README.md

metadata

license: cc-by-nc-nd-4.0
configs:
  - config_name: Assignment-1
    data_files:
      - split: train
        path: Assignment-1/train.parquet
      - split: val
        path: Assignment-1/validation.parquet
  - config_name: Assignment-1-analogy
    data_files:
      - split: test
        path: Assignment-1/test*

CS781-Fall 2026 IIT-Kanpur

Instructor: Dr. Ashutosh Modi

Assignment-1

There are 2 main tasks in Assignment-1:

1. Neural Network Implementation from Scratch for Word2Vec for English-Hindi mixed corpora
2. Neural Network Language Model from scratch for English-Hindi mixed corpora

The data can be fetched using the datasets API as follows:

from datasets import load_dataset

# Word2Vec Dataset
train = load_dataset("Exploration-Lab/CS781", "Assignment-1", split="train")
val = load_dataset("Exploration-Lab/CS781", "Assignment-1", split="val")
test = load_dataset("Exploration-Lab/CS781", "Assignment-1-analogy", split="test")