no code implementations • 11 Sep 2022 • David K. Yi, James V. Bruno, Jiayu Han, Peter Zukerman, Shane Steinert-Threlkeld
We investigate the extent to which verb alternation classes, as described by Levin (1993), are encoded in the embeddings of Large Pre-trained Language Models (PLMs) such as BERT, RoBERTa, ELECTRA, and DeBERTa using selectively constructed diagnostic classifiers for word and sentence-level prediction tasks.
no code implementations • 27 Jul 2021 • Lei Yan, Wei Tian, Jiayu Han, Zuyi Li
Existing methods of non-intrusive load monitoring (NILM) in literatures generally suffer from high computational complexity and/or low accuracy in identifying working household appliances.
Non-Intrusive Load Monitoring Vocal Bursts Valence Prediction
no code implementations • 23 Jul 2021 • Lei Yan, Wei Tian, Jiayu Han, Zuyi Li
Event detection is the first step in event-based non-intrusive load monitoring (NILM) and it can provide useful transient information to identify appliances.
1 code implementation • 18 May 2021 • Ridong Han, Tao Peng, Jiayu Han, Hai Cui, Lu Liu
Based on the above, in this paper, we design a novel Recursive Hierarchy-Interactive Attention network (RHIA) to further handle long-tail relations, which models the heuristic effect between relation levels.
1 code implementation • 18 Oct 2019 • Zhiwei Liu, Lei Zheng, Jiawei Zhang, Jiayu Han, Philip S. Yu
JSCN will simultaneously operate multi-layer spectral convolutions on different graphs, and jointly learn a domain-invariant user representation with a domain adaptive user mapping module.