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02/11/2022
Metadata-Induced Contrastive Learning for Zero-Shot Multi-Label Text Classification
Large-scale multi-label text classification (LMTC) aims to associate a d...
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05/01/2021
Science as a Public Good: Public Use and Funding of Science
Knowledge of how science is consumed in public domains is essential for ...
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03/02/2021
Convergence and Inequality in Research Globalization
The catch-up effect and the Matthew effect offer opposing characterizati...
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02/17/2021
Is preprint the future of science? A thirty year journey of online preprint services
Preprint is a version of a scientific paper that is publicly distributed...
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02/15/2021
MATCH: Metadata-Aware Text Classification in A Large Hierarchy
Multi-label text classification refers to the problem of assigning each ...
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06/27/2020
GPT-GNN: Generative Pre-Training of Graph Neural Networks
Graph neural networks (GNNs) have been demonstrated to be powerful in mo...
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06/17/2020
GCC: Graph Contrastive Coding for Graph Neural Network Pre-Training
Graph representation learning has emerged as a powerful technique for re...
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04/22/2020
CORD-19: The COVID-19 Open Research Dataset
The COVID-19 Open Research Dataset (CORD-19) is a growing resource of sc...
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03/03/2020
Heterogeneous Graph Transformer
Recent years have witnessed the emerging success of graph neural network...
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06/26/2019
NetSMF: Large-Scale Network Embedding as Sparse Matrix Factorization
We study the problem of large-scale network embedding, which aims to lea...
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05/21/2019
A Scalable Hybrid Research Paper Recommender System for Microsoft Academic
We present the design and methodology for the large scale hybrid paper r...
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07/15/2018
DeepInf: Social Influence Prediction with Deep Learning
Social and information networking activities such as on Facebook, Twitte...
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06/10/2018
Collaboration Diversity and Scientific Impact
The shift from individual effort to collaborative output has benefited s...
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05/30/2018
A Web-scale system for scientific knowledge exploration
To enable efficient exploration of Web-scale scientific knowledge, it is...
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10/09/2017
Network Embedding as Matrix Factorization: Unifying DeepWalk, LINE, PTE, and node2vec
Since the invention of word2vec, the skip-gram model has significantly a...
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04/17/2017