Forum for Information Retrieval Evaluation (FIRE) (2024)

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Proceedings of the 16th Annual Meeting of the Forum for Information Retrieval Evaluation, FIRE 2024, Gandhinagar, India, December 12-15, 2024

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Proceedings of the 16th Annual Meeting of the Forum for Information Retrieval Evaluation, FIRE 2024, Gandhinagar, India, December 12-15, 2024
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Overview of the HASOC Track 2024: Hate-Speech Identification in English and Bengali.
Thomas Mandl|Koyel Ghosh|Nishat Raihan|Sandip Modha|Shrey Satapara|Tanishka Gaur|Yaashu Dave|Marcos Zampieri|Sylvia Jaki
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Overview of the shared task on code-mixed information retrieval from social media data.
Supriya Chanda|Sukomal Pal
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Findings of Shared Task on Spoken Query Cross-Lingual Information Retrieval for the Indic Languages at FIRE 2024.
Bhargav Dave|Prasenjit Majumder|Debasis Ganguly|Evangelos Kanoulas
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CoLI@FIRE2024: Findings of Word-level Code-Mixed Language Identification in Dravidian Languages.
Asha Hegde|Fazlourrahman Balouchzahi|Sabur Butt|Sharal Coelho|Kavya Girish|Harshitha S. Kumar|Sonith D|Shashirekha Hosahalli Lakshmaiah|Ameeta Agrawal
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Context-sensitive Dense Structure Extraction in Hybrid Heterogeneous Information Networks.
Ajaharul Hoque|Subhrangsu Mandal|Paramartha Dutta|Debaditya Barman
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On Importance of Layer Pruning for Smaller BERT Models and Low Resource Languages.
Raviraj Joshi|Amey Shembade|Mayur Shirke|Madhushri Wagh|Pavan Thorat
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Overview of the PIR Track at FIRE 2024: Evaluation of Personalised Information Retrieval.
Pranav Kasela|Marco Braga|Effrosyni Sokli|Gian Carlo Milanese|Georgios Peikos|Sandip Modha|Alessandro Raganato|Marco Viviani|Gabriella Pasi
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Evaluating Relation Hallucination in Text Summarization: An Introduction to the Relation Hallucination Index.
Praveenkumar Katwe|Rakesh Chandra Balabantaray|Kali Prasad Vittala
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Contrastive Learning-Enhanced BERT Models for Hate Speech Detection in Marathi and Telugu.
Devendra Deepak Kayande|Kishore Kumar Ponnusamy|Prasanna Kumar Kumaresan|Paul Buitelaar|Bharathi Raja Chakravarthi
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L3Cube-MahaSum: A Comprehensive Dataset and BART Models for Abstractive Text Summarization in Marathi.
Nikita Kulkarni|Kareena Manghani|Sanhita Kulkarni|Pranita Deshmukh|Raviraj Joshi
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Leveraging In-Context Learning and Retrieval-Augmented Generation for Automatic Question Generation in Educational Domains.
Subhankar Maity|Aniket Deroy|Sudeshna Sarkar
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Bilingual Sentiment and Emotion Analysis: A Multi-Task Learning Framework for Bengali and English.
Pritam Pal|Dipankar Das|Anup Kumar Kolya
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Overview of the "Information Retrieval in Software Engineering" (IRSE) track at Forum for Information Retrieval 2024.
Soumen Paul|Srijoni Majumdar|Raj Shah|Susmita Das|Madhusudan Ghosh|Debasis Ganguly|Gul Calikli|Debarshi Kumar Sanyal|Partha Pratim Das|Paul D. Clough|Ayan Bandyopadhyay|Samiran Chattopadhyay
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A Weighted Retrieval Model for Large Collections under the Exceedance over Relevant Extremes.
Dipannita Podder|Jiaul H. Paik|Pabitra Mitra
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Learning Query Token Importance for Effective Document Retrieval with Verbose Queries.
Dipannita Podder|Jiaul H. Paik|Pabitra Mitra
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Detecting Deepfakes: Exploring the Frontiers of Deepfake Generation and Detection.
Surbhi Raj|Jimson Mathew|Arijit Mondal
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Indian Language Summarization at FIRE 2024.
Shrey Satapara|Parth Mehta|Sandip Modha|Asha Hegde|Hosahalli Lakshmaiah Shashirekha|Debasis Ganguly
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Overview of CryptOQA: Opinion Extraction and Question Answering from CryptoCurrency-Related Tweets and Reddit Posts.
Gourav Sen|Sougata Sarkar|Subham Kumar Nigam|Koustav Rudra|Kripabandhu Ghosh
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In-Context Learning in LLMs to Improve Retrieval Models.
Nilanjan Sinhababu
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Insights into Sarcasm Detection in Social Media Posts for Dravidian Languages: Tamil and Malayalam.
Durairaj Thenmozhi|Sripriya N|Bharathi B|Nandhini K|Kishore Kumar Ponnusamy|Charmathi Rajkumar|Prasanna Kumar Kumaresan|Rahul Ponnusamy|Bharathi Raja Chakravarthi

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Working Notes of FIRE 2024 - Forum for Information Retrieval Evaluation, Gandhinagar, India, December 12-15, 2024.

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Working Notes of FIRE 2024 - Forum for Information Retrieval Evaluation, Gandhinagar, India, December 12-15, 2024.
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Machine Learning Based Model for Word-level Language Identification in Code-mixed Kannada Texts.
Abdollah Abadian
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Improving Code Readability: A Machine Learning Approach to Classifying Valuable Source Code Comments.
Subhash Agrawal
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Detection of Hate Speech using Universal Sentence Encoding and Bidirectional Long Short-Term Memory Models.
Pedro Alonso|György Kovács|Rajkumar Saini|Marcus Liwicki
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Improving Binary Code Comment Quality Classification with Augmented Code-Comment Pairs Using Generative AI.
Rohith Arumugam|Angel Deborah S
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Gastrointestinal Cancer Related Question Answering Using BERT.
S. ArunaDevi|J. Abirami|B. Bharathi
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Enhancing News Article Summarization Through Post-Processing Techniques.
Fathima Firose A|Reshma Sheik|Kathijaafrose A|S. Jaya Nirmala
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Sarcasm Detection and Identification of Dravidian Language Using Machine Learning Approach.
Moogambigai A|Kamesh S|Paruvatha Priya B|Bharathi B
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Indian Language Summarization and Factual Error Detection using Pretrained Sequence-to-Sequence Models and Large Language Models.
Abhijith Balan|Chittoor Karthik|Oswald Christopher
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Leveraging MuRIL for Word-Level Language Identification in Code-Mixed Dravidian Text.
Akhil Bhogal|Soumyadeep Sar|Dwaipayan Roy|Kripabandhu Ghosh
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Text Classification Based on Ensembles of Pre-Trained Models for Sarcasm Identification in Dravidian Languages.
Jaime Cerda-Flores|Daniel Castro-Pineda|Miguel G. Juarez|Rodrigo Hernández-Mazariegos|Jaime Cerdá Jacobo|Mario Graff|José Ortiz-Bejar
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Overview of the shared task on code-mixed information retrieval from social media data.
Supriya Chanda|Sukomal Pal
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Leveraging ChatGPT and XLM-RoBERTa for Sarcasm Detection in Dravidian Code-Mixed Languages.
Supriya Chanda|Krishna Tewari|Arjun Mukherjee|Sukomal Pal
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Overcoming Code-Mixing and Script-Mixing in Indian Language Summarization with Transformer Models.
Pulkit Chatwal|Amit Agarwal|Ankush Mittal
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A Transformer-based Model for Detecting Multilingual Sarcasm in Social Media Posts.
Shraddha Chauhan|Abhinav Kumar
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Sarcasm Detection in Dravidian Languages.
Aioshi Chowdhury|Soumyajit Paul|Souvik Kundu|Anurag Kumar Thakur|Anuska Sarkar|Anusmita Ray Chaudhuri|Anirban Ray|Debasree Mitra
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Sarcasm Detection from Dravidian Language Text.
Jerin Mahibha C|Gersome Shimi|Durairaj Thenmozhi
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Code and Comments Categorization in terms of Program Comprehension.
Abhinav Daggubelli
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Overview of the FIRE 2024 SqCLIR Track: Spoken Query Cross-Lingual Information Retrieval for the Indic Languages.
Bhargav Dave|Prasenjit Majumder|Debasis Ganguly|Evangelos Kanoulas
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CrossFactual: A Novel Approach for Detecting Factual Inaccuracies in Machine-Generated Summaries.
Aniket Deroy|Subhankar Maity
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RetrieveGPT: Merging Prompts and Mathematical Models for Enhanced Code-Mixed Information Retrieval.
Aniket Deroy|Subhankar Maity
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Prompt Engineering Using GPT for Word-Level Code-Mixed Language Identification in Low-Resource Dravidian Languages.
Aniket Deroy|Subhankar Maity
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YouTube Comments Decoded: Leveraging LLMs for Low Resource Language Classification.
Aniket Deroy|Subhankar Maity
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CryptoLLM: Unleashing the Power of Prompted LLMs for SmartQnA and Classification of Crypto Posts.
Aniket Deroy|Subhankar Maity
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HateGPT: Unleashing GPT-3.5 Turbo to Combat Hate Speech on X.
Aniket Deroy|Subhankar Maity
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Coding Smarter Not Harder: Leveraging GPT-3.5 Turbo for Automated Code Solution Scoring.
Aniket Deroy|Subhankar Maity
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Cancer-Answer: Empowering Cancer Care with Advanced Large Language Models.
Aniket Deroy|Subhankar Maity
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Classification of Code and Comments in a Machine Learning Framework.
Adwita Deshpande
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Enhancing Word-Level Language Identification in Code-Mixed Dravidian Languages.
Sonith D|Kavya Girish|Asha Hegde|Hosahalli Lakshmaiah Shashirekha
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Unmasking Sarcasm: Exploring mBERT+CNN and LSTM Models for Sarcasm Identification in Code-Mixed Tamil and Malayalam Texts.
Sonith D|Kavya Girish|H. L. Shashirekha
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Navigating Crypto Conversations: A Multi-Level Approach to Classify Cryptocurrency Opinions on Social Media.
Kavya Girish Sonith D|H. L. Shashirekha
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Can we predict Comment Quality using Machine Learning?
Ashwin Gaikwad
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Zero-Shot and Multitask Learning Synergy for Robust Hate Speech Detection across English and Bangla.
Kavya Girish|Asha Hegde|Sonith D|Subrahmanya|H. L. Shashirekha
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Finding the Right Language Model Goes a Long Way Towards Accurate Language Identification.
Rob van der Goot
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Overview of CoLI-Dravidian: Word-level Code-Mixed Language Identification in Dravidian Languages.
Asha Hegde|Fazlourrahman Balouchzahi|Sabur Butt|Sharal Coelho|Kavya G|Harshitha S. Kumar|Sonith D|Shashirekha Hosahalli Lakshmaiah|Ameeta Agrawal
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Enhancing Accuracy in Indian Language Summarization.
Rishika Jha|Rakshit Ahuja|Sainik Kumar Mahata|Monalisa Dey|Dipankar Das
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A Retrieval-Augmented Generation (RAG) Pipeline for GI-Cancer Prediction and Classification Using Quantized Large Language Models.
Arti Jha|Nidhi Shah|Vikas Kumawat|Yashvardhan Sharma
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Categorizing Code Comments based on its Relevance for Code Readability.
Om Joshi
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Assessing the Quality of Source Code Comments with Binary Classification Models.
Krishna K
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Sarcasm Identification Of Dravidian Languages Malayalam and Tamil.
Shreyas Karthik|Murari Sreekumar|Kushaal Shyam Potta|Durairaj Thenmozhi
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Overview of the PIR Track at FIRE 2024: Evaluation of Personalised Information Retrieval.
Pranav Kasela|Marco Braga|Effrosyni Sokli|Gian Carlo Milanese|Georgios Peikos|Sandip Modha|Alessandro Raganato|Marco Viviani|Gabriella Pasi
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Classifying useful and not useful code comments in C.
Atharva Keny
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Enhancing Code Annotation Reliability: Generative AI's Role in Comment Quality Assessment Models.
Seetharam Killivalavan|Durairaj Thenmozhi
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Sarcasm Detection in Dravidian Languages Using Bi-directional LSTM.
Sulaksha B. K|Shruthi Priyaa G. K|Amritha P|C. Jerin Mahibha
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Word Level Language Identification in Code-mixed Dravidian Languages.
Harshitha S. Kumar|Sharal Coelho|Asha Hegde|Kavya Girish|Hosahalli Lakshmaiah Shashirekha
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Detecting Hate Speech in Hinglish: A BiLSTM Neural Network Approach.
Kirti Kumari|Avishikta Bhattacharjee|Vinayak Vijay
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MSD: Multilingual Sarcasm Detection using Deep Learning-Based Model.
Ranjeet Kumar|Abhinav Kumar
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Hate Speech and Offensive Content Identification in English Language Based on BERT Model.
Jing Li|Xutao Yang
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A Hybrid Approach to Sarcasm Detection in Dravidian Code-Mixed Texts.
Prasun Maity|Dipanjan Saha|Sayan Das|Sainik Kumar Mahata
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Exploring Usefulness of C Comments with Silver-Standard Machine Learning Models.
Aritra Mitra
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Assessing the Utility of C Comments with SVM and Naïve Bayes Classifier.
Anamitra Mukhopadhyay
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Spoken Query Retrieval in Monolingual Contexts with Whisper and SBERT Models.
Prabhu Ram Nagarajan|Livin Nector Dhasan|Meera Devi Thiagarajan
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Cracking the Code: Machine Learning Approaches for Dravidian Code-Mixed Texts.
Nikhil Narayan|Sachin Mohanty
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Overview of Sarcasm Identification of Dravidian Languages in DravidianCodeMix@FIRE-2024.
Sripriya N|Bharathi B|Thenmozhi Durairaj|Nandhini K|Rahul Ponnusamy|Prasanna Kumar Kumaresan|Kishore Kumar Ponnusamy|Charmathi Rajkumar|Bharathi Raja Chakravarthi
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Fusing Retrieval Techniques for Enhanced Personalized Community Question Answering.
Vraj Patel|Palak Vanpariya|Kandarp Gajjar|Himani Trivedi
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LLMs for Code: Overview of the information retrieval in software engineering track at fire 2024.
Soumen Paul|Srijoni Majumdar|Raj Shah|Susmita Das|Madhusudan Ghosh|Debasis Ganguly|Gul Calikli|Debarshi Kumar Sanyal|Partha Pratim Das|Paul D. Clough|Ayan Bandyopadhyay|Samiran Chattopadhyay
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Assessing Factual Accuracy in Machine Generated Cross Lingual Summaries using Logistic Regression and BERT.
Kushaal Shyam Potta|Jaswanth Sridharan|Mahadev Ramesh Ramya|Shriram Gopalakrishnan|Durairaj Thenmozhi
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Overview of the HASOC Track at FIRE 2024: Hate-Speech Identification in English and Bengali.
Nishat Raihan|Koyel Ghosh|Sandip Modha|Shrey Satapara|Tanishka Gaur|Yaashu Dave|Marcos Zampieri|Sylvia Jaki|Thomas Mandl
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Word-Level Language Identification in Dravidian Code-Mixed Text Using Machine Learning: A Comparative Analysis of Models and Vectorization Techniques.
Ponsubash Raj R|Bharathi B
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Source Code Comment Classification in C.
Devyani Remulkar
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CryptoOpinionMining: A Comparative Analysis of Hierarchical and Flat Classification Models for Social Media Content.
Rudra Roy|Pritam Pal|Rishika Jha|Dipankar Das
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Summarizing English News Articles: Leveraging T5 and Google Gemini 1.0 Pro.
M. Saipranav|Murari Sreekumar|Durairaj Thenmozhi|Shreyas Karthik|Rahul VS
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Overview of the Third Shared Task on Indian Language Summarization (ILSUM 2024).
Shrey Satapara|Parth Mehta|Sandip Modha|Asha Hegde|H. L. Shashirekha|Debasis Ganguly
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Overview of CryptOQA: Opinion Extraction and Question Answering from CryptoCurrency-Related Tweets and Reddit posts.
Gourav Sen|Sougata Sarkar|Subham Kumar|Koustav Rudra|Kripabandhu Ghosh
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InfoTextCM: Addressing Code-Mixed Data Retrieval Challenges via Text Classification.
Aditya Sharma
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Enhancing Extractive Summarization for Low Resource Indian Languages using TF-IDF and SVD.
Sangita Singh|Jyoti Prakash Singh|Akshay Deepak|Supriya
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Conversational System for Differential Diagnosis of GI Cancer: Track Overview.
Manjira Sinha|Rajat Subhra Pal|Tirthankar Dasgupta
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Text Summarization using Pre-Trained Models on Tamil English Gujarati and Bengali.
Tanisha Sriram|Ananya Raman|Sowmya Anand|Durairaj Thenmozhi
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Sarcasm Unveiled: Advanced Detection Techniques for Tamil and Malayalam Using Multi modal Approaches.
Sumathi S|Jayaseelan S|Kevin Jeyaraj P
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Abstractive Summarization of large articles in Hindi Language using IndicBART.
Chaitanya Subhedar|Sheetal Sonawane
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Investigation of Machine Learning and Transformer Models for Sarcasm Detection in Dravidian Languages.
Malliga Subramanian|Ananthakumar S|Deepiga P|Dharshini S|Kogilavani S. V
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Sarcasm Detection in Dravidian Languages Using Machine Learning and Transformer Models.
Malliga Subramnanian|Aruna A|Anbarasan T|Amudhavan M|Kogilavani S. V
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Text Summarization and Detection of Factual Incorrectness for Indian Languages.
Durairaj Thenmozhi|Rohan R|Niranjana A|Madussree Ravi|Padmashri R
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Leveraging Machine Learning and BERT for Sarcasm Detection in Text.
Kogilavani S. V|Priyadharshini C|Varshini L|Sathyaa S
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Detecting Hate Speech in Bangla: A Hybrid Model Using Machine Learning and Lexicon-Based Strategies.
Vinayak Vijay|Avishikta Bhattacharjee|Kirti Kumari|Upkar Kumar Kedia
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Enhanced Sarcasm Detection in Code-Mixed Tamil-English Text Using GRU and LSTM with SMOTE and Padding Techniques.
Kogilavani S. V|Navbila K|Sridhar S
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Leveraging Transfer Learning and Deep Recurrent Networks for Sarcasm Detection in Tamil Language Text.
Kogilavani S. V|Subhadevi K|Sowbharanika Janani J. S|Rahul K
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Text Summarization for Indian Languages: Extractive summarization using graph based technique.
Ansh Vora|Aastha Shah|Rinit Jain|Sheetal Sonawane
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Detecting Sarcasm in Social Media Text Using Indic Transliteration and Machine Learning Techniques.
Kogilavani S. V|Malliga Subramnanian|Prenitha S. P|Varshini S. H
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BI-LSTM and Hybrid Model Based Approaches for Accurate Sarcasm Identification in Tamil and Malayalam Languages.
Kogilavani S. V|Malliga Subramnanian|Sanjai R|Mohammed Sameer B|Motheeswaran K
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Automated Sarcasm Identification in Code-Mixed Social Media Text using Machine Learning Techniques.
Kogilavani S. V|Palani Murugan V|Pooja Sree M|Pavul Chinnappan D
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Code and Comment Classification in C using Machine Learning.
Sahil Walunj
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Detecting Hate Speech and Offensive Content in English: A Model Using DistilBERT and A Model Based on FastText Strategies.
Kongqiang Wang|Xiaobing Zhou
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Preface.