NwQM: A neural quality assessment framework for Wikipedia
收藏资源简介:
This contains the datasets we used for implementing "NwQM: A neural quality assessment framework for Wikipedia". "wikipages.csv" contains the text page content, talk page content, and the quality for each page. "sample_wiki_images.zip" contains the screenshots for a sample of pages. "finetuned_inceptionv3_model.h5" is the InceptionV3 model finetuned on Wikipedia. "finetuned_inceptionv3_embeddings.json" contains the finetuned InceptionV3 embeddings of each image generated from finetuned_inceptionv3_model.h5.
本数据集包含用于实现"NwQM:面向维基百科的神经质量评估框架"的相关实验数据集。其中,"wikipages.csv"收录了各维基百科页面的正文内容、讨论页内容及对应页面的质量评分;"sample_wiki_images.zip"存储了部分维基百科页面的截图样本;"finetuned_inceptionv3_model.h5"为在维基百科数据集上微调后的InceptionV3模型(InceptionV3);"finetuned_inceptionv3_embeddings.json"包含由上述微调后的InceptionV3模型生成的各图像的嵌入向量。



