Universal Lemmatizer: A sequence-to-sequence model for lemmatizing Universal Dependencies treebanks
Sign Up to like & getrecommendations! Published in 2020 at "Natural Language Engineering"
DOI: 10.1017/s1351324920000224
Abstract: Abstract In this paper, we present a novel lemmatization method based on a sequence-to-sequence neural network architecture and morphosyntactic context representation. In the proposed method, our context-sensitive lemmatizer generates the lemma one character at a… read more here.
Keywords: context representation; sequence sequence; lemmatizer sequence; universal lemmatizer ... See more keywords
Bone tumor recognition strategy based on object region and context representation in medical decision-making system
Sign Up to like & getrecommendations! Published in 2025 at "Scientific Reports"
DOI: 10.1038/s41598-025-94213-9
Abstract: Bone tumors are a leading cause of morbidity and mortality in human health. The application of artificial intelligence in medical assistance has fundamentally transformed traditional, labor-intensive diagnostic methods, effectively alleviating the pressure on medical resources.… read more here.
Keywords: representation; tumor; object region; context representation ... See more keywords