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09/08/2023
Spatial-Temporal Graph Attention Fuser for Calibration in IoT Air Pollution Monitoring Systems
The use of Internet of Things (IoT) sensors for air pollution monitoring...
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07/07/2023
Dynamic Graph Attention for Anomaly Detection in Heterogeneous Sensor Networks
In the era of digital transformation, systems monitored by the Industria...
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02/03/2023
Domain Adaptation via Alignment of Operation Profile for Remaining Useful Lifetime Prediction
Effective Prognostics and Health Management (PHM) relies on accurate pre...
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12/09/2022
Direct sampling method to inverse wave-number-dependent source problems (part I): determination of the support of a stationary source
This paper is concerned with a direct sampling method for imaging the su...
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10/25/2022
This joke is [MASK]: Recognizing Humor and Offense with Prompting
Humor is a magnetic component in everyday human interactions and communi...
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03/15/2022
Modular and Parameter-Efficient Multimodal Fusion with Prompting
Recent research has made impressive progress in large-scale multimodal p...
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12/02/2021
GraphCode2Vec: Generic Code Embedding via Lexical and Program Dependence Analyses
Code embedding is a keystone in the application of machine learning on s...
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09/08/2021
Discrete and Soft Prompting for Multilingual Models
It has been shown for English that discrete and soft prompting perform s...
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12/31/2020
A Closer Look at Few-Shot Crosslingual Transfer: Variance, Benchmarks and Baselines
We present a focused study of few-shot crosslingual transfer, a recently...
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10/02/2020
Continual Learning for Natural Language Generation in Task-oriented Dialog Systems
Natural language generation (NLG) is an essential component of task-orie...
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04/26/2020
Masking as an Efficient Alternative to Finetuning for Pretrained Language Models
We present an efficient method of utilizing pretrained language models, ...
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04/25/2020