
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Sentiment and Homophobia Detection on YouTube using Ensemble Machine Learning Techniques.
Sunil Saumya|Vanshita Jha|Shankar Biradar
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Identification of the Relevance of Comments in Codes Using Bag of Words and Transformer Based Models.
Sruthi S|Tanmay Basu
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Overview of the Shared Task on Sentiment Analysis and Homophobia Detection of YouTube Comments in Code-Mixed Dravidian Languages.
Kogilavani Shanmugavadivel|Malliga Subramanian|Prasanna Kumar Kumaresan|Bharathi Raja Chakravarthi|B. Bharathi|Subalalitha Chinnaudayar Navaneethakrishnan|Lavanya Sambath Kumar|Thomas Mandl|Rahul Ponnusamy|Vasanth Palanikumar|Manoj Balaji Jagadeeshan
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Covid-19 Vaccine Stance Detection using Natural Language Processing and Machine Learning Algorithms.
Rashi Sharma|Harsh Tita
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Comments in Source Code: A classification approach.
Amisha Shingala|Namrata Shroff
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An Analysis of Transformer-based Models for Code-mixed Conversational Hate-speech Identification.
Neeraj Kumar Singh|Utpal Garain
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Deep Learning based Abstractive Summarization for English Language.
Sangita Singh|Jyoti Prakash Singh|Akshay Deepak
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Homophobia, Transphobia Detection in Tamil, Malayalam, English Languages using Logistic Regression and Code-Mixed Data using AWD-LSTM.
Sivaprasath S|Lavanya Sambath Kumar|Sajeetha Thavareesan
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Implementing Deep Learning-Based Approaches for Article Summarization in Indian Languages.
Rahul Tangsali|Aabha Pingle|Aditya Vyawahare|Isha Joshi|Raviraj Joshi
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Summarizing Indian Languages using Multilingual Transformers based Models.
Dhaval Taunk|Vasudeva Varma
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Sentiment Analysis and Homophobia detection of YouTube comments.
Sushil Ugursandi|Anand Kumar M
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Indian Language Summarization using Pretrained Sequence-to-Sequence Models.
Ashok Urlana|Sahil Manoj Bhatt|Nirmal Surange|Manish Shrivastava
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Sentiment Analysis and Homophobia detection of YouTube comments in Code-Mixed Dravidian Languages using machine learning and transformer models.
Josephine Varsha|B. Bharathi|A. Meenakshi
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Hate Speech and Offensive Content Identification in Multiple Languages using machine learning algorithms.
Dikshitha Vani V|B. Bharathi
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Notebook for Emotions & Threat Detection in Urdu @ FIRE 2022.
Bin Wang|Hui Ning
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Preface.