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Speech and Language Technologies for Low-Resource Languages

Second International Conference, SPELLL 2023, Perundurai, Erode, India, December 6–8, 2023, Revised Selected Papers

  • Conference proceedings
  • © 2024

Overview

Editors:
  1. Bharathi Raja Chakravarthi

    1. National University of Ireland, Galway, Ireland

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  2. Bharathi B

    1. Sri Sivasubramaniya Nadar College of Engineering, Kalavakkam, India

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  3. Miguel Ángel García Cumbreras

    1. University of Jaén, Jaén, Spain

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  4. Salud María Jiménez Zafra

    1. University of Jaén, Jaén, Spain

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  5. Malliga Subramanian

    1. Kongu Engineering College, Erode, India

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  6. Kogilavani Shanmugavadivel

    1. Kongu Engineering College, Erode, India

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  7. Preslav Nakov

    1. Mohamed Bin Zayed University of Artificial Intelligence, Abu Dhabi, United Arab Emirates

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Part of the book series: Communications in Computer and Information Science (CCIS, volume 2046)

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Conference proceedings info: SPELLL 2023.

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About this book

This book constitutes the refereed conference proceedings of the second International Conference on Speech and Language Technologies for Low-Resource Languages, SPELLL 2023, held in Perundurai, Erode, India, during December 6–8, 2023.

The 27 full papers and 6 short papers presented in this book were carefully reviewed and selected from 94 submissions. The papers are divided into the following topical sections: language resources; language technologies; speech technologies; and workshops - regional fake, MMLOW, LC4.

Keywords

Table of contents (33 papers)

  1. Front Matter

    Pages i-xiv
    Download chapter PDF

  2. Language Resources

    1. Front Matter

      Pages 1-1
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    2. PolitiKweli: A Swahili-English Code-Switched Twitter Political Misinformation Classification Dataset

      • Cynthia Amol, Lilian Wanzare, James Obuhuma
      Pages 3-17

    3. Telugu Meme Dataset and Baseline System for Automatic Identification of Domain, and Troll in Memes

      • N. Lohith, S. Adnan Raqeeb, Poreddy Sai Manoj Reddy, Chekuri Venkata Sunil Kumar, M. Anand Kumar, Bharathi Raja Chakravarthi
      Pages 18-33

    4. SamPar: A Marathi Hate Speech Dataset for Homophobia, Transphobia

      • Bhargav Chhaya, Prasanna Kumar Kumaresan, Rahul Ponnusamy, Bharathi Raja Chakravarthi
      Pages 34-51

    5. L3Cube-MahaNews: News-Based Short Text and Long Document Classification Datasets in Marathi

      • Saloni Mittal, Vidula Magdum, Sharayu Hiwarkhedkar, Omkar Dhekane, Raviraj Joshi
      Pages 52-63

    6. Creation and Classification of Kannada Meme Dataset: Exploring Domain and Troll Categories

      • Sahana Y. Kundargi, Lohith N, Anand Kumar M, Bharathi Raja Chakravarthi
      Pages 64-78

    7. The Impact of Tamil Python Programming in Wikisource

      • A. Vinoth, Sathiyaraj Thangasamy, R. Nithya, C. N. Subalalitha, P. D. Mahendhiran, Info-Farmer
      Pages 79-90

  3. Language Technologies

    1. Front Matter

      Pages 91-91
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    2. Natural Language Processing for Tulu: Challenges, Review and Future Scope

      • Poorvi Shetty
      Pages 93-109

    3. DepBoost-TransNet: Boosted Transformer Network for Depression Classification

      • Pratik Anil Rahood, Prasanna Kumar Kumaresan, Bharathi Raja Chakravarthi
      Pages 110-128

    4. Optimized BERT Model for Question Answering System on Mobile Platform

      • Priyadarshini Patil, Chandan Rao, S. M. Meena
      Pages 129-139

    5. A Comparative Analysis of Pretrained Models for Sentiment Analysis on Restaurant Customer Reviews (CAPM-SARCR)

      • S. Santhiya, C. Sharmila, P. Jayadharshini, M. N. Dharshini, B. Dinesh Kumar, K. Sandeep
      Pages 140-147

    6. Lightweight Language Agnostic Data Sanitization Pipeline for Dealing with Homoglyphs in Code-Mixed Languages

      • Mohammad Yusuf Jamal Aziz Azmi, Subalalitha Chinnaudayar Navaneethakrishnan
      Pages 148-160

    7. TextGram: Towards a Better Domain-Adaptive Pretraining

      • Sharayu Hiwarkhedkar, Saloni Mittal, Vidula Magdum, Omkar Dhekane, Raviraj Joshi, Geetanjali Kale et al.
      Pages 161-173

    8. Abusive Social Media Comments Detection for Tamil and Telugu

      • Mani Vegupatti, Prasanna Kumar Kumaresan, Swetha Valli, Kishore Kumar Ponnusamy, Ruba Priyadharshini, Sajeetha Thavaresan
      Pages 174-187

    9. Sales Forecasting from Group Conversation Using Natural Language Processing

      • R. S. Shudapreyaa, P. Santhiya, S. Kavitha, P. Prakash
      Pages 188-209

    10. Hands in Harmony: Empowering Communication Through Translation

      • C. Manikandan, B. Keerthana, N. Raju, Sunkavalli Supriya, Pentyala Bhavani, Grandhi Sirisha
      Pages 210-224

    11. Offensive Text Detection for Tamil Language

      • R. Srishti Gulecha, Sourav Kumar Neelamegam Rajaram Subramanian, S. Abirami
      Pages 225-235

    12. Telugu-English Abusive Comment Detection Using XLMRoBERTa and mBERT

      • Pingala Revanth Reddy, K. V. Munawwar, K. Nandhini
      Pages 236-245
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Other volumes

  1. Speech and Language Technologies for Low-Resource Languages

Editors and Affiliations

  • National University of Ireland, Galway, Ireland

    Bharathi Raja Chakravarthi

  • Sri Sivasubramaniya Nadar College of Engineering, Kalavakkam, India

    Bharathi B

  • University of Jaén, Jaén, Spain

    Miguel Ángel García Cumbreras, Salud María Jiménez Zafra

  • Kongu Engineering College, Erode, India

    Malliga Subramanian, Kogilavani Shanmugavadivel

  • Mohamed Bin Zayed University of Artificial Intelligence, Abu Dhabi, United Arab Emirates

    Preslav Nakov

Bibliographic Information

  • Book Title: Speech and Language Technologies for Low-Resource Languages

  • Book Subtitle: Second International Conference, SPELLL 2023, Perundurai, Erode, India, December 6–8, 2023, Revised Selected Papers

  • Editors: Bharathi Raja Chakravarthi, Bharathi B, Miguel Ángel García Cumbreras, Salud María Jiménez Zafra, Malliga Subramanian, Kogilavani Shanmugavadivel, Preslav Nakov

  • Series Title: Communications in Computer and Information Science

  • DOI: https://doi.org/10.1007/978-3-031-58495-4

  • Publisher: Springer Cham

  • eBook Packages: Computer Science, Computer Science (R0)

  • Copyright Information: The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG 2024

  • Softcover ISBN: 978-3-031-58494-7Published: 24 April 2024

  • eBook ISBN: 978-3-031-58495-4Published: 23 April 2024

  • Series ISSN: 1865-0929

  • Series E-ISSN: 1865-0937

  • Edition Number: 1

  • Number of Pages: XIV, 460

  • Number of Illustrations: 142 b/w illustrations, 130 illustrations in colour

  • Topics: Artificial Intelligence, Computer Communication Networks, Natural Language Processing (NLP), Database Management

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