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05/27/2023
Measuring Your ASTE Models in The Wild: A Diversified Multi-domain Dataset For Aspect Sentiment Triplet Extraction
Aspect Sentiment Triplet Extraction (ASTE) is widely used in various app...
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04/08/2023
An Empirical Study and Improvement for Speech Emotion Recognition
Multimodal speech emotion recognition aims to detect speakers' emotions ...
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10/09/2022
Label-Driven Denoising Framework for Multi-Label Few-Shot Aspect Category Detection
Multi-Label Few-Shot Aspect Category Detection (FS-ACD) is a new sub-tas...
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08/17/2022
Exploiting Unlabeled Data for Target-Oriented Opinion Words Extraction
Target-oriented Opinion Words Extraction (TOWE) is a fine-grained sentim...
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08/12/2022
USB: A Unified Semi-supervised Learning Benchmark
Semi-supervised learning (SSL) improves model generalization by leveragi...
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05/15/2022
FreeMatch: Self-adaptive Thresholding for Semi-supervised Learning
Pseudo labeling and consistency regularization approaches with confidenc...
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12/14/2021
Margin Calibration for Long-Tailed Visual Recognition
The long-tailed class distribution in visual recognition tasks poses gre...
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04/11/2021
UniDrop: A Simple yet Effective Technique to Improve Transformer without Extra Cost
Transformer architecture achieves great success in abundant natural lang...
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11/01/2020
Transformer-based Multi-Aspect Modeling for Multi-Aspect Multi-Sentiment Analysis
Aspect-based sentiment analysis (ABSA) aims at analyzing the sentiment o...
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11/01/2020
Opinion Transmission Network for Jointly Improving Aspect-oriented Opinion Words Extraction and Sentiment Classification
Aspect-level sentiment classification (ALSC) and aspect oriented opinion...
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10/23/2020
Attention Transfer Network for Aspect-level Sentiment Classification
Aspect-level sentiment classification (ASC) aims to detect the sentiment...
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10/09/2020
Grid Tagging Scheme for Aspect-oriented Fine-grained Opinion Extraction
Aspect-oriented Fine-grained Opinion Extraction (AFOE) aims at extractin...
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01/07/2020
Latent Opinions Transfer Network for Target-Oriented Opinion Words Extraction
Target-oriented opinion words extraction (TOWE) is a new subtask of ABSA...
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01/24/2018