Mohammad Salameh
4 papers in the PaperMetrix corpus
Papers by this author
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What Matters Most in Morphologically Segmented SMT Models?
2015
Morphological segmentation is an effective strategy for addressing difficulties caused by morphological complexity. In this study, we use an English-to-Arabic test bed to determine what steps and components of a phrase-based statistical machine translation pipeline …
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L2NAS
2021
Neural architecture search (NAS) has achieved remarkable results in deep neural network design. Differentiable architecture search converts the search over discrete architectures into a hyperparameter optimization problem which can be solved by gradient descent. However, …
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Building Optimal Neural Architectures using Interpretable Knowledge
2024 · arXiv (Cornell University)
Neural Architecture Search is a costly practice. The fact that a search space can span a vast number of design choices with each architecture evaluation taking nontrivial overhead makes it hard for an algorithm to …
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Fine-Grained Arabic Dialect Identification
2018 · International Conference on Computational Linguistics
Previous work on the problem of Arabic Dialect Identification typically targeted coarse-grained five dialect classes plus Standard Arabic (6-way classification). This paper presents the first results on a fine-grained dialect classification task covering 25 specific …