We propose the usage of a two-step boosting approach We propose the use of a two-stage Boosting approach, the place the first step aims at linking English translations with the Arabic conditions extracted from parallel corpora to EWN’s synsets. The 2nd phase employs area similarity between the English definitions provided within the Arabic lexicon, SAMA, and EWN’s synsets. The proposed technique resulted in an Increased Arabic sentiment lexicon, ArSenL 2.0, in comparison to the state-of-the-art lexicon, ArSenL. A comprehensive review masking both equally intrinsic and extrinsic evaluations reveals the superiority of the strategy when compared with many baselines and point out-of-the-artwork connection prediction solutions.
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