alihan/zeroshot_topics-nlp
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Rita Anjana
2021-11-22 15:38:57 +05:30
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@@ -32,6 +32,7 @@ The algorithm contains, 4 stages:
3. **Trace the Hypernyms for the keywords**: Identify the Hypernyms(the root/parent word) and use this as the psuedo-label for the zeroshot classifier.
4. **Zeroshot classification**: Use the Hypernyms and documents to label via zeroshot classifiers.
Note: Currently, this tends to work well on short-texts in general, in the future I intend to experiment and see how we can support long texts as well.
Installation
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@@ -65,12 +66,14 @@ Usage
Roadmap
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Some things that i plan to add in the coming days:
Some things that i plan to add in the coming days, if there's some interest in this work by the community.
- Support custom keyword extractors.
- Support Custom Knowledge-graphs & taxonomy.
- Support Custom Zeroshot-classifiers in the pipeline.
- Add Usecase examples & improve documentation.
- Optimise the overall library and make it a faster.
- Support Long Text documents.
License
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