Forum for Information Retrieval Evaluation (FIRE) (2023)

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Proceedings of the 15th Annual Meeting of the Forum for Information Retrieval Evaluation, FIRE 2023, Panjim, India, December 15-18, 2023

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Proceedings of the 15th Annual Meeting of the Forum for Information Retrieval Evaluation, FIRE 2023, Panjim, India, December 15-18, 2023
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Recent Advancements in Unbiased Learning to Rank.
Shashank Gupta|Philipp K. Hager|Harrie Oosterhuis
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A Comparative Analysis of Retrievability and PageRank Measures.
Aman Sinha|Priyanshu Raj Mall|Dwaipayan Roy|Kripabandhu Ghosh
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CIRAL at FIRE 2023: Cross-Lingual Information Retrieval for African Languages.
Mofetoluwa Adeyemi|Akintunde Oladipo|Xinyu Zhang|David Alfonso-Hermelo|Mehdi Rezagholizadeh|Boxing Chen|Jimmy Lin
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Towards Semantic Role Labeling of Legal Documents for Improving NLP/IR Tasks in the Law Domain.
Subinay Adhikary
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Explainability of Text Processing and Retrieval Methods.
Avishek Anand|Sourav Saha|Procheta Sen|Mandar Mitra
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Helping Hands - An AI based Real Time System for Effective Flood Relief Operations in Indian Cities.
Abhay Banerjee|Soumokanti Bera|Faizan Ahmed|Sourav Manna|Mayur Mallav Saikia|Moumita Basu|Saptarshi Ghosh
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A Personal Knowledge Graph for Researchers.
Prantika Chakraborty|Debarshi Kumar Sanyal
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L3Cube-MahaSocialNER: A Social Media based Marathi Named Entity Recognition Dataset and BERT models.
Harsh Vijay Chaudhari|Anuja Dinesh Patil|Dhanashree Lavekar|Pranav Khairnar|Raviraj Joshi
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Expressivity-aware Music Performance Retrieval using Mid-level Perceptual Features and Emotion Word Embeddings.
Shreyan Chowdhury|Gerhard Widmer
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Overview of MTIL Track at FIRE 2023: Machine Translation for Indian Languages.
Surupendu Gangopadhyay|Ganesh Epili|Prasenjit Majumder|Baban Gain|Ramakrishna Appicharla|Asif Ekbal|Arafat Ahsan|Dipti Misra Sharma
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The Mask One At a Time Framework for Detecting the Relationship between Financial Entities.
Sohom Ghosh|Sachin Umrao|Chung-Chi Chen|Sudip Kumar Naskar
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CoLI@FIRE2023: Findings of Word-level Language Identification in Code-mixed Tulu Text.
Asha Hegde|Fazlourrahman Balouchzahi|Sharal Coelho|H. L. Shashirekha|Hamada A. Nayel|Sabur Butt
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A Study on the Effect of 2-Approximate Shortest-Path Integration in Extracting Context-Sensitive Dense Structures.
Ajaharul Hoque|Debaditya Barman|Paramartha Dutta|Subhrangsu Mandal
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On Gradient Boosted Decision Trees and Neural Rankers: A Case-Study on Short-Video Recommendations at ShareChat.
Olivier Jeunen|Hitesh Sagtani|Himanshu Doi|Rasul Karimov|Neeti Pokharna|Md. Danish Kalim|Aleksei Ustimenko|Christopher Green|Rishabh Mehrotra|Wenzhe Shi
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Towards development of an effective AI-based system for relevant comment generation.
Tripti Kumari|Ayan Das
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A Keyphrase-Centric Search Engine for Scientific Papers.
Avishek Lahiri|Debarshi Kumar Sanyal|Imon Mukherjee
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Harnessing the Power of Prompt-based Techniques for Generating School-Level Questions using Large Language Models.
Subhankar Maity|Aniket Deroy|Sudeshna Sarkar
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Relative Relation Representation Aware Link Prediction in Heterogeneous Information Network.
Debasis Maji|Krishanu Mondal|Debaditya Barman
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Recommendation Systems in the Era of LLMs.
Ipsita Mohanty
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Keyword Driven Language-Independent Low-Resource Graph-Based Automatic Text Summarization of Konkani Texts.
Chaitali More|Jovi D'Silva
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Findings of Shared task on Sarcasm Identification in Code-Mixed Dravidian Languages.
Sripriya N|Thenmozhi Durairaj|Nandhini K|Bharathi B|Kishore Kumar Ponnusamy|Charmathi Rajkumar|Prasanna Kumar Kumaresan|Rahul Ponnusamy|Subalalitha Chinnaudayar Navaneethakrishnan|Bharathi Raja Chakravarthi
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Fact-based Court Judgment Prediction.
Shubham Kumar Nigam|Aniket Deroy
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Drug Uniformity and Content Detection for Pharmaceutical Formulations: The Deep Learning Approach.
Abhishek D. Patel|Amit Thakkar
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Efficiency of Large Language Models to scale up Ground Truth: Overview of the IRSE Track at Forum for Information Retrieval 2023.
Soumen Paul|Srijoni Majumdar|Ayan Bandyopadhyay|Bhargav Dave|Samiran Chattopadhyay|Partha Pratim Das|Paul D. Clough|Prasenjit Majumder
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Are we describing the same sound? An analysis of word embedding spaces of expressive piano performance.
Silvan David Peter|Shreyan Chowdhury|Carlos Eduardo Cancino-Chacón|Gerhard Widmer
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Overview of the FIRE 2023 Track: Artificial Intelligence on Social Media (AISoMe).
Soham Poddar|Moumita Basu|Kripabandhu Ghosh|Saptarshi Ghosh
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Overview of the HASOC Subtracks at FIRE 2023: Hate Speech and Offensive Content Identification in Assamese, Bengali, Bodo, Gujarati and Sinhala.
Tharindu Ranasinghe|Koyel Ghosh|Aditya Shankar Pal|Apurbalal Senapati|Alphaeus Eric Dmonte|Marcos Zampieri|Sandip Modha|Shrey Satapara
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Student Behavior Detection in the classroom based on Human-Object Interaction model.
Dharmendrasinh G. Rathod|Amit Thakkar
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Abstractive Summarization of Scientific Documents: Models and Evaluation Techniques.
Tohida Rehman|Samiran Chattopadhyay|Debarshi Kumar Sanyal
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Financial Argument Analysis in Bengali.
Rima Roy|Sohom Ghosh|Sudip Kumar Naskar
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Future of Workplace Conversational AI-driven Personal Assistants: Promises and Perils.
Koustuv Saha|Eshwar Chandrasekharan
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Unleashing the Power of Large Language Models: A Hands-On Tutorial.
Payel Santra|Madhusudan Ghosh|Shrimon Mukherjee|Debasis Ganguly|Partha Basuchowdhuri|Sudip Kumar Naskar
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Indian Language Summarization at FIRE 2023.
Shrey Satapara|Parth Mehta|Sandip Modha|Debasis Ganguly
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Overview of the HASOC Subtracks at FIRE 2023: Detection of Hate Spans and Conversational Hate-Speech.
Shrey Satapara|Sarah Masud|Hiren Madhu|Mohammad Aflah Khan|Md. Shad Akhtar|Tanmoy Chakraborty|Sandip Modha|Thomas Mandl
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AI and Data-driven Approaches for Agriculture.
Manjira Sinha|Tirthankar Dasgupta|Adway Mitra
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Overview of the CLAIMSCAN-2023: Uncovering Truth in Social Media through Claim Detection and Identification of Claim Spans.
Megha Sundriyal|Md. Shad Akhtar|Tanmoy Chakraborty
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CricGPT: A GPT-aided Question-Answering system for Cricket.
Shriyank Tatawat|Kripabandhu Ghosh

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Working Notes of FIRE 2023 - Forum for Information Retrieval Evaluation (FIRE-WN 2023), Goa, India, December 15-18, 2023.

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Working Notes of FIRE 2023 - Forum for Information Retrieval Evaluation (FIRE-WN 2023), Goa, India, December 15-18, 2023.
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Harnessing Pre-Trained Sentence Transformers for Offensive Language Detection in Indian Languages.
Ananya Joshi|Raviraj Joshi
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Overview of the CIRAL Track at FIRE 2023: Cross-lingual Information Retrieval for African Languages.
Mofetoluwa Adeyemi|Akintunde Oladipo|Xinyu Crystina Zhang|David Alfonso-Hermelo|Mehdi Rezagholizadeh|Boxing Chen|Jimmy Lin
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On the Impact of Synthetic Data on Code Comment Usefulness Prediction.
Vishesh Agarwal
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Improving Detection of Hate Speech, Offensive Language and Profanity in Short Texts with SVM Classifier.
Surya Agustian|Zaky Idhafi|Agit Fadillah Rihardi
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A ML-LLM pairing for better code comment classification.
Hanna Abi Akl
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Tweet Classifier: Advancements in Multi-Label Analysis.
Swastik Anupam
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Breaking Barriers: Multilingual Toxicity Analysis for Hate Speech and Offensive Language in Low-Resource Indo-Aryan Languages.
Ch Muhammad Awais|Jayveersinh Raj
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Hindi-Odia Machine Translation System.
Rakesh Chandra Balabantaray
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Addressing Hate Speech: ATLANTIS for Efficient Hate Span Detection.
Niyar R. Barman|Krish Sharma|Yashraj Poddar|Advaitha Vetagiri|Partha Pakray
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Enhancing Code Comment Classification Using Language Models.
Jaivin Barot
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Overview of the FIRE 2023 Track: Artificial Intelligence on Social Media (AISoMe).
Soham Poddar|Moumita Basu|Kripabandhu Ghosh|Saptarshi Ghosh
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Using Character Ngrams for Word-Level Language Identification in Trilingual Code-Mixed Data (and Even More).
Yves Bestgen
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Using Only Character Ngrams for Hate Speech and Offensive Content Identification in Five Low-Ressource Languages.
Yves Bestgen
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Exploring Large Language Models for Code Explanation.
Paheli Bhattacharya|Manojit Chakraborty|Kartheek N. S. N. Palepu|Vikas Pandey|Ishan Dindorkar|Rakesh Rajpurohit|Rishabh Gupta
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Sarcasm Detection in Dravidian Code-Mixed Text Using Transformer-Based Models.
Anik Basu Bhaumik|Mithun Das
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TweetClass: COVID-19 Vaccine Tweet Classification with scikit-learn.
Baivab Chakraborty|Subhajit Srimani|Souvit Biswas
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Overview of Sarcasm Identification of Dravidian Languages in DravidianCodeMix@FIRE-2023.
Bharathi Raja Chakravarthi|Sripriya N|Bharathi B|Nandhini K|Subalalitha Chinnaudayar Navaneethakrishnan|Thenmozhi Durairaj|Rahul Ponnusamy|Prasanna Kumar Kumaresan|Kishore Kumar Ponnusamy|Charmathi Rajkumar
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Crossing Borders: Multilingual Hate Speech Detection.
Supriya Chanda|Abhishek Dhaka|Sukomal Pal
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Advancing Language Identification in Code-Mixed Tulu Texts: Harnessing Deep Learning Techniques.
Supriya Chanda|Anshika Mishra|Sukomal Pal
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Sarcasm Detection in Tamil and Malayalam Dravidian Code-Mixed Text.
Supriya Chanda|Anshika Mishra|Sukomal Pal
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Exploring LLM-based Data Augmentation Techniques for Code Comment Quality Classification.
Priyam Dalmia
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Vaccine Vision: A deep learning approach towards identifying societal concerns regarding vaccines.
Kaustav Das
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Multi-label Classification of Covid-19 Vaccine Tweet.
Sumit Das|Palvika Bansal|Vikas Rai|Shalini Kumari
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VaxTweetClassifier: BERT for Dealing with Vaccination Tweets.
Shankha S. Das|Sohan Choudhury|Priyam Saha|Dipankar Das
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Fine tuning based Domain Adaptation for Machine Translation of Low Resource Indic Languages.
Amulya Ratna Dash
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Source Code Comment Classification using machine learning algorithms.
Trisha Datta
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Prompted Zero-Shot Multi-label Classification of Factual Incorrectness in Machine-Generated Summaries.
Aniket Deroy|Subhankar Maity|Saptarshi Ghosh
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Multi-Label Classification of COVID-Tweets Using Large Language Models.
Aniket Deroy|Subhankar Maity
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Decoding Concerns: Multi-label Classification of Vaccine Sentiments in Social Media.
Somsubhra De|Shaurya Vats
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Unmasking Sarcasm: Sarcastic Language Detection with BiLSTMs.
Anusha M. D|Parameshwar R. Hegde
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BFCAI at CoLI-Tunglish@FIRE 2023: Machine Learning Based Model for Word-level Language Identification in Code-mixed Tulu Texts.
Ahmed M. Fetouh|Hamada Nayel
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Overview of MTIL Track at FIRE 2023: Machine Translation for Indian Languages.
Surupendu Gangopadhyay
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Annihilate Hates (Task 4 HASOC 2023): Hate Speech Detection in Assamese Bengali and Bodo languages.
Koyel Ghosh|Apurbalal Senapati|Aditya Shankar Pal
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Analysing Crowd-Sourced Vaccine Data Using Machine Learning: Uncovering Concerns and Insights.
Lakshmi Gopal
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Advancing Human-Like Summarization: Approaches to Text Summarization.
Saliq Gowhar|Bhavya Sharma|Ashutosh K. Gupta|Anand Kumar Madasamy
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Named Entity-Aware Abstractive Text Summarization for Hindi Language.
Saumay Gupta|Sukomal Pal
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Multilingual Hate Speech and Offensive Language Detection of Low Resource Languages.
Abhinav Reddy Gutha|Nidamanuri Sai Adarsh|Ananya Alekar|Dinesh Reddy
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Overview of CoLI-Tunglish: Word-level Language Identification in Code-mixed Tulu Text at FIRE 2023.
Asha Hegde|Fazlourrahman Balouchzahi|Sharal Coelho|H. L. Shashirekha|Hamada A. Nayel|Sabur Butt
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Text Summarization for Indian Languages: Finetuned Transformer Model Application.
V. Ilanchezhiyan|R. Darshan|E. M. Milin Dhitshithaa|B. Bharathi
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Sarcasm Identification Of Dravidian Languages (Malayalam and Tamil).
V. Indirakanth|Dharunkumar Udayakumar|Thenmozhi Durairaj|B. Bharathi
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Multilingual Hate Speech Detection Using Ensemble of Transformer Models.
Md Saroar Jahan|Fadi Hassan|Walid Aransa|Abdessalam Bouchekif
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Examining Hate Speech Detection Across Multiple Indo-Aryan Languages in Tasks 1 & 4.
Gyandeep Kalita|Eisha Halder|Chetna Taparia|Advaitha Vetagiri|Partha Pakray
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Software Metadata Classification based on Generative Artificial Intelligence.
Seetharam Killivalavan|Durairaj Thenmozhi
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Cross-Linguistic Sarcasm Detection in Tamil and Malayalam: A Multilingual Approach.
Dhanya Krishnan|Krithika Dharanikota|B. Bharathi
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A study of the impact of generative AI-based data augmentation on software metadata classification.
Tripti Kumari|Chakali Sai Charan|Ayan Das
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Overview of the HASOC Subtrack at FIRE 2023: Identification of Conversational Hate-Speech.
Hiren Madhu|Shrey Satapara|Pavan Pandya|Nisarg Shah|Thomas Mandl|Sandip Modha
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Generative AI for Software Metadata: Overview of the Information Retrieval in Software Engineering Track at FIRE 2023.
Srijoni Majumdar|Soumen Paul|Bhargav Dave|Debjyoti Paul|Ayan Bandyopadhyay|Samiran Chattopadhyay|Partha Pratim Das|Paul D. Clough|Prasenjit Majumder
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Enhancing Multilabel Classification of Anti-Vaccine Tweets with the COVID-Twitter-BERT.
Aritra Mandal
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Overview of the HASOC Subtrack at FIRE 2023: Identification of Tokens Contributing to Explicit Hate in English by Span Detection.
Sarah Masud|Mohammad Aflah Khan|Md. Shad Akhtar|Tanmoy Chakraborty
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Cross-Linguistic Offensive Language Detection: BERT-Based Analysis of Bengali Assamese & Bodo Conversational Hateful Content from Social Media.
Jhuma Kabir Mim|Mourad Oussalah|Akash Singhal
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Assessing the Utility of C Comments with SVM and Naïve Bayes Classifier.
Aritra Mitra
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Taming Toxicity: Learning Models for Hate Speech and Offensive Language Detection in Social Media Text.
Prajnashree M|Rachana K|Asha Hegde|Kavya Girish|Sharal Coelho|H. L. Shashirekha
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Sarcasm Detection in Dravidian Languages using Transformer Models.
Madhumitha M|Kunguma Akshatra M|Tejashri J|Jerin Mahibha C|Durairaj Thenmozhi
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Hate Speech and Offensive Content Detection in Indo-Aryan Languages: A Battle of LSTM and Transformers.
Nikhil Narayan|Mrutyunjay Biswal|Pramod Goyal|Abhranta Panigrahi
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Unveiling Diverse Vaccine Sentiments: Multi-Label Text Classification.
K. Shanmukha Naveen|S. Sharon Roshini|S. Karthika
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Word-level Language Identification in Code-mixed Tulu Texts.
Sushma N|Asha Hegde|Hosahalli Lakshmaiah Shashirekha
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Sarcasm Identification in Codemix Dravidian Languages.
Prabhu Ram. N|Meera Devi. T|Kanisha. V|Meharnath. S|Manoji. B
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Learning Models with Text Augmentation for Sarcasm Detection in Malayalam and Tamil Code-mixed Texts.
Navya N|Vanitha V|Asha Hegde|H. L. Shashirekha
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Hate and Offensive Content Identification in Indo-Aryan Languages using Transformer-based Models.
Olumide Ebenezer Ojo|Olaronke Oluwayemisi Adebanji|Hiram Calvo|Alexander F. Gelbukh|Anna Feldman|Grigori Sidorov
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Leveraging Language Models for Code Comment Classification.
Jagrat T. Patel
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VaxVerdict: a RoBERTa Based Multilabel Tweet Classifier.
Aditya O. Patil|Raj Awate|Shivakumar Ranade|Sheetal Sonawane
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BERT-Powered Multi-label Classifier: Analyzing Public COVID Vaccination Discourse.
Ranjit Patro|Asutosh Mishra
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Current language models' poor performance on pragmatic aspects of natural language.
Albert Pritzkau|Julia Waldmüller|Olivier Blanc|Michaela Geierhos|Ulrich Schade
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Hate speech classification for Sinhalese and Gujarati.
Muhammad Deedahwar Mazhar Qureshi|Madhuri Sawant|Muhammad Atif Qureshi|Wael Rashwan|Arjumand Younus|Simon Caton
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Detecting Hate Speech and Offensive Content in English and Indo-Aryan Texts.
Mohammadmostafa Rostamkhani|Sauleh Eetemadi
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Bidirectional Hindi-Punjabi Machine Translation.
Mukund K. Roy
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Deciphering Vaccine Sentiments: Transformer Models in Social Media Analysis.
Shriram M. S
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Hate Speech Detection in Low Resource Indo-Aryan Languages.
Sougata Saha|Michael Sullivan|Rohini K. Srihari
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Enhancing Hate Speech Detection in Sinhala and Gujarati: Leveraging BERT Models and Linguistic Constraints.
G. Gnana Sai|Aswath Venkatesh|Kishore N|Olirva M|Balaji V. A|Prabavathy Balasundaram
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Binary Classification of Source Code Comments using Machine Learning Models.
Lisa Sarkar
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Key Takeaways from the Second Shared Task on Indian Language Summarization (ILSUM 2023).
Shrey Satapara|Parth Mehta|Sandip Modha|Debasis Ganguly
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Overview of the HASOC Subtrack at FIRE 2023: Hate-Speech Identification in Sinhala and Gujarati.
Shrey Satapara|Hiren Madhu|Tharindu Ranasinghe|Alphaeus Eric Dmonte|Marcos Zampieri|Pavan Pandya|Nisarg Shah|Sandip Modha|Prasenjit Majumder|Thomas Mandl
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Sinhala and Gujarati Hate Speech Detection.
M. Krithik Sathya|K. H. Gopalakrishnan|Manickam PA|Prabavathy Balasundaram
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Bengali Hate Speech Detection Using Deep Learning Technique.
Chandan Senapati|Utpal Roy
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Source Code Comment Classification using Naive Bayes and Support Vector Machine.
Raj Jitendra Shah
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Word-Level Language Identification of Code-Mixed Tulu-English Data.
Poorvi Shetty
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Sarcasm Identification in Dravidian Languages Tamil and Malayalam.
Poorvi Shetty
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VaxiBERT: A BERT-Based Classifier for Vaccine Tweets with Multi-Label Annotations.
Rajat Singh|Shivangi Bithel|Samidha Verma|Prachi
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Identifying the Type of Sarcasm in Dravidian Languages using Deep-Learning Models.
Ramya Sivakumar|Jerin Mahibha C|B. Monica Jenefer
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Enhancing Binary Code Comment Quality Classification: Integrating Generative AI for Improved Accuracy.
Rohith Arumugam S|Angel Deborah S
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Detecting Offensive Language in Bengali Bodo and Assamese using Word Unigrams Char N-grams Classical Machine Learning and Deep Learning Methods.
Avigail Stekel|Avital Prives|Yaakov HaCohen-Kerner
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Positional Transformers for Claim Span Identification.
Michael Sullivan|Navid Madani|Sougata Saha|Rohini K. Srihari
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Overview of the CLAIMSCAN-2023: Uncovering Truth in Social Media through Claim Detection and Identification of Claim Spans.
Megha Sundriyal|Md. Shad Akhtar|Tanmoy Chakraborty
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Leveraging Generative AI: Improving Software Metadata Classification with Generated Code-Comment Pairs.
Samah Syed|Angel Deborah S
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A Few Shot Learning to Detect Sarcasm in Tamil and Malayalam Code Mixed Data.
Shanmitha Thirumoorthy|Manavh N. R|Durairaj Thenmozhi|Ratnavel Rajalakshmi
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Preface.
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Extending Translate-Train for ColBERT-X to African Language CLIR.
Eugene Yang|Dawn J. Lawrie|Paul McNamee|James Mayfield