NLP Essentials
GitHub Author
  • 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)
Powered by GitBook

Copyright © 2023 All rights reserved

On this page

Was this helpful?

Export as PDF
  1. Overview

Schedule

CS|QTM|LING-329: Computational Linguistics (Spring 2025)

Date
Topic
Assignment

01/15

01/20

Martin Luther King Day

01/22

01/27

(continue)

01/29

(continue)

02/03

(continue)

02/05

02/10

02/12

(continue)

02/17

(continue)

02/19

(continue)

02/24

02/26

(continue)

03/03

(continue)

03/05

(continue)

03/10

Spring Break

03/12

Spring Break

03/17

03/19

03/24

03/26

(continue)

03/31

(continue)

04/02

(continue)

04/07

(continue)

04/09

04/14

(continue)

04/16

(continue)

04/21

04/23

04/28

NLP Tasks & Applications

  • Attendance is mandatory for all Project Pitches and Live Demonstrations sessions.

PreviousSyllabusNextDevelopment Environment

Last updated 1 month ago

Was this helpful?

Overview
Homework 0
Text Processing
Homework 1
Speed Dating
Team Formation
Language Models
Homework 2
Vector Space Models
Proposal Pitch
Homework 3
Proposal Pitches
Proposal Report
Proposal Pitches
Distributional Semantics
Homework 4
Contextual Encoding
Live Demonstration
Live Demonstrations
Live Demonstrations
Final Report
Homework 5