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  Partner: UNT College of Engineering
 Collection: UNT Scholarly Works
Text Mining for Automatic Image Tagging

Text Mining for Automatic Image Tagging

Date: August 2010
Creator: Leong, Chee Wee; Mihalcea, Rada, 1974- & Hassan, Samer
Description: 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.
Contributing Partner: UNT College of Engineering
Computational Models for Incongruity Detection in Humour

Computational Models for Incongruity Detection in Humour

Date: March 2010
Creator: Mihalcea, Rada, 1974-; Strapparava, Carlo, 1962- & Pulman, Stephen
Description: In this paper, the authors explore several computational models for incongruity resolution.
Contributing Partner: UNT College of Engineering
Quantifying the Limits and Success of Extractive Summarization Systems Across Domains

Quantifying the Limits and Success of Extractive Summarization Systems Across Domains

Date: June 2010
Creator: Ceylan, Hakan; Mihalcea, Rada, 1974-; Ozertem, Umut; Lloret, Elena & Palomar, Manuel
Description: 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.
Contributing Partner: UNT College of Engineering
Amazon Mechanical Turk for Subjectivity Word Sense Disambiguation

Amazon Mechanical Turk for Subjectivity Word Sense Disambiguation

Date: June 2010
Creator: Akkaya, Cem; Conrad, Alexander; Wiebe, Janyce M. & Mihalcea, Rada, 1974-
Description: In this paper, the authors discuss research on whether they can use Mechanical Turk (MTurk) to acquire goo 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.
Contributing Partner: UNT College of Engineering
Word Sense Disambiguation with Pattern Learning and Automatic Feature Selection

Word Sense Disambiguation with Pattern Learning and Automatic Feature Selection

Date: December 2002
Creator: Mihalcea, Rada, 1974-
Description: Article discussing word sense disambiguation with pattern learning and automatic feature selection.
Contributing Partner: UNT College of Engineering
Classifier Stacking and Voting for Text Filtering

Classifier Stacking and Voting for Text Filtering

Date: November 2002
Creator: Mihalcea, Rada, 1974-
Description: This article discusses classifier stacking and voting for text filtering.
Contributing Partner: UNT College of Engineering
Robocamp: Encouraging Young Women to Embrace STEM

Robocamp: Encouraging Young Women to Embrace STEM

Date: February 2009
Creator: Akl, Robert G.; Keathly, David & Garlick, Ryan
Description: This presentation discusses Robocamp, a special summer camp that was created by the University of North Texas (UNT) Computer Science and Engineering department. Robocamp successfully promotes engineering among high school women.
Contributing Partner: UNT College of Engineering
Building Multilingual Semantic Networks with Non-Expert Contributions over the Web

Building Multilingual Semantic Networks with Non-Expert Contributions over the Web

Date: November 2003
Creator: Ayewah, Nathanial; Mihalcea, Rada, 1974- & Nastase, Vivi
Description: This paper discusses building multilingual semantic networks.
Contributing Partner: UNT College of Engineering
Self-Configuring Wireless MEMS Network

Self-Configuring Wireless MEMS Network

Date: January 2008
Creator: Akl, Robert G.; Kavi, Krishna M. & El Rewini, Hesham
Description: This presentation discusses miniature, lightweight, self-powered wireless sensors, and networking software needs.
Contributing Partner: UNT College of Engineering
Exploiting Agreement and Disagreement of Human Annotators for Word Sense Disambiguation

Exploiting Agreement and Disagreement of Human Annotators for Word Sense Disambiguation

Date: September 2003
Creator: Chklovski, Timothy A. (Timothy Anatolievich), 1977- & Mihalcea, Rada, 1974-
Description: This paper discusses word sense disambiguation.
Contributing Partner: UNT College of Engineering
Letter Level Learning for Language Independent Diacritics Restoration

Letter Level Learning for Language Independent Diacritics Restoration

Date: September 2002
Creator: Mihalcea, Rada, 1974- & Nastase, Vivi
Description: This paper discusses letter level learning for language independent diacritics restoration.
Contributing Partner: UNT College of Engineering
Corpus-based and Knowledge-based Measures of Text Semantic Similarity

Corpus-based and Knowledge-based Measures of Text Semantic Similarity

Date: July 2006
Creator: Mihalcea, Rada, 1974-; Corley, Courtney & Strapparava, Carlo, 1962-
Description: This article discusses corpus-based and knowledge-based measures of text semantic similarity.
Contributing Partner: UNT College of Engineering
Word Sense and Subjectivity

Word Sense and Subjectivity

Date: July 2006
Creator: Wiebe, Janyce M. & Mihalcea, Rada, 1974-
Description: This paper discusses word sense and subjectivity.
Contributing Partner: UNT College of Engineering
A Corpus-based Approach to Finding Happiness

A Corpus-based Approach to Finding Happiness

Date: March 2006
Creator: Liu, Hugo & Mihalcea, Rada, 1974-
Description: This paper discusses how to locate emotions.
Contributing Partner: UNT College of Engineering
Characterizing Humour: An Exploration of Features in Humorous Texts

Characterizing Humour: An Exploration of Features in Humorous Texts

Date: February 2007
Creator: Mihalcea, Rada, 1974- & Pulman, Stephen
Description: This paper investigates the problem of automatic humor recognition, and provides an in-depth analysis of two of the most frequently observed features of humorous text: human-centeredness and negative polarity. Through experiments performed on two collections of humorous texts, the authors show that these properties of verbal humor are consisted across different data sets.
Contributing Partner: UNT College of Engineering
Explorations in Automatic Book Summarization

Explorations in Automatic Book Summarization

Date: June 2007
Creator: Ceylan, Hakan & Mihalcea, Rada, 1974-
Description: This paper discusses explorations in automatic book summarization.
Contributing Partner: UNT College of Engineering
NLP (Natural Language Processing) for NLP (Natural Language Programming)

NLP (Natural Language Processing) for NLP (Natural Language Programming)

Date: February 2006
Creator: Mihalcea, Rada, 1974-; Liu, Hugo & Lieberman, Henry
Description: This paper discusses Natural Language Processing (NLP).
Contributing Partner: UNT College of Engineering
Creating Large Annotated Data Collections with Web Users' Help

Creating Large Annotated Data Collections with Web Users' Help

Date: April 2003
Creator: Mihalcea, Rada, 1974- & Chklovski, Timothy A. (Timothy Anatolievich), 1977-
Description: This paper discusses creating annotated data collections.
Contributing Partner: UNT College of Engineering
An Evaluation Exercise for Word Alignment

An Evaluation Exercise for Word Alignment

Date: May 2003
Creator: Mihalcea, Rada, 1974- & Pedersen, Ted
Description: This paper discusses an evaluation exercise for word alignment.
Contributing Partner: UNT College of Engineering
Instance Based Learning with Automatic Feature Selection Applied to Word Sense Disambiguation

Instance Based Learning with Automatic Feature Selection Applied to Word Sense Disambiguation

Date: August 2002
Creator: Mihalcea, Rada, 1974-
Description: This paper discusses instance based learning with automatic feature selection applied to word sense disambiguation.
Contributing Partner: UNT College of Engineering
A Language Independent Algorithm for Single and Multiple Document Summarization

A Language Independent Algorithm for Single and Multiple Document Summarization

Date: October 2005
Creator: Mihalcea, Rada, 1974- & Tarau, Paul
Description: This paper discusses a language independent algorithm for single and multiple document summarization.
Contributing Partner: UNT College of Engineering
TextRank: Bringing Order into Texts

TextRank: Bringing Order into Texts

Date: July 2004
Creator: Mihalcea, Rada, 1974- & Tarau, Paul
Description: In this paper, the authors introduce TextRank, a graph-based ranking model for text processing, and show how this model can be successfully used in natural language applications.
Contributing Partner: UNT College of Engineering
Multi-Document Summarization with Iterative Graph-based Algorithms

Multi-Document Summarization with Iterative Graph-based Algorithms

Date: May 2005
Creator: Mihalcea, Rada, 1974- & Tarau, Paul
Description: This paper discusses multi-document synchronization with iterative graph-based algorithms.
Contributing Partner: UNT College of Engineering
Using the Essence of Texts to Improve Document Classification

Using the Essence of Texts to Improve Document Classification

Date: September 2005
Creator: Mihalcea, Rada, 1974- & Hassan, Samer
Description: This article discusses using the essence of texts to improve document classification.
Contributing Partner: UNT College of Engineering