https://github.com/rubaramanan/lexical-simplification

https://github.com/rubaramanan/lexical-simplification

deeplearning summarization t5-model transfer-learning

Last synced: about 10 hours ago
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• Host: GitHub
• URL: https://github.com/rubaramanan/lexical-simplification
• Owner: rubaramanan
• Created: 2021-02-21T11:41:27.000Z (over 3 years ago)
• Default Branch: main
• Last Pushed: 2021-02-26T13:28:35.000Z (over 3 years ago)
• Last Synced: 2024-04-20T14:22:40.106Z (7 months ago)
• Topics: deeplearning, summarization, t5-model, transfer-learning
• Language: Python
• Homepage:
• Size: 12.7 KB
• Stars: 0
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Lexical-Simplification

## Download the wikihow dataset

```bash

wget https://www.inf.uni-hamburg.de/en/inst/ab/lt/resources/data/complex-word-identification-dataset/cwishareddataset.zip

```

## Unzip data as dataset folder

```bash

unzip cwishareddataset.zip -d datset

```

## Download the glove model

```bash

wget http://nlp.stanford.edu/data/glove.6B.zip

```

## Unzip model as embeddings folder

```bash

unzip glove.6B.zip -d embeddings

```

## install require python libraries

```bash

pip3 install nltk pandas matplotlib keras gensim sklearn seaborn

```