Page Index - iffatAGheyas/applied-nlp-handbook GitHub Wiki
34 page(s) in this GitHub Wiki:
- Home
- NLP Application–Focused Syllabus
- Part I: Foundations
- Part II: Core NLP Tasks
- Part III: Generation & Summarization
- Part IV: Information Retrieval & QA
- Part V: Evaluation, Deployment & Ethics
- Portfolio Projects (Optional)
- Module 10 Document Retrieval and Ranking
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- Module 11 Question Answering and Reading Comprehension
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- Module 12 Dialogue Systems and Chatbots
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- Module 13 Evaluation Metrics
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- Module 2 Text Cleaning and Preprocessing
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- Module 3 Text Representations
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- Module 4 Text Classification and Sentiment Analysis
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- Module 5 Named Entity Recognition and Sequence Labeling
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- Module 6 Topic Modeling and Document Clustering
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- Module 7 Language Modeling and Text Generation
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- Module 8 Text Summarization
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- Module 9 Machine Translation and Cross Lingual Transfer
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- Module1
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