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siva-sai04/
INLP-A2

Name: INLP-A2
Availability: InStock

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Assignment 2 — README

pip install torch nltk scikit-learn gensim tqdm matplotlib seaborn scipy

python3 svd_embeddings.py

Output: embeddings/svd.pt

python3 word2vec.py

Output: embeddings/cbow.pt

Command	Description
`python3 pos_tagger.py --mode all`	Analogy + bias analysis and all three POS taggers
`python3 pos_tagger.py --mode analysis`	Analogy + bias only (no POS training)
`python3 pos_tagger.py --mode train --emb svd`	POS tagger — SVD embeddings only
`python3 pos_tagger.py --mode train --emb cbow`	POS tagger — CBOW embeddings only
`python3 pos_tagger.py --mode train --emb glove`	POS tagger — GloVe embeddings only

Outputs: confusion_matrix_svd.png, confusion_matrix_cbow.png, confusion_matrix_glove.png

GloVe: Downloaded automatically via gensim on first run (~65 MB). Not included in the submission zip.

2025202024_A2.zip
├── embeddings/
│   ├── svd.pt
│   └── cbow.pt
├── svd_embeddings.py
├── word2vec.py
├── pos_tagger.py
├── README.md
└── report.pdf