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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 / edited by Bharathi Raja Chakravarthi, Bharathi B, Miguel Ángel García Cumbreras, Salud María Jiménez Zafra, Malliga Subramanian, Kogilavani Shanmugavadivel, Preslav Nakov.
Springer Nature - Springer Computer Science eBooks 2024 English International Available online
View online- Format:
- Book
- Series:
- Communications in Computer and Information Science, 1865-0937 ; 2046
- Language:
- English
- Subjects (All):
- Artificial intelligence.
- Computer networks.
- Natural language processing (Computer science).
- Database management.
- Artificial Intelligence.
- Computer Communication Networks.
- Natural Language Processing (NLP).
- Database Management.
- Local Subjects:
- Artificial Intelligence.
- Computer Communication Networks.
- Natural Language Processing (NLP).
- Database Management.
- Physical Description:
- 1 online resource (470 pages)
- Edition:
- 1st ed. 2024.
- Place of Publication:
- Cham : Springer Nature Switzerland : Imprint: Springer, 2024.
- Summary:
- 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.
- Contents:
- Language Resources.
- PolitiKweli: A Swahili-English Code-switched Twitter Political Misinformation Classification Dataset.
- Telugu Meme Dataset and Baseline System for Automatic Identification of Domain, and Troll in Memes
- SamPar: A Marathi hate speech dataset for Homophobia, Transphobia
- L3Cube-MahaNews: News-based Short Text and Long Document Classification Datasets in Marathi
- Creation and Classification of Kannada Meme Dataset: Exploring Domain and Troll Categories
- Examining the Opportunities in Python Programming
- Language Technologies:
- Natural Language Processing for Tulu: Challenges, Review and Future Scope.
- DeepBoost TransNet Transformer Network for Depression Classification.
- Optimized BERT model for Question Answering System on Mobile Platform.
- A Comparative Analysis of Pretrained Models for Sentiment Analysis on Restaurant Customer Reviews(CAPM-SARCR)
- Lightweight Language Agnostic Data Sanitization Pipeline for dealing with Homoglyphs in Code-Mixed Languages
- TextGram: Towards a better domain-adaptive pretraining
- Abusive Social Media Comments Detection for Tamil and Telugu
- Sales Forecasting from Group Conversation using Natural Language Processing
- Hands in Harmony: Empowering Communication through Translation
- Offensive text detection for Tamil language
- Telugu-English Abusive Comment Detection using XLMRoBERTa and mBERT
- A Knowledge Engineering Framework Addressing High Incidence of Farmer Suicides
- Event Categorization from News Articles using Machine Learning Techniques
- From Words to Emotions: Identifying Depression through Social Media Insights
- Text Summarisation for Low-resourced Languages, A review
- Speech Technologies
- Multi Speaker Activity Detection Using Spectral Centroids
- Spoken Language Identification System using Convolutional Neural Networks
- Exploring the Role of Entropy in Music Classification
- Spectral Features Based Spoken Dialect Identification for Punjabi Language
- Hate Speech Detection Using Audio in Portuguese Language
- An Empirical Analysis of the Consonantal Phonemic Patterns and characteristics of English spoken in India
- Workshop 1: Workshops - Regional fake, MMLOW, LC4.
- Multilingual Fake News Detection in Low-Resource Languages: A Comparative Study Using BERT and GPT-3.5
- Bridging the Language Gap: Transformer-Based BERT for Fake News Detection in Low-Resource Settings
- Optimized latent-dirichlet-allocation based topic modeling – an empirical study
- Gender Recognition using ANN and Forward Rajan Transform Inclusive of Transgender Identity
- Sarcasm Detection for Tamil Code-Mix Data using Transformers
- Automatic identification of Meimayakkam in Tamil words using Rule based and Transfer learning.
- Notes:
- Includes bibliographical references and index.
- ISBN:
- 3-031-58495-3
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