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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
Semantic Document Engineering with WordNet and PageRank

Semantic Document Engineering with WordNet and PageRank

Date: March 2005
Creator: Tarau, Paul; Mihalcea, Rada, 1974- & Figa, Elizabeth
Description: This article discusses semantic document engineering with WordNet and PageRank.
Contributing Partner: UNT College of Engineering
Word Alignment for Languages with Scarce Resources

Word Alignment for Languages with Scarce Resources

Date: June 2005
Creator: Martin, Joel; Mihalcea, Rada, 1974- & Pedersen, Ted
Description: This paper presents the task definition, resources, participating systems, and comparative results for the shared task on word alignment which was organized as part of the Association for Computational Linguistics (ACL) 2005 Workshop on Building and Using Parallel Texts. The shared task included English-Inuktitut, Romanian-English, and English-Hindi sub-tasks, and drew the participation of ten teams from around the world with a total of 50 systems.
Contributing Partner: UNT College of Engineering
Text Semantic Similarity, with Applications

Text Semantic Similarity, with Applications

Date: September 2005
Creator: Corley, Courtney; Csomai, Andras & Mihalcea, Rada, 1974-
Description: In this paper, the authors present a knowledge-based method for measuring the semantic-similarity of texts. Through experiments performed on two different applications: (1) paraphrase and entailment identification, and (2) word sense similarity, the authors show that this method outperforms the traditional text similarity metrics based on lexical matching.
Contributing Partner: UNT College of Engineering
Putting Pieces Together: Combining FrameNet, VerbNet and WordNet for Robust Semantic Parsing

Putting Pieces Together: Combining FrameNet, VerbNet and WordNet for Robust Semantic Parsing

Date: 2005
Creator: Shi, Lei & Mihalcea, Rada, 1974-
Description: This paper describes the authors' work in integrating three different lexical resources: FrameNet, VerbNet, and WordNet, into a unified, richer knowledge-base, to the end of enabling more robust semantic parsing.
Contributing Partner: UNT College of Engineering
SenseLearner: Minimally Supervised Word Sense Disambiguation for All Words in Open Text

SenseLearner: Minimally Supervised Word Sense Disambiguation for All Words in Open Text

Date: 2004
Creator: Mihalcea, Rada, 1974- & Faruque, Ehsanul
Description: This paper introduces SenseLearner - a minimally supervised sense tagger that attempts to disambiguate all content words in a text using the sense from WordNet. SenseLearner participated in the SENSEVAL-3 English all words task, and achieved an average accuracy of 64.6%.
Contributing Partner: UNT College of Engineering
Language Independent Extractive Summarization

Language Independent Extractive Summarization

Date: July 2005
Creator: Mihalcea, Rada, 1974-
Description: This paper discusses language independent extractive summarization.
Contributing Partner: UNT College of Engineering
PageRank on Semantic Networks, with Application to Word Sense Disambiguation

PageRank on Semantic Networks, with Application to Word Sense Disambiguation

Date: August 2004
Creator: Mihalcea, Rada, 1974-; Tarau, Paul & Figa, Elizabeth
Description: This article discusses PageRank on semantic networks, with application to word sense disambiguation.
Contributing Partner: UNT College of Engineering
Making Computers Laugh: Investigations in Automatic Humor Recognition

Making Computers Laugh: Investigations in Automatic Humor Recognition

Date: October 2005
Creator: Mihalcea, Rada, 1974- & Strapparava, Carlo, 1962-
Description: This paper discusses investigations in automatic humor recognition.
Contributing Partner: UNT College of Engineering
The SENSEVAL-3 Multilingual English-Hindi Lexical Sample Task

The SENSEVAL-3 Multilingual English-Hindi Lexical Sample Task

Date: July 2004
Creator: Chklovski, Timothy A. (Timothy Anatolievich), 1977-; Mihalcea, Rada, 1974-; Pedersen, Ted & Purandare, Amruta
Description: This paper describes the English-Hindi Multilingual lexical sample task in SENSEVAL-3.
Contributing Partner: UNT College of Engineering
Measuring the Semantic Similarity of Texts

Measuring the Semantic Similarity of Texts

Date: June 2005
Creator: Corley, Courtney & Mihalcea, Rada, 1974-
Description: This paper discusses measuring the semantic similarity of texts.
Contributing Partner: UNT College of Engineering
Computational Laughing: Automatic Recognition of Humorous One-liners

Computational Laughing: Automatic Recognition of Humorous One-liners

Date: July 2005
Creator: Mihalcea, Rada, 1974- & Strapparava, Carlo, 1962-
Description: This paper discusses automatic recognition of humor.
Contributing Partner: UNT College of Engineering
The SENSEVAL-3 English Lexical Sample Task

The SENSEVAL-3 English Lexical Sample Task

Date: July 2004
Creator: Mihalcea, Rada, 1974-; Chklovski, Timothy A. (Timothy Anatolievich), 1977- & Kilgarriff, Adam
Description: This paper presents the task definition, resources, participating systems, and comparative results for the English lexical sample task, which was organized as part of the SENSEVAL-3 evaluation exercise.
Contributing Partner: UNT College of Engineering
SenseLearner: Word Sense Disambiguation for All Words in Unrestricted Text

SenseLearner: Word Sense Disambiguation for All Words in Unrestricted Text

Date: June 2005
Creator: Mihalcea, Rada, 1974- & Csomai, Andras
Description: This paper describes SenseLearner, a minimally supervised word sense disambiguation system that attempts to disambiguate all content words in a text using WordNet senses.
Contributing Partner: UNT College of Engineering
PicNet: Augmenting Semantic Resources with Pictorial Representations

PicNet: Augmenting Semantic Resources with Pictorial Representations

Date: March 2005
Creator: Borman, Andy; Mihalcea, Rada, 1974- & Tarau, Paul
Description: In this paper, the authors introduce PicNet, a Web-based system for augmenting semantic resources with illustrative images using volunteer contributions over the Web.
Contributing Partner: UNT College of Engineering
Parallel Texts

Parallel Texts

Date: September 2005
Creator: Mihalcea, Rada, 1974- & Simard, Michel
Description: Article discussing parallel texts and natural language processing.
Contributing Partner: UNT College of Engineering
Unsupervised Large-Vocabulary Word Sense Disambiguation with Graph-based Algorithms for Sequence Data Labeling

Unsupervised Large-Vocabulary Word Sense Disambiguation with Graph-based Algorithms for Sequence Data Labeling

Date: October 2005
Creator: Mihalcea, Rada, 1974-
Description: This paper introduces a graph-based algorithm for sequence data labeling, using random walks on graphs encoding label dependencies. The algorithm is illustrated and tested in the context of an unsupervised word sense disambiguation problem, and shown to significantly outperform the accuracy achieved through individual label assignment, as measured on standard sense-annotated data sets.
Contributing Partner: UNT College of Engineering
WiFi and WCDMA Network Design

WiFi and WCDMA Network Design

Date: April 2005
Creator: Akl, Robert G.
Description: This presentation discusses WiFi access point selection and traffic balancing, multi-cell wideband code division multiple access (WCDMA) with multiple classes, user modeling using 2D Gaussian distribution, and intra-cell and inter-cell interference and capacity.
Contributing Partner: UNT College of Engineering
Impact of Interference Model on Capacity in CDMA Cellular Networks

Impact of Interference Model on Capacity in CDMA Cellular Networks

Date: July 2004
Creator: Akl, Robert G. & Parvez, Asad
Description: This presentation introduces code division multiple access (CDMA) networks, average and actual interference models, optimized capacity, and the 2D Gaussian user model.
Contributing Partner: UNT College of Engineering
Investigations in Unsupervised Back-of-the-Book Indexing

Investigations in Unsupervised Back-of-the-Book Indexing

Date: May 2007
Creator: Csomai, Andras & Mihalcea, Rada, 1974-
Description: This paper discusses investigations in unsupervised back-of-the-book indexing.
Contributing Partner: UNT College of Engineering
UNT-Yahoo: SuperSenseLearner: Combining SenseLearner with SuperSense and other Coarse Semantic Features

UNT-Yahoo: SuperSenseLearner: Combining SenseLearner with SuperSense and other Coarse Semantic Features

Date: June 2007
Creator: Mihalcea, Rada, 1974-; Csomai, Andras & Ciaramita, Massimiliano
Description: This paper discusses combining SenseLearner with SuperSence and other coarse semantic features.
Contributing Partner: UNT College of Engineering