1,721,337 research outputs found
Multilingual open information extraction using universal dependencies
No full textOpen Information Extraction or Open IE is a paradigm which enables extraction of relational tuples from text without pre-specifying relations. Most of the work in Open IE has been done for English. In this thesis we leverage the Open IE tools present in English to generate data in a non-English language by using cross lingual projection. This data can be used to train models capable of extracting relational tuples in multiple
languages. Universal Dependencies are used to generate features for these models that can be used across multiple languages.M.S.Includes bibliographical referencesby Shardul Naithan
GPU-based Lagrangian heuristic for multidimensional assignment problems with decomposable costs
Get PDFMultidimensional assignment problem (MAP) is one of the many formulations of data association problem which categorizes data based on various data sources. A higher number of data sources ensures an accurate categorization of data. But it also leads to a significant increase in the amount of data, consequently increasing the computation time where quick results are sought. In this work, we used Lagrangian relaxation technique to solve the MAPs with decomposable costs. But the major contribution was an efficient parallelization of this algorithm on a graphics processing unit (GPU) based programming architecture. Bigger problems with larger data sets were solved by using multiple processors with each having a GPU of its own. This not only handled the data by distributing it among the processors, but also increased the amount of parallelization to give us good iteration times. Problems with 796 million cost variables were solved on varying number of processors between 1 and 64, with significantly fast iteration times. Owing to the good scalability of the developed parallel solver, we successfully solved problems with 31 billion cost variables on processors ranging from 64 to 128 in good amount of time.Submission published under a 24 month embargo labeled 'U of I Access', the embargo will last until 2020-05-01The student, Shardul Natu, accepted the attached license on 2018-02-23 at 08:13.The student, Shardul Natu, submitted this Thesis for approval on 2018-02-23 at 08:46.This Thesis was approved for publication on 2018-02-23 at 11:45.DSpace SAF Submission Ingestion Package generated from Vireo submission #12046 on 2018-08-31 at 17:17:11Made available in DSpace on 2018-09-04T20:33:49Z (GMT). No. of bitstreams: 3
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Previous issue date: 2018-02-23Embargo set by: Seth Robbins for item 107200
Lift date: 2020-09-04T20:34:13Z
Reason: Author requested U of Illinois access only (OA after 2yrs) in Vireo ETD systemEmbargo set by: Seth Robbins for item 107200
Lift date: 2020-09-04T20:37:00Z
Reason: Author requested U of Illinois access only (OA after 2yrs) in Vireo ETD systemEmbargo set by: Seth Robbins for item 107200
Lift date: 2020-09-04T20:42:08Z
Reason: Author requested U of Illinois access only (OA after 2yrs) in Vireo ETD systemU of I Only Restriction Lifted for Item 107200 on 2020-09-05T09:15:32Z
Study of the efficacy of Shardul Ghanvati in the management of Udara - Jatodakawastha
Get PDFThe clinical research study was carried out on 30 pateints of Udara-Jatodakawastha to evaluate the efficacy of Shardul Ghanavati in the management of Udara-Jatodakawstha, The study was conducted at department of Kayachikitsa, Aryangla Ayurvedic College and Hospital Satara, Maharashtra. For assessment of result patient was investigated before after for Hemogram, Liver function test & USG Abdomen. Clinical features like Abdominal girth, change in weight, Breathlessness, yellowness of sclera, pedal edema and loss of appetite were assessment criteria for analysis of result.The study reveals that Shardul Ghanavati has significant role in management of Udara-Jatodakawastha, The total efficacy of treatment was found 59.37 % in subjective criteria, and significant result found in objective criteria (weight & girth measurement), as well as supplementary criteria in period of two months.In sitting position 11.97 % reduction in abdominal girth, In supine position 11.34 % reduction in abdominal girth & mean score reduction in weight 12.48% take place. Also it gives immediate relief to patient by doing “Virechana†karma, which is pradhan chikitsa of Udara-Jatodakawastha
sj-docx-1-jiv-10.1177_08862605231191187 – Supplemental material for Using Machine Learning Prediction to Create a 15-question IPV Measurement Tool
No full textSupplemental material, sj-docx-1-jiv-10.1177_08862605231191187 for Using Machine Learning Prediction to Create a 15-question IPV Measurement Tool by Sneha Shashidhara, Pavan Mamidi, Shardul Vaidya and Ishank Daral in Journal of Interpersonal Violence</p
Going Beyond Counting First Authors in Author Co-citation Analysis
Get PDFThe present study examines one of the fundamental aspects of author co-citation analysis (ACA) - the way co-citation
counts are defined. Co-citation counting provides the data on which all subsequent statistical analyses and mappings
are based, and we compare ACA results based on two different types of co-citation counting - the traditional type that
only counts the first one among a cited work's authors on the one hand and a non-traditional type that takes into
account the first 5 authors of a cited work on the other hand. Results indicate that the picture produced through this non-traditional author co-citation counting contains more coherent author groups and is therefore considerably clearer. However, this picture represents fewer specialties in the research field being studied than that produced through the traditional first-author co-citation counting when the same number of top-ranked authors is selected and analyzed. Reasons for these effects are discussed
Variations on the Author
Get PDF“Variations on the Author” discusses two of Eduardo Coutinho’s recent films (Um Dia na Vida, from 2010, and Últimas Conversas, posthumously released in 2015) and their contribution to the general question of documentary authorship. The director’s filmography is characterized by a consistent yet self-effacing form of authorial self-inscription: Coutinho often features as an interviewer that rather than express opinions propels discourses; an interviewer that is good at listening. This mode of self-inscription characterizes him as an author who is not expressive but who is nonetheless markedly present on the screen. In Um Dia na Vida, however, Coutinho is completely absent form the image, while Últimas Conversas, on the contrary, includes a confessional prologue that moves the director from the margins to the center of his films. This article examines the ways in which these works stand out in the filmography of a director who offers new insights into the notion of cinematic authorship
Appropriate Similarity Measures for Author Cocitation Analysis
Get PDFWe provide a number of new insights into the methodological discussion about author cocitation analysis. We first argue that the use of the Pearson correlation for measuring the similarity between authors’ cocitation profiles is not very satisfactory. We then discuss what kind of similarity measures may be used as an alternative to the Pearson correlation. We consider three similarity measures in particular. One is the well-known cosine. The other two similarity measures have not been used before in the bibliometric literature. Finally, we show by means of an example that our findings have a high practical relevance.information science;Pearson correlation;cosine;similarity measure;author cocitation analysis
Dispelling the Myths Behind First-author Citation Counts
Get PDFWe conducted a full-scale evaluative citation analysis study of scholars in the XML research field to explore just how different from each other author rankings resulting from different citation counting methods actually are, and to demonstrate the capability of emerging data and tools on the Web in supporting more realistic citation counting methods. Our results contest some common arguments for the continued
use of first-author citation counts in the evaluation of scholars, such as high correlations between author rankings by first-author citation counts and other citation
counting methods, and high costs of using more realistic citation counting methods that are not well-supported by the ISI databases. It is argued that increasingly available digital full text research papers make it possible for citation analysis studies to go beyond what the ISI databases have directly supported and to employ more
sophisticated methods
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