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07/14/2022
Unified 2D and 3D Pre-Training of Molecular Representations
Molecular representation learning has attracted much attention recently....
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06/20/2022
SMT-DTA: Improving Drug-Target Affinity Prediction with Semi-supervised Multi-task Training
Drug-Target Affinity (DTA) prediction is an essential task for drug disc...
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02/03/2022
Direct Molecular Conformation Generation
Molecular conformation generation aims to generate three-dimensional coo...
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09/27/2021
Discovering Drug-Target Interaction Knowledge from Biomedical Literature
The Interaction between Drugs and Targets (DTI) in human body plays a cr...
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06/17/2021
Dual-view Molecule Pre-training
Inspired by its success in natural language processing and computer visi...
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03/05/2021
IOT: Instance-wise Layer Reordering for Transformer Structures
With sequentially stacked self-attention, (optional) encoder-decoder att...
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02/22/2021
Return-Based Contrastive Representation Learning for Reinforcement Learning
Recently, various auxiliary tasks have been proposed to accelerate repre...
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10/15/2020
Masked Contrastive Representation Learning for Reinforcement Learning
Improving sample efficiency is a key research problem in reinforcement l...
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02/17/2020
Incorporating BERT into Neural Machine Translation
The recently proposed BERT has shown great power on a variety of natural...
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11/07/2019
Microsoft Research Asia's Systems for WMT19
We Microsoft Research Asia made submissions to 11 language directions in...
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05/25/2019