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07/28/2023
Multilingual Lexical Simplification via Paraphrase Generation
Lexical simplification (LS) methods based on pretrained language models ...
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05/14/2023
ParaLS: Lexical Substitution via Pretrained Paraphraser
Lexical substitution (LS) aims at finding appropriate substitutes for a ...
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04/06/2023
Synthetic Hard Negative Samples for Contrastive Learning
Contrastive learning has emerged as an essential approach for self-super...
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02/22/2023
PAD: Towards Principled Adversarial Malware Detection Against Evasion Attacks
Machine Learning (ML) techniques facilitate automating malicious softwar...
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02/23/2022
Prompt-Learning for Short Text Classification
In the short text, the extreme short length, feature sparsity and high a...
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07/04/2020
Weight-dependent Gates for Network Pruning
In this paper, we propose a simple and effective network pruning framewo...
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08/07/2018
