shrebox / Natural-Language-Processing

Compilation of Natural Language Processing (NLP) codes. BONUS: Link to Information Retrieval (IR) codes compilation. (checkout the readme)

Natural-Language-Processing

This repository includes the codes for the following topics:

1. Edit Distance
2. Regex
3. Discriminative and Generative Models
4. HMM - Viterbi Algorithm
5. NLP Tools:
   • Word Similarity (Word2vec)
   • Document Similarity (Doc2Vec)
   • Spacy (Lemmatization, POS Tagging, NER, Word Similarity)

Each directory contains these files:

• $ Problem_Statement.jpg #the problem statement.
• $ Solution.py #contains the solution code.
• $ Report.pdf #contains the detailed analysis of the problem and it's solution explaination.

👽 Do checkout the Information Retrieval (IR) codes compilation too here!

I'll also try to add resources below this relevant to NLP research:

• https://www.cse.iitd.ac.in/~mausam/courses/col873/spring2020/
• ACL Year-Round Mentorship Program for NLP.