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09/06/2023
SWAP: Exploiting Second-Ranked Logits for Adversarial Attacks on Time Series
Time series classification (TSC) has emerged as a critical task in vario...
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04/14/2023
Keeping the Questions Conversational: Using Structured Representations to Resolve Dependency in Conversational Question Answering
Having an intelligent dialogue agent that can engage in conversational q...
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09/13/2022
Document-aware Positional Encoding and Linguistic-guided Encoding for Abstractive Multi-document Summarization
One key challenge in multi-document summarization is to capture the rela...
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05/11/2022
Reconnecting the Estranged Relationships: Optimizing the Influence Propagation in Evolving Networks
Influence Maximization (IM), which aims to select a set of users from a ...
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04/29/2022
Detecting Textual Adversarial Examples Based on Distributional Characteristics of Data Representations
Although deep neural networks have achieved state-of-the-art performance...
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04/24/2022
Embedding Knowledge for Document Summarization: A Survey
Knowledge-aware methods have boosted a range of Natural Language Process...
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04/17/2022
A Survey on Location-Driven Influence Maximization
Influence Maximization (IM), which aims to select a set of users from a ...
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02/08/2022
Understanding the Trustworthiness Management in the Social Internet of Things: A Survey
The next generation of the Internet of Things (IoT) facilitates the inte...
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09/23/2021
Incorporating Linguistic Knowledge for Abstractive Multi-document Summarization
Within natural language processing tasks, linguistic knowledge can alway...
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06/02/2021
Conversational Question Answering: A Survey
Question answering (QA) systems provide a way of querying the informatio...
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04/27/2021
A Review of the Non-Invasive Techniques for Monitoring Different Aspects of Sleep
Quality sleep is very important for a healthy life. Nowadays, many peopl...
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04/22/2021
A Short Survey of Pre-trained Language Models for Conversational AI-A NewAge in NLP
Building a dialogue system that can communicate naturally with humans is...
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02/03/2021
Trust Computational Heuristic for Social Internet of Things: A Machine Learning-based Approach
The Internet of Things (IoT) is an evolving network of billions of inter...
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02/03/2021
Towards a Machine Learning-driven Trust Evaluation Model for Social Internet of Things: A Time-aware Approach
The emerging paradigm of the Social Internet of Things (SIoT) has transf...
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12/02/2020
The 10 Research Topics in the Internet of Things
Since the term first coined in 1999 by Kevin Ashton, the Internet of Thi...
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11/10/2020
Multi-document Summarization via Deep Learning Techniques: A Survey
Multi-document summarization (MDS) is an effective tool for information ...
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07/19/2020
Semantic Equivalent Adversarial Data Augmentation for Visual Question Answering
Visual Question Answering (VQA) has achieved great success thanks to the...
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06/14/2020
Adversarial Attacks and Detection on Reinforcement Learning-Based Interactive Recommender Systems
Adversarial attacks pose significant challenges for detecting adversaria...
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04/28/2020
Deep Conversational Recommender Systems: A New Frontier for Goal-Oriented Dialogue Systems
In recent years, the emerging topics of recommender systems that take ad...
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06/11/2019
Different Approaches for Human Activity Recognition: A Survey
Human activity recognition has gained importance in recent years due to ...
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01/21/2019
Generating Textual Adversarial Examples for Deep Learning Models: A Survey
With the development of high computational devices, deep neural networks...
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12/25/2018
Deep Autoencoder for Recommender Systems: Parameter Influence Analysis
Recommender systems have recently attracted many researchers in the deep...
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12/07/2018
Internet of Things Search Engine: Concepts, Classification, and Open Issues
This article focuses on the complicated yet still relatively immature ar...
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11/30/2018
ContextServ: Towards Model-Driven Development of Context-AwareWeb Services
In the era of Web of Things and Services, Context-aware Web Services (CA...
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07/23/2018
A Cache-based Optimizer for Querying Enhanced Knowledge Bases
With recent emerging technologies such as the Internet of Things (IoT), ...
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08/07/2017