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SZU-AdvTech-2023/254-Neural-News-Recommendation-with-Attentive-Multi-View-Learning

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新闻推荐系统

这个代码实现了neural news recommendation with attentive multi-view learning新闻推荐系统模型,即注意力多试图的神经新闻推荐系统

模型 全称 论文
NAML 基于注意力多试图学习的神经新闻推荐 https://arxiv.org/abs/1907.05576

运行代码之前需要下载glove预训练嵌入

wget https:/nlp.stanford.edu/data/glove.8408.300d.zip

下载微软官方MIND数据集

https://mind20191smallblob.core.windows.net/release/MINDLarge_train.zip
https://mind20191osmall.blob.core.windows.net/release/MINDlarge_test.zip
https://mind20191osmall.blob.core.windows.net/release/MINDLarge_dev.zip

先进行数据预处理

python src/data_preprocess.py

运行

python src/train.py
python src/evaluate.py

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