Table 6 Part-of-speech tagging and lemmatization with/without MedLexSp (MLS)
From: MedLexSp – a medical lexicon for Spanish medical natural language processing
Part-of-speech tagging | Lemmatization | |||||
|---|---|---|---|---|---|---|
P | R | F1 | P | R | F1 | |
Spacy | 91.3 | 87.0 | 88.7 | 93.6 | 92.9 | 93.1 |
(±3.7) | (±5.1) | (±4.4) | (±2.3) | (±2.4) | (±2.4) | |
Spacy | 93.3 | 91.9 | 92.3 | 95.4 | 95.1 | 95.1 |
+ MLS | (±3.0) | (±2.9) | (±2.9) | (±2.1) | (±2.1) | (±2.1) |
Stanza | 94.7 | 95.5 | 92.2 | 95.4 | 95.0 | 95.1 |
(±2.3) | (±4.2) | (±3.6) | (±2.0) | (±2.0) | (±2.0) | |
Stanza | 94.9 | 93.7 | 94.0 | 96.3 | 96.0 | 96.0 |
+ MLS | (±2.2) | (±2.7) | (±2.6) | (±1.8) | (±1.8) | (±1.8) |