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env-topic-albert
celtics1863/env-topic-albert
env-topic-albert is a machine learning model from celtics1863. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for transformers. The card lists the license as apache-2.0.
话题分类模型，使用某乎"环境"话题下所有子话题，过滤后得69类。 top1 acc 54.3, top3 acc 80.6， 可以用于中文环境文本挖掘的预处理步骤。
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Repo size
32.8 MB
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.bin16.4 MB · 97%
At a glance
- Library
- transformers
- License
- apache-2.0
- Model type
- bert
- Access
- Public
- Created
- Apr 3, 2023
- Updated
- Apr 3, 2023
- SHA
- b15d0d62
Model card
From the Hugging Face model README
话题分类模型，使用某乎"环境"话题下所有子话题，过滤后得69类。
top1 acc 54.3,
top3 acc 80.6，
可以用于中文环境文本挖掘的预处理步骤。
albert模型，模型小，推理速度快。
标签： "生态环境","水污染", "野生动物保护", "太阳能", "环保经济", "污水处理", "绿色建筑", "水处理", "噪音污染", "温室效应", "净水设备", "净水器", "自来水", "生活", "环境评估", "空气污染", "环境评价", "工业污染", "雾霾", "植树", "环保行业", "水处理工程", "沙漠治理", "巴黎协定", "核能", "噪音", "环评工程师", "二氧化碳", "低碳", "自然环境", "沙尘暴", "环境工程", "秸秆焚烧", "PM 2.5", "太空垃圾", "穹顶之下（纪录片）", "垃圾", "环境科学", "净水", "污水排放", "室内空气污染", "环境污染", "全球变暖", "邻居噪音", "土壤污染", "生物多样性", "碳交易", "污染治理", "雾霾治理", "碳金融", "建筑节能", "风能及风力发电", "温室气体", "环境保护", "碳排放", "垃圾处理器", "气候变化", "化学污染", "地球一小时", "环保组织", "物种多样性", "节能减排", "核污染", "环保督查", "垃圾处理", "垃圾分类", "重金属污染", "环境伦理学", "垃圾焚烧"
- Library
- transformers
- Type
- bert
- License
- apache-2.0
- Languages
- zh
- Created
- Apr 3, 2023
- Updated
- Apr 3, 2023