Run zero-shot learning experiments

wri-dssg-omdena / policy-data-analyzer

Building a model to recognize incentives for landscape restoration in environmental policies from Latin America, the US and India. Bringing NLP to the world of policy analysis through an extensible framework that includes scraping, preprocessing, active learning and text analysis pipelines.

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Run zero-shot learning experiments #31

Closed thefirebanks closed 3 years ago

thefirebanks commented 3 years ago

Goal: Try to label more sentences automatically using an unsupervised approach + some labeled data

Specifically, try ideas described in https://joeddav.github.io/blog/2020/05/29/ZSL.html

Latent embedding approach (in blog)
Zero-shot topic classification: https://huggingface.co/zero-shot/

thefirebanks commented 3 years ago

Zero-shot learning experiments

thefirebanks commented 3 years ago

[X] Topic classification
[x] Latent embeddings

thefirebanks commented 3 years ago

Done! merged in #45