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

抱歉！此活動目前處於隱藏狀態

主題大綱

一般

全部收合展開全部
- Announcements 討論區
- Python Virtual Environment Reference 檔案(單一)
  
  檢視
Week 1 Course Syllabus
- spell.py 檔案(單一)
  
  檢視
- big.txt 檔案(單一)
  
  檢視
- Week 01 Lecture (updated 21092022) 檔案(單一)
  
  檢視
- development_set.txt 檔案(單一)
  
  檢視
- 前年教材檔案(單一)
  
  檢視
- Assignment 1: Spellchecker 作業
  
  檢視繳交作業
Week 2 N-grams, Cross Corpora Analysis
- assignment_2.ipynb 檔案(單一)
  
  檢視
- Week 02 Lecture 檔案(單一)
  
  檢視
- Assignment 2: Cross-Corpora Analysis) 作業
  
  檢視繳交作業
- Video for week 2's lecture 頁面
  
  檢視
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 頁面
  
  檢視
- Week 3 Lecture 檔案(單一)
  
  檢視
- Unix for Poets -- Reference for text processing in Unix command line interface 檔案(單一)
  
  檢視
- BNC_process.ipynb 檔案(單一)
  
  檢視
- Assignment 3: Accidents 作業
  
  檢視繳交作業
- English version of this week's slide 頁面
  
  檢視
Week 4 Word Representations
- Assignment 4: Word2vec 作業
  
  檢視繳交作業
- Week 4 Word Representation 檔案(單一)
  
  檢視
Week 5 Website Parser
- Week 5 Web Crawling and Parsing 檔案(單一)
  
  檢視
- Week 5 Assignment Starter Code 檔案(單一)
  
  檢視
- Assignment 5: Parser 作業
  
  檢視繳交作業
Week 6 Collocations / Grammar Patterns
- Week 6 Assignment Starter Code 檔案(單一)
  
  檢視
- Week 6: Dependency Parser and spaCy 檔案(單一)
  
  檢視
- Assignment 6: spacy 作業
  
  檢視繳交作業
Week 7 Streamlit, Final Project Announcement
- Final Project Announcement 檔案(單一)
  
  檢視
- Week 7: Streamlit 檔案(單一)
  
  檢視
- Week 7: Streamlit 作業
  
  檢視繳交作業
- Homework example 網址
  
  檢視
Week 8 Neural Network introduction
- Neural Network for NLP introduction 檔案(單一)
  
  檢視
- Datasets for your reference 頁面
  
  檢視
Week 9 Sentence Proficiency Level Classification
- Week 9: Sentence Proficiency Level Classification 檔案(單一)
  
  檢視
- Assignment 8: Sentence Level Classifier 作業
  
  檢視繳交作業
Week 10 Final Topic Proposal
Week 11 Masked LM
- Assignment 11: Mask LM 作業
  
  檢視繳交作業
Week 12-13 Final Project Progress Check
Week 14 Grammatical Error Correction
- Week 14: GEC 檔案(單一)
  
  檢視
- Assignment 12: GEC 作業
  
  檢視繳交作業
Week 16 Final Presentation 1
- Please upload your slide to this google drive 網址
  
  檢視
Week 17 Final Presentation 2
- Please upload your slides to this google drive 網址
  
  檢視
Final Project Report + Code + Data
- Upload your final project report + code + data here 作業
  
  檢視繳交作業