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06/20/2023
A Deep Learning Model for Heterogeneous Dataset Analysis – Application to Winter Wheat Crop Yield Prediction
Western countries rely heavily on wheat, and yield prediction is crucial...
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02/27/2022
Enhancing Legal Argument Mining with Domain Pre-training and Neural Networks
The contextual word embedding model, BERT, has proved its ability on dow...
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12/07/2021
UCD-CS at TREC 2021 Incident Streams Track
In recent years, the task of mining important information from social me...
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10/15/2021
Crisis Domain Adaptation Using Sequence-to-sequence Transformers
User-generated content (UGC) on social media can act as a key source of ...
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10/15/2021
Transformer-based Multi-task Learning for Disaster Tweet Categorisation
Social media has enabled people to circulate information in a timely fas...
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02/26/2021
Multi-task transfer learning for finding actionable information from crisis-related messages on social media
The Incident streams (IS) track is a research challenge aimed at finding...
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12/02/2020
Assessing the Influencing Factors on the Accuracy of Underage Facial Age Estimation
Swift response to the detection of endangered minors is an ongoing conce...
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09/21/2020
UCD-CS at W-NUT 2020 Shared Task-3: A Text to Text Approach for COVID-19 Event Extraction on Social Media
In this paper, we describe our approach in the shared task: COVID-19 eve...
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07/02/2019
Improving Borderline Adulthood Facial Age Estimation through Ensemble Learning
Achieving high performance for facial age estimation with subjects in th...
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02/12/2018
Towards an Open Science Platform for the Evaluation of Data Fusion
Combining the results of different search engines in order to improve up...
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12/12/2017