An Effective Approach to Biomedical Information Extraction with Limited Training Data

S i m p l i f i e d A b s t r a c t P I E P I E R e m o v e A n n o t a t i o n s O R C o m b i n a t i o n R e s u l t s f o r o r i g i n a l s e n t e n c e s R e s u l t s f o r S i m p l i f i e d s e n t e n c e s A I M e d C o m p a r i s o n o f d i f f e r e n t m e t h o d s W o r k F l o w f o r E a c h A b s t r a c t Thus, addressing the false negatives (case d) without increasing false positives (case b) would increase both the recall and precision of the system. Cases a) and c) do not affect the system’s performance. Case b presents a slight likelihood for a decrease in precision (where the simplified sentence