GENIA Corpus

material ID: geniacorpus

Related Papers

Tuning support vector machines for biomedical named entity recognition

Authors: nan

Publication: TIPSTER (2002)

DOI: nan

We explore the use of Support Vector Ma- chines (SVMs) for biomedical named en- tity recognition. To make the SVM train- ing with the available largest corpus – the GENIA …...

26498

Parsing Biomedical Literature

Authors: nan

Publication: TIPSTER (2005)

DOI: nan

. We present a preliminary study of several parser adaptation techniques evaluated on the GENIA corpus of MEDLINE abstracts [1,2]. We begin by observing that the Penn Treebank (PTB) is …...

13102

A Discriminative Learning Model for Coordinate Conjunctions

Authors: nan

Publication: TIPSTER (2007)

DOI: nan

We propose a sequence-alignment based method for detecting and disambiguating co- ordinate conjunctions. In this method, av- eraged perceptron learning is used to adapt the substitution matrix to the training …...

44674

A Supervised Algorithm for Verb Disambiguation into VerbNet Classes

Authors: nan

Publication: TIPSTER (2008)

DOI: nan

VerbNet (VN) is a major large-scale En- glish verb lexicon. Mapping verb instances to their VN classes has been proven use- ful for several NLP tasks. However, verbs are polysemous …...

6873

Identification of Manner in Bio-Events

Authors: nan

Publication: TIPSTER (2012)

DOI: nan

AbstractDue to the rapid growth in the volume of biomedical literature, there is an increasing requirement for high-performance semantic search systems, which allow biologists to perform precise searches for events …...

13522

A Neural Network for Coordination Boundary Prediction

Authors: nan

Publication: TIPSTER (2016)

DOI: nan

We propose a neural-network based model for coordination boundary prediction. The net- work is designed to incorporate two signals: the similarity between conjuncts and the ob- servation that replacing the …...

33724