research
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05/21/2023
Communication Efficient Federated Learning for Multilingual Neural Machine Translation with Adapter
Federated Multilingual Neural Machine Translation (Fed-MNMT) has emerged...
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01/30/2023
Fine-Tuning Deteriorates General Textual Out-of-Distribution Detection by Distorting Task-Agnostic Features
Detecting out-of-distribution (OOD) inputs is crucial for the safe deplo...
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10/14/2022
Expose Backdoors on the Way: A Feature-Based Efficient Defense against Textual Backdoor Attacks
Natural language processing (NLP) models are known to be vulnerable to b...
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10/14/2022
Holistic Sentence Embeddings for Better Out-of-Distribution Detection
Detecting out-of-distribution (OOD) instances is significant for the saf...
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11/30/2020
