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06/05/2023
Explore and Exploit the Diverse Knowledge in Model Zoo for Domain Generalization
The proliferation of pretrained models, as a result of advancements in p...
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08/10/2022
LogStamp: Automatic Online Log Parsing Based on Sequence Labelling
Logs are one of the most critical data for service management. It contai...
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06/29/2022
When Does Group Invariant Learning Survive Spurious Correlations?
By inferring latent groups in the training data, recent works introduce ...
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12/22/2021
Joint-training on Symbiosis Networks for Deep Nueral Machine Translation models
Deep encoders have been proven to be effective in improving neural machi...
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12/22/2021
Self-Distillation Mixup Training for Non-autoregressive Neural Machine Translation
Recently, non-autoregressive (NAT) models predict outputs in parallel, a...
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12/22/2021
Diformer: Directional Transformer for Neural Machine Translation
Autoregressive (AR) and Non-autoregressive (NAR) models have their own s...
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11/07/2021