https://github.com/ruoheng-du/natural-language-processing
Natural Language Processing | Summer 2023 - Winter 2024
https://github.com/ruoheng-du/natural-language-processing
hierarchical-attention-networks natural-language-processing text-classification word-embeddings
Last synced: 2 months ago
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Natural Language Processing | Summer 2023 - Winter 2024
- Host: GitHub
- URL: https://github.com/ruoheng-du/natural-language-processing
- Owner: ruoheng-du
- Created: 2023-08-24T10:27:53.000Z (over 1 year ago)
- Default Branch: main
- Last Pushed: 2024-05-24T07:06:16.000Z (12 months ago)
- Last Synced: 2025-01-15T19:28:37.263Z (4 months ago)
- Topics: hierarchical-attention-networks, natural-language-processing, text-classification, word-embeddings
- Language: Jupyter Notebook
- Homepage:
- Size: 73.4 MB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
# Natural Language Processing | Summer 2023 - Winter 2024
This is the repository for some of the research assistant work done at Nanjing University from Summer 2023 to Winter 2024. The related programming work was implemented using Python NumPy & Keras. Other research work involved data collection, data cleaning, and analysis. Please feel free to email me at [email protected] for any more information.
### Text Classification
The /text_classification directory contains the training and prediction using the Hierarchical Attention Network model on different datasets. This part of the work aimed to explore the effectiveness of classification models for future research.
### Word Embeddings
The /word_embeddings directory includes the code for static word embeddings, contextual word embeddings, and their Cartesian product. This part of the work aimed to prepare for text processing in subsequent research.
