Junxian He

On the Sentence Embeddings from Pre-trained Language Models

Bohan Li, Hao Zhou, Junxian He et al. · 2020 · 523 citations · Full text

Towards a Unified View of Parameter-Efficient Transfer Learning

Junxian He, Chunting Zhou, Xuezhe Ma et al. · arXiv (Cornell University) · 2021 · 278 citations · Full text

Structured Prediction, Llm Fine-tuning, Engineering +22

Choosing Transfer Languages for Cross-Lingual Learning

Yu-Hsiang Lin, Chian-Yu Chen, Jean Lee et al. · 2019 · 149 citations · Full text

Second Language Learning, Engineering, Cross-lingual Representation +26

Revisiting Self-Training for Neural Sequence Generation

Junxian He, Jiatao Gu, Jiajun Shen et al. · arXiv (Cornell University) · 2019 · 139 citations · Full text

Natural Language Processing, Structured Prediction, Sequence Modelling +13

Lagging Inference Networks and Posterior Collapse in Variational Autoencoders

Junxian He, Daniel Spokoyny, Graham Neubig et al. · arXiv (Cornell University) · 2019 · 127 citations · Full text

Structured Prediction, Engineering, Machine Learning +10