英文:
Apply Text classification on Social Media Comments
问题
我需要对Instagram评论进行分类。
我搜索了很多但是我得到的选项都是情感分析。
由于评论不是很长的文本，摘要也似乎不是一个选项。
我希望分类如下所示。
英文:
I need to perform Classification on Instagram comments.
I searched a lot but I am getting options for Sentiment Analysis.
Since the comments are not very long text, summarization also doesnt look like an option.
I want the classification to be like the below.
答案1
得分: 1
我认为你正在处理一个多类文本分类问题。你需要训练一个定制的人工智能模型以满足你的特定目的。你可以选择从头开始创建模型，例如使用LSTMs，或者使用一些预训练模型并在你的自定义数据集上进行训练。
这个链接可能是一个很好的起点。它使用BERT作为基本模型。注意 - 这是一个预训练模型，你可以在HuggingFace找到类似的模型。
你可能也想看看这个。它包含一些基本模型，可能适合你的任务。
英文:
I think you are dealing with a <b>multi-class text classification problem</b>. You need to train a custom AI model to serve your specific purpose. Either you can go by creating a model from scratch, example using LSTMs or you can use some pre-trained models and train them on your custom dataset.
This link could be a good starting point. It uses BERT as the base model. Note- this is a pre-trained model, and you can look for similar models at HuggingFace.
You may also want to check this out. It contains some basic models which may be a good try for your task.
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