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06/13/2023
Rank-Aware Negative Training for Semi-Supervised Text Classification
Semi-supervised text classification-based paradigms (SSTC) typically emp...
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08/05/2022
Global Pointer: Novel Efficient Span-based Approach for Named Entity Recognition
Named entity recognition (NER) task aims at identifying entities from a ...
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08/05/2022
ZLPR: A Novel Loss for Multi-label Classification
In the era of deep learning, loss functions determine the range of tasks...
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03/22/2022
BERT-ASC: Auxiliary-Sentence Construction for Implicit Aspect Learning in Sentiment Analysis
Aspect-based sentiment analysis (ABSA) task aims to associate a piece of...
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12/23/2021
Sparse-softmax: A Simpler and Faster Alternative Softmax Transformation
The softmax function is widely used in artificial neural networks for th...
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09/26/2021
BioCopy: A Plug-And-Play Span Copy Mechanism in Seq2Seq Models
Copy mechanisms explicitly obtain unchanged tokens from the source (inpu...
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06/08/2021
Efficient Speech Emotion Recognition Using Multi-Scale CNN and Attention
Emotion recognition from speech is a challenging task. Re-cent advances ...
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04/20/2021