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Speech and Language Technologies for Low-Resource Languages

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Cover of 'Speech and Language Technologies for Low-Resource Languages'

Table of Contents

  1. Altmetric Badge
    Book Overview
  2. Altmetric Badge
    Chapter 1 KanSan : Kannada-Sanskrit Parallel Corpus Construction for Machine Translation
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    Chapter 2 A Parsing Tool for Short Linguistic Constructions
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    Chapter 3 TamilEmo: Fine-grained Emotion Detection Dataset for Tamil
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    Chapter 4 Context Sensitive Tamil Language Spellchecker Using RoBERTa
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    Chapter 5 Correlating Copula Constructions in Tamil and English for Machine Translation
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    Chapter 6 Tamil NLP Technologies: Challenges, State of the Art, Trends and Future Scope
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    Chapter 7 Contextualized Embeddings from Transformers for Sentiment Analysis on Code-Mixed Hinglish Data: An Expanded Approach with Explainable Artificial Intelligence
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    Chapter 8 Transformer Based Hope Speech Comment Classification in Code-Mixed Text
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    Chapter 9 Paraphrase Detection in Indian Languages Using Deep Learning
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    Chapter 10 Opinion Classification on Code-mixed Tamil Language
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    Chapter 11 Analyzing Tamil News Tweets in the Context of Topic Identification
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    Chapter 12 Textual Entailment Recognition with Semantic Features from Empirical Text Representation
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    Chapter 13 Impact of Transformers on Multilingual Fake News Detection for Tamil and Malayalam
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    Chapter 14 Development of Multi-lingual Models for Detecting Hope Speech Texts from Social Media Comments
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    Chapter 15 Transfer Learning Based Youtube Toxic Comments Identification
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    Chapter 16 Contextual Analysis of Tamil Proverbs for Automatic Meaning Extraction
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    Chapter 17 Question Answering System for Tamil Using Deep Learning
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    Chapter 18 Exploring the Opportunities and Challenges in Contributing to Tamil Wikimedia
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    Chapter 19 Early Alzheimer Detection Through Speech Analysis and Vision Transformer Approach
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    Chapter 20 Active Contour Segmentation and Deep Learning Based Hand Gesture Recognition System for Deaf and Dumb People
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    Chapter 21 Multimodal Hate Speech Detection from Bengali Memes and Texts
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    Chapter 22 A Novel Dataset for Fake News Detection in Tamil Regional Language
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    Chapter 23 Fake News Detection in Low-Resource Languages
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    Chapter 24 MMOD-MEME: A Dataset for Multimodal Face Emotion Recognition on Code-Mixed Tamil Memes
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    Chapter 25 End-to-End Unified Accented Acoustic Model for Malayalam-A Low Resourced Language
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Chapter title
Exploring the Opportunities and Challenges in Contributing to Tamil Wikimedia
Chapter number 18
Book title
Speech and Language Technologies for Low-Resource Languages
Published by
Springer, Cham, January 2023
DOI 10.1007/978-3-031-33231-9_18
Book ISBNs
978-3-03-133230-2, 978-3-03-133231-9
Authors

Navaneethakrishnan, Subalalitha Chinnaudayar, Thangasamy, Sathiyaraj, R, Nithya, Info-farmer, Neechalkaran

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