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https://github.com/sreecharanv/generating-realistic-and-diverse-textual-movie-reviews-with-imdb-dataset-leveraging-deep-learning
This project uses GPT-2 to generate realistic movie reviews from the IMDb dataset. By preprocessing data and fine-tuning the model, we achieved human-like text quality. The model's reviews were evaluated for coherence and diversity, showcasing GPT-2's potential in automated text generation.
https://github.com/sreecharanv/generating-realistic-and-diverse-textual-movie-reviews-with-imdb-dataset-leveraging-deep-learning
deep-learning deep-neural-networks gpt-2 large-language-models machine-learning movie-reviews natural-language-processing text-generation
Last synced: about 2 months ago
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This project uses GPT-2 to generate realistic movie reviews from the IMDb dataset. By preprocessing data and fine-tuning the model, we achieved human-like text quality. The model's reviews were evaluated for coherence and diversity, showcasing GPT-2's potential in automated text generation.
- Host: GitHub
- URL: https://github.com/sreecharanv/generating-realistic-and-diverse-textual-movie-reviews-with-imdb-dataset-leveraging-deep-learning
- Owner: SreecharanV
- Created: 2024-06-01T03:26:59.000Z (8 months ago)
- Default Branch: main
- Last Pushed: 2024-06-01T05:02:19.000Z (8 months ago)
- Last Synced: 2024-06-02T04:43:14.440Z (8 months ago)
- Topics: deep-learning, deep-neural-networks, gpt-2, large-language-models, machine-learning, movie-reviews, natural-language-processing, text-generation
- Language: Jupyter Notebook
- Homepage:
- Size: 3.36 MB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0