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05/27/2023
Zero- and Few-Shot Event Detection via Prompt-Based Meta Learning
With emerging online topics as a source for numerous new events, detecti...
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10/19/2022
QA Domain Adaptation using Hidden Space Augmentation and Self-Supervised Contrastive Adaptation
Question answering (QA) has recently shown impressive results for answer...
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09/12/2022
Domain Adaptation for Question Answering via Question Classification
Question answering (QA) has demonstrated impressive progress in answerin...
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08/20/2022
Contrastive Domain Adaptation for Early Misinformation Detection: A Case Study on COVID-19
Despite recent progress in improving the performance of misinformation d...
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07/19/2022
Defending Substitution-Based Profile Pollution Attacks on Sequential Recommenders
While sequential recommender systems achieve significant improvements on...
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03/29/2022
Efficient Localness Transformer for Smart Sensor-Based Energy Disaggregation
Modern smart sensor-based energy management systems leverage non-intrusi...
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09/01/2021
Black-Box Attacks on Sequential Recommenders via Data-Free Model Extraction
We investigate whether model extraction can be used to "steal" the weigh...
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08/31/2021