Yu Meng

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

Spherical-Text-Embedding. [NeurIPS 2019] Spherical Text Embedding

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

WeSHClass. [AAAI 2019] Weakly-Supervised Hierarchical Text Classification

WeSTClass. [CIKM 2018] Weakly-Supervised Neural Text Classification

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

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

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

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

MAE-LM. [ICLR 2024] Representation Deficiency in Masked Language Modeling