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Search results for text classification zero shot learning

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Attrprompt ⭐ 114

[NeurIPS 2023] This is the code for the paper `Large Language Model as Attributed Training Data Generator: A Tale of Diversity and Bias`.

Supergen ⭐ 43

[NeurIPS 2022] Generating Training Data with Language Models: Towards Zero-Shot Language Understanding

Metadata-Induced Contrastive Learning for Zero-Shot Multi-Label Text Classification (WWW'22)

Kg4zeroshottext ⭐ 22

Source code of the paper 'Integrating Semantic Knowledge to Tackle Zero-shot Text Classification. NAACL-HLT 2019. '

[ACL'23 Findings] This is the code repo for our ACL'23 Findings paper "ReGen: Zero-Shot Text Classification via Training Data Generation with Progressive Dense Retrieval".

Multi Head Attention Labeller ⭐ 7

Joint text classification on multiple levels with multiple labels, using a multi-head attention mechanism to wire two prediction tasks together.

Code for our paper “ZeroGen: Efficient Zero-shot Learning via Dataset Generation”.

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