NLP Essentials
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  • Overview
    • Syllabus
    • Schedule
    • Development Environment
    • Homework
  • Text Processing
    • Frequency Analysis
    • Tokenization
    • Lemmatization
    • Regular Expressions
    • Homework
  • Language Models
    • N-gram Models
    • Smoothing
    • Maximum Likelihood Estimation
    • Entropy and Perplexity
    • Homework
  • Vector Space Models
    • Bag-of-Words Model
    • Term Weighting
    • Document Similarity
    • Document Classification
    • Homework
  • Distributional Semantics
    • Distributional Hypothesis
    • Word Representations
    • Latent Semantic Analysis
    • Neural Networks
    • Word2Vec
    • Homework
  • Contextual Encoding
    • Subword Tokenization
    • Recurrent Neural Networks
    • Transformer
    • Encoder-Decoder Framework
    • Homework
  • NLP Tasks & Applications
    • Text Classification
    • Sequence Tagging
    • Structure Parsing
    • Relation Extraction
    • Question Answering
    • Machine Translation
    • Text Summarization
    • Dialogue Management
    • Homework
  • Projects
    • Speed Dating
    • Team Formation
    • Proposal Pitch
    • Proposal Report
    • Live Demonstration
    • Final Report
    • Team Projects
      • Team Projects (2024)
    • Project Ideas
      • Project Ideas (2024)
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NLP Tasks & Applications

Text ClassificationSequence TaggingStructure ParsingRelation ExtractionQuestion AnsweringMachine TranslationText SummarizationDialogue ManagementHomework
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