In this paper we present the FBK-NLP system which participated to the NEEL-IT task at Evalita 2016. We concentrated our work on domain adaptation of an existed Named Entity Recognition tool. Particularly, we created a new annotated corpus for the NEEL-IT task using an Active Learning method. Our system obtained the best results for the task of Named Entity Recognition, with an F1 of 0.516.

FBK-NLP at NEEL-IT: Active Learning for Domain Adaptation

Minard, Anne-Lyse Myriam;Qwaider, Mohammed R H;Magnini, Bernardo
2016

Abstract

In this paper we present the FBK-NLP system which participated to the NEEL-IT task at Evalita 2016. We concentrated our work on domain adaptation of an existed Named Entity Recognition tool. Particularly, we created a new annotated corpus for the NEEL-IT task using an Active Learning method. Our system obtained the best results for the task of Named Entity Recognition, with an F1 of 0.516.
File in questo prodotto:
Non ci sono file associati a questo prodotto.

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/11582/308942
Citazioni
  • ???jsp.display-item.citation.pmc??? ND
social impact