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07/11/2023
Empowering recommender systems using automatically generated Knowledge Graphs and Reinforcement Learning
Personalized recommendations have a growing importance in direct marketi...
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05/30/2023
LayoutMask: Enhance Text-Layout Interaction in Multi-modal Pre-training for Document Understanding
Visually-rich Document Understanding (VrDU) has attracted much research ...
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04/14/2023
Cultural-aware Machine Learning based Analysis of COVID-19 Vaccine Hesitancy
Understanding the COVID-19 vaccine hesitancy, such as who and why, is ve...
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09/27/2022
NEURAL MARIONETTE: A Transformer-based Multi-action Human Motion Synthesis System
We present a neural network-based system for long-term, multi-action hum...
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10/21/2021
Automated Climate Analyses Using Knowledge Graph
The FAIR (Findable, Accessible, Interoperable, Reusable) data principles...
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10/19/2021
An Interoperable Open Data Portal for Climate Analysis
This work proposes an open interoperable data portal that offers access ...
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08/19/2021
Network Security Modeling using NetFlow Data: Detecting Botnet attacks in IP Traffic
Cybersecurity, security monitoring of malicious events in IP traffic, is...
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04/30/2021
Improving Conversational Recommendation System by Pretraining on Billions Scale of Knowledge Graph
Conversational Recommender Systems (CRSs) in E-commerce platforms aim to...
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03/04/2021
An Emotion-controlled Dialog Response Generation Model with Dynamic Vocabulary
In response generation task, proper sentimental expressions can obviousl...
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02/25/2021
A Layered Grouping Random Access Scheme Based on Dynamic Preamble Selection for Massive Machine Type Communications
Massive machine type communication (mMTC) has been identified as an impo...
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12/02/2020
A Fast Numerical solution of the quark's Dyson-Schwinger equation with Ball-Chiu vertex
In this paper, we present two feasible and efficient methods to numerica...
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04/13/2020
MLR: A Two-stage Conversational Query Rewriting Model with Multi-task Learning
Conversational context understanding aims to recognize the real intentio...
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03/18/2019
POI Semantic Model with a Deep Convolutional Structure
When using the electronic map, POI retrieval is the initial and importan...
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12/11/2017