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05/22/2023
Syntactic Knowledge via Graph Attention with BERT in Machine Translation
Although the Transformer model can effectively acquire context features ...
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05/22/2023
GATology for Linguistics: What Syntactic Dependencies It Knows
Graph Attention Network (GAT) is a graph neural network which is one of ...
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06/15/2022
Estimating Confidence of Predictions of Individual Classifiers and Their Ensembles for the Genre Classification Task
Genre identification is a subclass of non-topical text classification. T...
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04/20/2022
Towards Arabic Sentence Simplification via Classification and Generative Approaches
This paper presents an attempt to build a Modern Standard Arabic (MSA) s...
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07/05/2021
Experiments with adversarial attacks on text genres
Neural models based on pre-trained transformers, such as BERT or XLM-RoB...
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03/07/2021
Automatic Difficulty Classification of Arabic Sentences
In this paper, we present a Modern Standard Arabic (MSA) Sentence diffic...
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03/13/2020
Know thy corpus! Robust methods for digital curation of Web corpora
This paper proposes a novel framework for digital curation of Web corpor...
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03/13/2020