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06/01/2023
CAISA at SemEval-2023 Task 8: Counterfactual Data Augmentation for Mitigating Class Imbalance in Causal Claim Identification
The class imbalance problem can cause machine learning models to produce...
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06/21/2022
Improving Localization for Semi-Supervised Object Detection
Nowadays, Semi-Supervised Object Detection (SSOD) is a hot topic, since,...
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08/30/2021
AEDA: An Easier Data Augmentation Technique for Text Classification
This paper proposes AEDA (An Easier Data Augmentation) technique to help...
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04/03/2021
Recursively Refined R-CNN: Instance Segmentation with Self-RoI Rebalancing
Within the field of instance segmentation, most of the state-of-the-art ...
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03/17/2021
UniParma @ SemEval 2021 Task 5: Toxic Spans Detection Using CharacterBERT and Bag-of-Words Model
With the ever-increasing availability of digital information, toxic cont...
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10/22/2020
Improving BERT Performance for Aspect-Based Sentiment Analysis
Aspect-Based Sentiment Analysis (ABSA) studies the consumer opinion on t...
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04/28/2020
A novel Region of Interest Extraction Layer for Instance Segmentation
Given the wide diffusion of deep neural network architectures for comput...
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02/23/2020
Deep Multimodal Image-Text Embeddings for Automatic Cross-Media Retrieval
This paper considers the task of matching images and sentences by learni...
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01/30/2020
Adversarial Training for Aspect-Based Sentiment Analysis with BERT
Aspect-Based Sentiment Analysis (ABSA) deals with the extraction of sent...
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11/02/2017