2020/05/zero-shot-text-classification/ about blog-comments HOT 8 CLOSED

Thank you

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Interesting paper indeed!

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Nice summary

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awesome summary

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Interesting approach.
It's interesting that they think that this is the first zero-shot text classification paper.
The first one is actually:
Ming-Wei Chang and Lev Ratinov and Dan Roth and Vivek Srikumar, Importance of Semantic Representation: Dataless Classification, AAAI (2008)
and it was followed up by several others that used the term "dataless" rather than "zero-shot".
If you only care about a NN approach, check out:
Wenpeng Yin and Jamaal Hay and Dan Roth, Benchmarking Zero-shot Text Classification: Datasets, Evaluation, and Entailment Approach, EMNLP (2019)

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i want ask you what application suitable apply zero shot??

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Great presentation! Can you provide us a github repo for this experiment? Thanks

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Good notes. Looking forward further blogs about ZSL.

This post https://joeddav.github.io/blog/2020/05/29/ZSL.html also discusses the ZSL using NLI paradigm.

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