/NLP-N-gram-Language-Model-and-Preposition-Prediction

This assignment will guide you through the implementation of n-gram language models with various approaches to handling sparse data. You will also apply your model to the task of classification.

Primary LanguageJupyter Notebook

NLP：N-gram Language Model and Preposition Prediction

A linguistic system without statistics is often fragile and may break when run on real data. It will also be unable to resolve ambiguities. The N-gram model is a starting point and may get reasonable results even though it doesn't have any real linguistics yet.

This assignment will guide you through the implementation of n-gram language models with various approaches to handling sparse data. You will also apply your model to the task of classification.

Content:

A1.pdf: Assignment Handbook

NLP_A1.ipynb: Jupyter Notebook template. (Google Colab version)

data:

Data files for Section 1 n-gram lm

Data files for Section 2 preposition prediction