Course: 11110ISA 562100 自然語言處理實作Natural Language Processing Lab. | NTHU eLearn

Topic outline

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- Announcements Forum
- Python Virtual Environment Reference File
  
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Week 1 Course Syllabus
- spell.py File
  
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- big.txt File
  
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- Week 01 Lecture (updated 21092022) File
  
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- development_set.txt File
  
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- 前年教材 File
  
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- Assignment 1: Spellchecker
  
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Week 2 N-grams, Cross Corpora Analysis
- assignment_2.ipynb File
  
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- Week 02 Lecture File
  
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- Assignment 2: Cross-Corpora Analysis)
  
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- Video for week 2's lecture Page
  
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Week 3 Simple Unix Command
上週的lang8資料不足，請大家用以下資料做lang8 bigram
The lang8 corpus from last week is not sufficient for this week's assignment. Please use the version below for calculating bigrams:
https://drive.google.com/file/d/11wxKJr-VpmrHZ-MR41i4E097uY-T9okH/view?usp=sharing
- Unix for Poets -- Reference for text processing in Unix command line interface Page
  
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- Week 3 Lecture File
  
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- Unix for Poets -- Reference for text processing in Unix command line interface File
  
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- BNC_process.ipynb File
  
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- Assignment 3: Accidents
  
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- English version of this week's slide Page
  
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Week 4 Word Representations
- Assignment 4: Word2vec
  
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- Week 4 Word Representation File
  
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Week 5 Website Parser
- Week 5 Web Crawling and Parsing File
  
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- Week 5 Assignment Starter Code File
  
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- Assignment 5: Parser
  
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Week 6 Collocations / Grammar Patterns
- Week 6 Assignment Starter Code File
  
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- Week 6: Dependency Parser and spaCy File
  
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- Assignment 6: spacy
  
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Week 7 Streamlit, Final Project Announcement
- Final Project Announcement File
  
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- Week 7: Streamlit File
  
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- Week 7: Streamlit Assignment
  
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- Homework example URL
  
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Week 8 Neural Network introduction
- Neural Network for NLP introduction File
  
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- Datasets for your reference Page
  
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Week 9 Sentence Proficiency Level Classification
- Week 9: Sentence Proficiency Level Classification File
  
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- Assignment 8: Sentence Level Classifier
  
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Week 10 Final Topic Proposal
Week 11 Masked LM
- Assignment 11: Mask LM
  
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Week 12-13 Final Project Progress Check
Week 14 Grammatical Error Correction
- Week 14: GEC File
  
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- Assignment 12: GEC
  
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Week 16 Final Presentation 1
- Please upload your slide to this google drive URL
  
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Week 17 Final Presentation 2
- Please upload your slides to this google drive URL
  
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Final Project Report + Code + Data
- Upload your final project report + code + data here Assignment
  
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