https://www.selleckchem.com/pr....oducts/sbc-115076.ht
Two mechanisms have been considered to perform the combination, which are neural networks and Multiple Kernel Learning. To this end, we use a hybrid architecture for biomedical entity recognition which integrates dictionary look-up (also known as gazetteers) with machine learning techniques. Results on the CRAFT corpus clearly show the benefits of the proposed algorithm in terms of F score. Our experiments show that the principled combination of general, domain specific, word-, and character-level representations improves the perform
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