Speech and Language Technologies for Low-Resource Languages Second International Conference, SPELLL 2023, Perundurai, Erode, India, December 6–8, 2023, Revised Selected Papers /
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...
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| Formato: | Recurso Eletrônico livro eletrônico |
| Idioma: | inglês |
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Cham :
Springer Nature Switzerland : Imprint: Springer,
2024.
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| Edição: | 1st ed. 2024. |
| coleção: | Communications in Computer and Information Science,
2046 |
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| Acesso em linha: | https://doi.org/10.1007/978-3-031-58495-4 |
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| 245 | 1 | 0 | |a Speech and Language Technologies for Low-Resource Languages |h [electronic resource] : |b Second International Conference, SPELLL 2023, Perundurai, Erode, India, December 6–8, 2023, Revised Selected Papers / |c edited by Bharathi Raja Chakravarthi, Bharathi B, Miguel Ángel García Cumbreras, Salud María Jiménez Zafra, Malliga Subramanian, Kogilavani Shanmugavadivel, Preslav Nakov. |
| 250 | |a 1st ed. 2024. | ||
| 264 | 1 | |a Cham : |b Springer Nature Switzerland : |b Imprint: Springer, |c 2024. | |
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| 490 | 1 | |a Communications in Computer and Information Science, |x 1865-0937 ; |v 2046 | |
| 505 | 0 | |a -- 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. | |
| 520 | |a 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. | ||
| 650 | 0 | |a Artificial intelligence. | |
| 650 | 0 | |a Computer networks . | |
| 650 | 0 | |a Natural language processing (Computer science). | |
| 650 | 0 | |a Database management. | |
| 650 | 1 | 4 | |a Artificial Intelligence. |
| 650 | 2 | 4 | |a Computer Communication Networks. |
| 650 | 2 | 4 | |a Natural Language Processing (NLP). |
| 650 | 2 | 4 | |a Database Management. |
| 700 | 1 | |a Chakravarthi, Bharathi Raja. |e editor. |0 (orcid)0000-0002-4575-7934 |1 https://orcid.org/0000-0002-4575-7934 |4 edt |4 http://id.loc.gov/vocabulary/relators/edt | |
| 700 | 1 | |a B, Bharathi. |e editor. |0 (orcid)0000-0001-7279-5357 |1 https://orcid.org/0000-0001-7279-5357 |4 edt |4 http://id.loc.gov/vocabulary/relators/edt | |
| 700 | 1 | |a García Cumbreras, Miguel Ángel. |e editor. |0 (orcid)0000-0003-1867-9587 |1 https://orcid.org/0000-0003-1867-9587 |4 edt |4 http://id.loc.gov/vocabulary/relators/edt | |
| 700 | 1 | |a Jiménez Zafra, Salud María. |e editor. |0 (orcid)0000-0003-3274-8825 |1 https://orcid.org/0000-0003-3274-8825 |4 edt |4 http://id.loc.gov/vocabulary/relators/edt | |
| 700 | 1 | |a Subramanian, Malliga. |e editor. |0 (orcid)0000-0003-3263-0376 |1 https://orcid.org/0000-0003-3263-0376 |4 edt |4 http://id.loc.gov/vocabulary/relators/edt | |
| 700 | 1 | |a Shanmugavadivel, Kogilavani. |e editor. |0 (orcid)0000-0002-0715-143X |1 https://orcid.org/0000-0002-0715-143X |4 edt |4 http://id.loc.gov/vocabulary/relators/edt | |
| 700 | 1 | |a Nakov, Preslav. |e editor. |4 edt |4 http://id.loc.gov/vocabulary/relators/edt | |
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| 776 | 0 | 8 | |i Printed edition: |z 9783031584947 |
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| 950 | |a Springer Nature Proceedings Computer Science (SpringerNature-85344) | ||