University of North Texas

About: University of North Texas is a education organization based out in Denton, Texas, United States. It is known for research contribution in the topics: Population & Poison control. The organization has 11866 authors who have published 26984 publications receiving 705376 citations. The organization is also known as: Fight, North Texas & UNT.

Using Wikipedia for Automatic Word Sense Disambiguation

Abstract: This paper describes a method for generating sense-tagged data using Wikipedia as a source of sense annotations. Through word sense disambiguation experiments, the authors show that the Wikipedia-based sense annotations are reliable and can be used to construct accurate sense classifiers.

Text-to-Text Semantic Similarity for Automatic Short Answer Grading

Abstract: In this paper, we explore unsupervised techniques for the task of automatic short answer grading. We compare a number of knowledge-based and corpus-based measures of text similarity, evaluate the effect of domain and size on the corpus-based measures, and also introduce a novel technique to improve the performance of the system by integrating automatic feedback from the student answers. Overall, our system significantly and consistently outperforms other unsupervised methods for short answer grading that have been proposed in the past.

Tools to Support Interpreting Multiple Regression in the Face of Multicollinearity

Abstract: While multicollinearity may increase the difficulty of interpreting multiple regression (MR) results, it should not cause undue problems for the knowledgeable researcher. In the current paper, we argue that rather than using one technique to investigate regression results, researchers should consider multiple indices to understand the contributions that predictors make not only to a regression model, but to each other as well. Some of the techniques to interpret MR effects include, but are not limited to, correlation coefficients, beta weights, structure coefficients, all possible subsets regression, commonality coefficients, dominance weights, and relative importance weights. This article will review a set of techniques to interpret MR effects, identify the elements of the data on which the methods focus, and identify statistical software to support such analyses.

Physiological and Ecological Correlates of Preferred Temperature in Fish

Abstract: Fishes released from constraints of their previous thermal history tend to limit thermal exposure to a narrow range of temperatures. Thermoregulatory behavior (final preferendum) is a stable characteristic of each species studied, suggesting strong regulation by natural selection. However, the adaptive significance of the final preferendum has not been documented for most species. Species with wide geographic distributions, such as bluegill sunfish and largemouth bass exhibit constant laboratory final preferenda regardless of their geographic origin or thermal histories. This apparent evolutionary anomaly of the final preferendum requires further study. It is no longer adequate to describe responses of fish to thermal gradients, rather falsifiable hypotheses concerning adaptive relations between thermoselection, and physiological, biochemical, life-history and genetic correlates must be developed and tested experimentally.

ABA Is Required for Plant Acclimation to a Combination of Salt and Heat Stress

Abstract: Abiotic stresses such as drought, heat or salinity are a major cause of yield loss worldwide. Recent studies revealed that the acclimation of plants to a combination of different environmental stresses is unique and cannot be directly deduced from studying the response of plants to each of the different stresses applied individually. Here we report on the response of Arabidopsis thaliana to a combination of salt and heat stress using transcriptome analysis, physiological measurements and mutants deficient in abscisic acid, salicylic acid, jasmonic acid or ethylene signaling. Arabidopsis plants were found to be more susceptible to a combination of salt and heat stress compared to each of the different stresses applied individually. The stress combination resulted in a higher ratio of Na+/K+ in leaves and caused the enhanced expression of 699 transcripts unique to the stress combination. Interestingly, many of the transcripts that specifically accumulated in plants in response to the salt and heat stress combination were associated with the plant hormone abscisic acid. In accordance with this finding, mutants deficient in abscisic acid metabolism and signaling were found to be more susceptible to a combination of salt and heat stress than wild type plants. Our study highlights the important role abscisic acid plays in the acclimation of plants to a combination of two different abiotic stresses.