Amazon Mechanical Turk for Subjectivity Word Sense Disambiguation (open access)

Amazon Mechanical Turk for Subjectivity Word Sense Disambiguation

In this paper, the authors discuss research on whether they can use Mechanical Turk (MTurk) to acquire good annotations with respect to gold-standard data, whether they can filter out low-quality workers (spammers), and whether there is a learning effect associated with repeatedly completing the same kind of task.
Date: June 2010
Creator: Akkaya, Cem; Conrad, Alexander; Wiebe, Janyce M. & Mihalcea, Rada, 1974-
Object Type: Paper
System: The UNT Digital Library
Hybrid Approach for Energy-Aware Synchronization (open access)

Hybrid Approach for Energy-Aware Synchronization

This book chapter discusses a time synchronization scheme for wireless sensor networks that aims to save sensor battery power while maintaining network connectivity for as long as possible.
Date: December 2010
Creator: Akl, Robert G.; Saravanos, Yanos & Haidar, Mohamad
Object Type: Book Chapter
System: The UNT Digital Library
Classifying genes to the correct Gene Ontology Slim term in Saccharomyces cerevisiae using neighbouring genes with classification learning (open access)

Classifying genes to the correct Gene Ontology Slim term in Saccharomyces cerevisiae using neighbouring genes with classification learning

Article discussing research on classifying genes to the correct gene ontology slim term in Saccharomyces cerevisiae using neighbouring genes with classification learning.
Date: May 28, 2010
Creator: Amthauer, Heather A. & Tsatsoulis, C. (Costas), 1962-
Object Type: Article
System: The UNT Digital Library
Multilingual Subjectivity: Are More Languages Better? (open access)

Multilingual Subjectivity: Are More Languages Better?

This paper discusses multilingual subjectivity.
Date: August 2010
Creator: Banea, Carmen; Mihalcea, Rada, 1974- & Wiebe, Janyce M.
Object Type: Paper
System: The UNT Digital Library
Semi-supervised prediction of protein subcellular localization using abstraction augmented Markov models (open access)

Semi-supervised prediction of protein subcellular localization using abstraction augmented Markov models

Article discussing the semi-supervised prediction of protein subcellular localization using abstraction augmented Markov models.
Date: October 26, 2010
Creator: Caragea, Cornelia; Caragea, Doina; Silvescu, Adrian & Honavar, Vasant
Object Type: Article
System: The UNT Digital Library
Abstraction Augmented Markov Models (open access)

Abstraction Augmented Markov Models

Article discussing the abstraction augmented Markov models.
Date: December 2010
Creator: Caragea, Cornelia; Silvescu, Adrian; Caragea, Doina & Honavar, Vasant
Object Type: Paper
System: The UNT Digital Library
Quantifying the Limits and Success of Extractive Summarization Systems Across Domains (open access)

Quantifying the Limits and Success of Extractive Summarization Systems Across Domains

This paper analyzes the topic identification stage of single-document automatic text summarization across four different domains, consisting of newswire, literary, scientific and legal documents.
Date: June 2010
Creator: Ceylan, Hakan; Mihalcea, Rada, 1974-; Ozertem, Umut; Lloret, Elena & Palomar, Manuel
Object Type: Paper
System: The UNT Digital Library
Text and Structural Data Mining of Influenza Mentions in Web and Social Media (open access)

Text and Structural Data Mining of Influenza Mentions in Web and Social Media

This article discusses text and structural data mining of influenza mentions in web and social media.
Date: February 22, 2010
Creator: Corley, Courtney; Cook, Diane J., 1963-; Mikler, Armin R. & Singh, Karan P.
Object Type: Article
System: The UNT Digital Library
To Annotate More Accurately or to Annotate More (open access)

To Annotate More Accurately or to Annotate More

This paper demonstrates that the greatest value for annotation lies in single annotating more data.
Date: July 2010
Creator: Dligach, Dmitriy; Nielsen, Rodney D. & Palmer, Martha
Object Type: Paper
System: The UNT Digital Library
Towards a Domain Independent Semantics: Enhancing Semantic Representation with Construction Grammar (open access)

Towards a Domain Independent Semantics: Enhancing Semantic Representation with Construction Grammar

This paper shows results from an investigation whether a classifier can be taught to identify these constructions and consideration of the hypothesis that identifying construction types can improve the semantic interpretation of previously unseen predicate uses.
Date: June 2010
Creator: Hwang, Jena D.; Nielsen, Rodney D. & Palmer, Martha
Object Type: Paper
System: The UNT Digital Library
Text Mining for Automatic Image Tagging (open access)

Text Mining for Automatic Image Tagging

This paper introduces several extractive approaches for automatic image tagging, relying exclusively on information mined from texts. Through evaluations on two datasets, the authors show that their methods exceed competitive baselines by a large margin, and compare favorably with the state-of-the-art that uses both textual and image features.
Date: August 2010
Creator: Leong, Chee Wee; Mihalcea, Rada, 1974- & Hassan, Samer
Object Type: Paper
System: The UNT Digital Library
Automated measurement of quality of mucosa inspection for colonscopy (open access)

Automated measurement of quality of mucosa inspection for colonscopy

This paper from the International Conference on Computational Science conference proceedings presents new methods that derive a new quality metric for automated scoring of quality of mucosa inspection performed by the endoscopist.
Date: May 31, 2010
Creator: Liu, Xuemin; Tavanapong, Wallapak; Wong, Johnny; Oh, JungHwan & de Groen, Piet C.
Object Type: Paper
System: The UNT Digital Library
Graph-based Ranking Algorithms for Text Processing (open access)

Graph-based Ranking Algorithms for Text Processing

Patent relating to graph-based ranking algorithms for text processing.
Date: March 9, 2005
Creator: Mihalcea, Rada, 1974- & Tarau, Paul
Object Type: Patent
System: The UNT Digital Library
SemEval-2010 Task 2: Cross-Lingual Lexical Substitution (open access)

SemEval-2010 Task 2: Cross-Lingual Lexical Substitution

This article describes the SemEval-2010 Cross-Lingual Lexical Substitution task.
Date: July 2010
Creator: Mihalcea, Rada, 1974-; Sinha, Ravi & McCarthy, Diana
Object Type: Paper
System: The UNT Digital Library
Computational Models for Incongruity Detection in Humour (open access)

Computational Models for Incongruity Detection in Humour

In this paper, the authors explore several computational models for incongruity resolution.
Date: March 2010
Creator: Mihalcea, Rada, 1974-; Strapparava, Carlo, 1962- & Pulman, Stephen
Object Type: Paper
System: The UNT Digital Library
Annotating and Identifying Emotions in Text (open access)

Annotating and Identifying Emotions in Text

This book chapter discusses annotating and identifying emotions in text.
Date: 2010
Creator: Strapparava, Carlo, 1962- & Mihalcea, Rada, 1974-
Object Type: Book Chapter
System: The UNT Digital Library
Struct-NB: Predicting Protein-RNA Binding Sites Using Structural Features (open access)

Struct-NB: Predicting Protein-RNA Binding Sites Using Structural Features

Article discussing predicting protein-RNA binding sites using structural features.
Date: January 15, 2010
Creator: Towfic, Fadi; Caragea, Cornelia; Gemperline, David; Dobbs, Drena & Honavar, Vasant
Object Type: Article
System: The UNT Digital Library