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Exploration-Lab/
CS781

Name: CS781
Creator: Exploration-Lab
License: https://spdx.org/licenses/CC-BY-NC-ND-4.0.html

cc-by-nc-nd-4.0

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CS781-Fall 2026 IIT-Kanpur

Instructor: Dr. Ashutosh Modi

Assignment-1

There are 5 main tasks in Assignment-1:

Explore Zipf's Law for multilingual data. N-gram language modeling. Neural Network Implementation from Scratch for Word2Vec for English-Hindi mixed corpora. Neural Network Language Model from scratch for English-Hindi mixed corpora. Byte-Pair encoding for subword tokenization and training a NLM model on the same.

The data can be fetched using the… See the full description on the dataset page: https://huggingface.co/datasets/Exploration-Lab/CS781.