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141
HittER: Hierarchical Transformers for Knowledge Graph Embeddings ...
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142
Ara-Women-Hate: The first Arabic Hate Speech corpus regarding Women ...
Abstract: In this paper, an approach for hate speech detection against women in Arabic community on social media (e.g. Youtube) is proposed. In the literature, similar works have been presented for other languages such as English. However, to the best of our knowledge, not much work has been conducted in the Arabic language. A new hate speech corpus (Arabic_fr_en) is developed using three different annotators. For corpus validation, three different machine learning algorithms are used, including deep Convolutional Neural Network (CNN), long short-term memory (LSTM) network and Bi-directional LSTM (Bi-LSTM) network. Simulation results demonstrate the best performance of the CNN model, which achieved F1-score up to 86\% for the unbalanced corpus as compared to LSTM and Bi-LSTM. ...
Keyword: Computational Linguistics; Machine Learning; Machine Learning and Data Mining; Natural Language Processing; Neural Network
URL: https://dx.doi.org/10.48448/zrm0-7454
https://underline.io/lecture/39654-ara-women-hate-the-first-arabic-hate-speech-corpus-regarding-women
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143
Chase: A Large-Scale and Pragmatic Chinese Dataset for Cross-Database Context-Dependent Text-to-SQL ...
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144
15D: Summarization #2 ...
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145
Detecting Gender Bias using Explainability ...
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146
Explanations for CommonsenseQA: New Dataset and Models ...
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147
Societal Biases in Language Generation: Progress and Challenges ...
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148
HETFORMER: Heterogeneous Transformer with Sparse Attention for Long-Text Extractive Summarization ...
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149
Blindness to Modality Helps Entailment Graph Mining ...
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150
Efficient-FedRec: Efficient Federated Learning Framework for Privacy-Preserving News Recommendation ...
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151
UserAdapter: Few-Shot User Learning in Sentiment Analysis ...
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152
9C: Question Answering #2 ...
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153
Characterizing Test Anxiety on Social Media ...
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154
Not All Negatives are Equal: Label-Aware Contrastive Loss for Fine-grained Text Classification ...
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155
GEM: Natural Language Generation, Evaluation, and Metrics - Part 2 ...
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156
Improving Graph-based Sentence Ordering with Iteratively Predicted Pairwise Orderings ...
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157
Matching Distributions between Model and Data: Cross-domain Knowledge Distillation for Unsupervised Domain Adaptation ...
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158
Measuring and Increasing Context Usage in Context-Aware Machine Translation ...
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159
UMIC: An Unreferenced Metric for Image Captioning via Contrastive Learning ...
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160
Uncertainty and Surprisal Jointly Deliver the Punchline: Exploiting Incongruity-Based Features for Humor Recognition ...
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