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ACL
2008
13 years 10 months ago
Semi-Supervised Sequential Labeling and Segmentation Using Giga-Word Scale Unlabeled Data
This paper provides evidence that the use of more unlabeled data in semi-supervised learning can improve the performance of Natural Language Processing (NLP) tasks, such as part-o...
Jun Suzuki, Hideki Isozaki
DGO
2007
174views Education» more  DGO 2007»
13 years 10 months ago
A bootstrapping approach for identifying stakeholders in public-comment corpora
A stakeholder is an individual, group, organization, or community that has an interest or stake in a consensus-building process. The goal of stakeholder identification is identify...
Jaime Arguello, Jamie Callan
LREC
2010
219views Education» more  LREC 2010»
13 years 10 months ago
The GIVE-2 Corpus of Giving Instructions in Virtual Environments
We present the GIVE-2 Corpus, a new corpus of human instruction giving. The corpus was collected by asking one person in each pair of subjects to guide the other person towards co...
Andrew Gargett, Konstantina Garoufi, Alexander Kol...
LREC
2010
148views Education» more  LREC 2010»
13 years 10 months ago
Tag Dictionaries Accelerate Manual Annotation
Expert human input can contribute in various ways to facilitate automatic annotation of natural language text. For example, a part-of-speech tagger can be trained on labeled input...
Marc Carmen, Paul Felt, Robbie Haertel, Deryle Lon...
LREC
2010
209views Education» more  LREC 2010»
13 years 10 months ago
Arabic Part of Speech Tagging
Arabic is a morphologically rich language, which presents a challenge for part of speech tagging. In this paper, we compare two novel methods for POS tagging of Arabic without the...
Emad Mohamed, Sandra Kübler