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07/30/2023
A Private Watermark for Large Language Models
Recently, text watermarking algorithms for large language models (LLMs) ...
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03/23/2023
Web 3.0: The Future of Internet
With the rapid growth of the Internet, human daily life has become deepl...
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02/18/2023
A Comprehensive Survey on Pretrained Foundation Models: A History from BERT to ChatGPT
The Pretrained Foundation Models (PFMs) are regarded as the foundation f...
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10/19/2022
EnTDA: Entity-to-Text based Data Augmentation Approach for Named Entity Recognition Tasks
Data augmentation techniques have been used to improve the generalizatio...
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10/09/2022
Deep Clustering: A Comprehensive Survey
Cluster analysis plays an indispensable role in machine learning and dat...
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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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02/14/2022
Graph Neural Networks for Graphs with Heterophily: A Survey
Recent years have witnessed fast developments of graph neural networks (...
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02/08/2022
Deep learning for drug repurposing: methods, databases, and applications
Drug development is time-consuming and expensive. Repurposing existing d...
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07/05/2021
Deep Learning Schema-based Event Extraction: Literature Review and Current Trends
Schema-based event extraction is a critical technique to apprehend the e...
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04/06/2021
Hyperbolic Variational Graph Neural Network for Modeling Dynamic Graphs
Learning representations for graphs plays a critical role in a wide spec...
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03/17/2021
PredRNN: A Recurrent Neural Network for Spatiotemporal Predictive Learning
The predictive learning of spatiotemporal sequences aims to generate fut...
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11/26/2020
TKUS: Mining Top-K High-Utility Sequential Patterns
High-utility sequential pattern mining (HUSPM) has recently emerged as a...
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08/02/2020
A Survey on Text Classification: From Shallow to Deep Learning
Text classification is the most fundamental and essential task in natura...
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02/02/2020
A Survey on Knowledge Graphs: Representation, Acquisition and Applications
Human knowledge provides a formal understanding of the world. Knowledge ...
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10/08/2019
Find or Classify? Dual Strategy for Slot-Value Predictions on Multi-Domain Dialog State Tracking
Dialog State Tracking (DST) is a core component in task-oriented dialog ...
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04/06/2019
CoUPM: Correlated Utility-based Pattern Mining
In the field of data mining and analytics, the utility theory from Econo...
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04/03/2019
Multi-Modal Generative Adversarial Network for Short Product Title Generation in Mobile E-Commerce
Nowadays, more and more customers browse and purchase products in favor ...
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02/14/2019
WaveletFCNN: A Deep Time Series Classification Model for Wind Turbine Blade Icing Detection
Wind power, as an alternative to burning fossil fuels, is plentiful and ...
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12/31/2018
SynonymNet: Multi-context Bilateral Matching for Entity Synonyms
Being able to automatically discover synonymous entities from a large fr...
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09/17/2018
