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This repository contains solutions to Assignments of CS224d: Deep Learning for Natural Language Processing

Jupyter Notebook 72.20% Shell 0.31% Python 27.49%
cs224d deep-learning natural-language-processing

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cs224d-assignment-solutions's Issues

RNN loss converging too early than expected.

Recurrent Neural Network which I implemented for Assignment 2 Question 3 (Language Model) is expected to achieve a validation perplexity below 175. But My RNN-LM model converged to validation perplexity of 9035 even after about 4 hours of CPU training. I even used annealing learning rate (Exponential decay of Learning rate) to prevent overshooting.

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