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06/08/2023
Revisit Few-shot Intent Classification with PLMs: Direct Fine-tuning vs. Continual Pre-training
We consider the task of few-shot intent detection, which involves traini...
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05/25/2022
New Intent Discovery with Pre-training and Contrastive Learning
New intent discovery aims to uncover novel intent categories from user u...
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05/15/2022
Fine-tuning Pre-trained Language Models for Few-shot Intent Detection: Supervised Pre-training and Isotropization
It is challenging to train a good intent classifier for a task-oriented ...
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02/21/2022
Two-Stage Auction Mechanism for Long-Term Participation in Crowdsourcing
Crowdsourcing has become an important tool to collect data for various a...
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09/13/2021
Effectiveness of Pre-training for Few-shot Intent Classification
This paper investigates the effectiveness of pre-training for few-shot i...
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06/16/2021
Out-of-Scope Intent Detection with Self-Supervision and Discriminative Training
Out-of-scope intent detection is of practical importance in task-oriente...
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11/21/2017
A Unified Framework for Wide Area Measurement System Planning
Wide area measurement system (WAMS) is one of the essential components i...
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11/21/2017
Delay Aware Intelligent Transient Stability Assessment System
Transient stability assessment is a critical tool for power system desig...
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07/09/2015
Adaptive Chemical Reaction Optimization for Global Numerical Optimization
A newly proposed chemical-reaction-inspired metaheurisic, Chemical React...
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02/01/2015
Chemical Reaction Optimization for the Set Covering Problem
The set covering problem (SCP) is one of the representative combinatoria...
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02/01/2015
An Inter-molecular Adaptive Collision Scheme for Chemical Reaction Optimization
Optimization techniques are frequently applied in science and engineerin...
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02/01/2015
Optimal V2G Scheduling of Electric Vehicles and Unit Commitment using Chemical Reaction Optimization
An electric vehicle (EV) may be used as energy storage which allows the ...
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02/01/2015
Sensor Deployment for Air Pollution Monitoring Using Public Transportation System
Air pollution monitoring is a very popular research topic and many monit...
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02/01/2015
Real-Coded Chemical Reaction Optimization with Different Perturbation Functions
Chemical Reaction Optimization (CRO) is a powerful metaheuristic which m...
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02/01/2015