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05/18/2023
MolXPT: Wrapping Molecules with Text for Generative Pre-training
Generative pre-trained Transformer (GPT) has demonstrates its great succ...
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04/11/2023
A Comprehensive Survey on Deep Graph Representation Learning
Graph representation learning aims to effectively encode high-dimensiona...
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03/29/2023
Robust Dancer: Long-term 3D Dance Synthesis Using Unpaired Data
How to automatically synthesize natural-looking dance movements based on...
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10/14/2022
MetaFill: Text Infilling for Meta-Path Generation on Heterogeneous Information Networks
Heterogeneous Information Network (HIN) is essential to study complicate...
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09/09/2021
Graphine: A Dataset for Graph-aware Terminology Definition Generation
Precisely defining the terminology is the first step in scientific commu...
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05/24/2020
When does MAML Work the Best? An Empirical Study on Model-Agnostic Meta-Learning in NLP Applications
Model-Agnostic Meta-Learning (MAML), a model-agnostic meta-learning meth...
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04/11/2020
Multi-task Learning via Adaptation to Similar Tasks for Mortality Prediction of Diverse Rare Diseases
Mortality prediction of diverse rare diseases using electronic health re...
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10/31/2019
Learning to Customize Language Model for Generation-based dialog systems
Personalized conversation systems have received increasing attention rec...
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10/14/2019