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# XMTC: 极端多标签文本分类相关工作 | 一隅
摘要 本博客主要总结一下近期看到的一些关于极端多标签文本分类(Extreme Multi-Label Text Classification,XMTC)的相关工作。 之前尝试研究了一个月,发现 SOTA 复现不太出来,只能放弃了换方向了。希望这篇博客能帮到有缘人。
[https://tqnwhz.github.io/blog/2022/08…
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http://dl.acm.org/citation.cfm?id=3080834
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**Is your feature request related to a problem? Please describe.**
Extreme multi-label classification tasks require annotators to choose from a large set of possible labels. This set of labels may va…
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**Is your feature request related to a problem? Please describe.**
It's not uncommon for classification labels to have 100s or more options for certain tasks. In this case, the annotator UI is much…
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Consider the following resources for machine learning, probability, and classic AI
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[Wheel/Rail Adhesion State Identification of Heavy-Haul Locomotive Based on Particle…
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Exploring the concept of autonomous machines, particularly within the context of directions (navigation, decision-making, etc.), involves several technical aspects that combine elements of artificial …
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- [Machine learning in automated text categorization](http://dl.acm.org/citation.cfm?id=505283)
- [A comparative study on feature selection in text categorization](http://www.surdeanu.info/mihai/teach…
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Hello
I am currently working at Swiss National Library experimenting with Annif for the automatic generation of Dewey numbers.
In that process I started experimenting with BERT approaches as expla…
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Hey guys, what exactly are we going to be working on?
Just classification? Classification of overlapping sounds? The limits of classification?
We can also talk about it here!
On the wiki, you can fi…