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Search results for text classification weakly supervised learning

text-classification x

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13 search results found

Lotclass ⭐ 231

[EMNLP 2020] Text Classification Using Label Names Only: A Language Model Self-Training Approach

This is the code for our paper `Fine-Tuning Pre-trained Language Model with Weak Supervision: A Contrastive-Regularized Self-Training Approach' (In Proc. of NAACL-HLT 2021).

Weshclass ⭐ 67

[AAAI 2019] Weakly-Supervised Hierarchical Text Classification

Higitclass ⭐ 62

HiGitClass: Keyword-Driven Hierarchical Classification of GitHub Repositories (ICDM'19)

Weakly supervised medical named entity classification

Hierarchical Metadata-Aware Document Categorization under Weak Supervision (WSDM'21)

Minimally Supervised Categorization of Text with Metadata (SIGIR'20)

Westclass ⭐ 47

[CIKM 2018] Weakly-Supervised Neural Text Classification

Zeroshot_topics ⭐ 47

Topic Inference with Zeroshot models

Code for the paper "Contextualized Weak Supervision for Text Classification"

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

Motifclass ⭐ 12

MotifClass: Weakly Supervised Text Classification with Higher-order Metadata Information (WSDM'22)

Weakly Supervised Multi-Label Classification of Full-Text Scientific Papers (KDD'23)

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1-13 of 13 search results

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