Low resource social media text mining

Low resource social media text mining / Shriphani Palakodety, Ashiqur R. KhudaBukhsh, Guha Jayachandran.

This book focuses on methods that are unsupervised or require minimal supervision--vital in the low-resource domain. Over the past few years, rapid growth in Internet access across the globe has resulted in an explosion in user-generated text content in social media platforms. This effect is signifi...

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Bibliographic Details
Main Authors: Palakodety, Shriphani (Author), KhudaBukhsh, Ashiqur R. (Author), Jayachandran, Guha (Author)
Format: eBook
Language:English
Published: Singapore : Springer, 2021.
Series:SpringerBriefs in computer science,
Subjects:
Text data mining.
Natural language processing (Computer science)
Text data mining
Online Access:Click for online access
Table of Contents:
  • Chapter 1: Introduction and outline
  • Chapter 2: Natural Language Processing Preliminary
  • Chapter 3: Low-Resource Multilingual Social Media Text and Challenges
  • Chapter4: Robust Language Identification
  • Chapter 5: Semantic Sampling
  • Chapter6: Unsupervised Machine Translation.

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