N-Gram Language Model Lab

Learn about tokenization, build n-grams, and predict next words.

Step 1: Tokenization

Corpus Text

Lowercase Remove punctuation

Tokens

Step 2: N-Gram Builder

Choose N-Gram Type

Unigram (N=1) Bigram (N=2) Trigram (N=3)

Step 3: Tiny Predictor

Type a word or sequence... Predictions

How to Use N-Gram Language Model Lab

1️⃣

Tokenize

Enter text and apply tokenization options

2️⃣

Build N-Grams

Select N and build frequency table

3️⃣

Predict

Get next word predictions based on context

N-Gram Language Models

Explore the fundamentals of Natural Language Processing with our interactive N-Gram Language Model Lab. This tool helps students understand tokenization, n-gram construction, and word prediction. Learn how language models work by experimenting with different corpus texts and n-gram configurations. Perfect for computer science and linguistics students studying NLP fundamentals.