---
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:
```python
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")

```