yumeng5/FewGen

Stars
30
Rank 839,658 (Top 17 %)
Language
Python
License
Apache License 2.0
Created about 2 years ago
Updated over 1 year ago

yumeng5/FewGen

yumeng5

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[ICML 2023] Tuning Language Models as Training Data Generators for Augmentation-Enhanced Few-Shot Learning

LOTClass

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

Spherical-Text-Embedding

[NeurIPS 2019] Spherical Text Embedding

WeSHClass

[AAAI 2019] Weakly-Supervised Hierarchical Text Classification

WeSTClass

[CIKM 2018] Weakly-Supervised Neural Text Classification

TopClus

[WWW 2022] Topic Discovery via Latent Space Clustering of Pretrained Language Model Representations

RoSTER

[EMNLP 2021] Distantly-Supervised Named Entity Recognition with Noise-Robust Learning and Language Model Augmented Self-Training

JoSH

[KDD 2020] Hierarchical Topic Mining via Joint Spherical Tree and Text Embedding

SuperGen

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

CatE

[WWW 2020] Discriminative Topic Mining via Category-Name Guided Text Embedding