In a joint effort between the University of Amsterdam and ISTI-CNR, researchers have studied the negative impact that low-quality training data (i.e., training data annotated by non-authoritative assessors) has on information extraction (IE) accuracy.

The impacts of low-quality training data on information extraction from clinical reports

Sebastiani F
2018

Abstract

In a joint effort between the University of Amsterdam and ISTI-CNR, researchers have studied the negative impact that low-quality training data (i.e., training data annotated by non-authoritative assessors) has on information extraction (IE) accuracy.
2018
Istituto di Scienza e Tecnologie dell'Informazione "Alessandro Faedo" - ISTI
Inglese
112
2
https://ercim-news.ercim.eu/en112/r-i
Sì, ma tipo non specificato
Information extraction
Learning
2
info:eu-repo/semantics/article
262
Marcheggiani, D; Sebastiani, F
01 Contributo su Rivista::01.01 Articolo in rivista
open
File in questo prodotto:
File Dimensione Formato  
prod_382942-doc_130366.pdf

accesso aperto

Descrizione: The impacts of low-quality training data on information extraction from clinical reports
Tipologia: Versione Editoriale (PDF)
Dimensione 453.53 kB
Formato Adobe PDF
453.53 kB Adobe PDF Visualizza/Apri

I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/20.500.14243/373371
Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus ND
  • ???jsp.display-item.citation.isi??? 0
social impact