HeMeNet: Heterogeneous Multichannel Equivariant Network for Protein Multitask Learning

no code implementations • 2 Apr 2024 • Rong Han, Wenbing Huang, Lingxiao Luo, Xinyan Han, Jiaming Shen, Zhiqiang Zhang, Jun Zhou, Ting Chen

In this paper, we propose a neural network model to address multiple tasks jointly upon the input of 3D protein structures.

Drug Discovery Multi-Task Learning +2

DELTA: Pre-train a Discriminative Encoder for Legal Case Retrieval via Structural Word Alignment

no code implementations • 27 Mar 2024 • Haitao Li, Qingyao Ai, Xinyan Han, Jia Chen, Qian Dong, Yiqun Liu, Chong Chen, Qi Tian

Most of the existing works focus on improving the representation ability for the contextualized embedding of the [CLS] token and calculate relevance using textual semantic similarity.

Retrieval Semantic Similarity +2