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Screen2Words: Automatic Mobile UI Summarization with Multimodal Learning
2021
The 34th Annual ACM Symposium on User Interface Software and Technology
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ACKNOWLEDGMENTS We thank the anonymous reviewers for their constructive feedback, which has helped improve this paper. ...
We also thank the participants in our human evaluation and Google data team for their tremendous help on data collection. ...
Based on the dataset, we trained and evaluated a set of deep models to examine the feasibility of automatic UI screen summarization. ...
doi:10.1145/3472749.3474765
fatcat:qujncmdspfby5le2qc6nohdxyu
Summarization with Graphical Elements
[article]
2022
arXiv
pre-print
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Hence, with this work we hope to inspire a new line of research within the automatic summarization community. ...
With this progress, the question has arisen whether the types of summaries that are typically generated by automatic summarization models align with users' needs. ...
This research was supported by the Nationale Politie. All content represents the opinion of the authors, which is not necessarily shared or endorsed by their respective employers and/or sponsors. ...
arXiv:2204.07551v2
fatcat:fidedsslyvf2hae4lxap24inf4
Tweet Contextualization: a Strategy Based on Document Retrieval Using Query Enrichment and Automatic Summarization
2013
Conference and Labs of the Evaluation Forum
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Third, the obtained documents are summarized by using two different automatic summarization systems, in order to provide the final summary associated to each query. ...
The aim of the tweet contextualization INEX (Initiative for the Evaluation of XML retrieval) task at CLEF 2013 (Conference and Labs of the Evaluation Forum) is to build a system that provides automatically ...
Acknowledgements This work has been partially financed by the Spanish projects RICOTERM 4 (FFI2010-21365-C03-01) and APLE 2 (FFI2012-37260), and a Juan de la Cierva grant (JCI-2011-09665). ...
dblp:conf/clef/VivaldiC13
fatcat:keeos2dyfbeczixhiipa7jbcy4
Interoperable Summary Description Model Using Dublin Core
2001
International Conference on Dublin Core and Metadata Applications
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The proposed summary description generator model is achieved using thesaurus approach built on the basis of DC and any existing various metadata schemes. ...
As an approach to solve the problem, summary description that may be optimally minimal descriptive elements set derived from existing metadata schemes (full descriptions) is described in this paper. ...
In this situation, summarization process takes advantage of agents such as automatic notification and automatic change tracking. ...
dblp:conf/dc/KimS01
fatcat:aoyfndmegzg5zc6ngl4ptpts64
E-Learning Management Systems General Framework
2013
Zenodo
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The proposed indicators based of ten dimensions. ...
Furthermore, this paper emphasizes on the feature of e-learning management systems. The features take on the account main indicators to assist and evaluate the quality of e-learning systems. ...
Table summarized the main indicators and check elements of the configuration dimension.
Table IV summarizes the main indicators and check elements of the Security and Privacy. ...
doi:10.5281/zenodo.1087569
fatcat:uueazhhngnhobaj3fsq2f56rsy
Using Provenance for Generating Automatic Citations
2018
Workshop on the Theory and Practice of Provenance
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The Research Object has recently emerged as a comprehensive and systematic method for aggregation and identification of diverse elements of computational experiments. ...
In this paper, we present an approach to automatically generate citations for sub-components of research objects by using the object's recorded provenance traces. ...
Acknowledgments The authors would like to thank Tom Schenk and Gene Leynes for the FIE use case and Jonathan Goodall and Jeff Sadler for the DFS use case. ...
dblp:conf/tapp/ThatMRY18
fatcat:gezwiuobcbepdfr5aaz7a5z4wu
Automatic Text Summarization Using a Machine Learning Approach
[chapter]
2002
Lecture Notes in Computer Science
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These features are of two kinds: statistical -based on the frequency of some elements in the text; and linguistic -extracted from a simplified argumentative structure of the text. ...
In this paper we address the automatic summarization task. Recent research works on extractive-summary generation employ some heuristics, but few works indicate how to select the relevant features. ...
Analogously the notion of document -an element of a collection of documents -in IR, corresponds to the notion of sentence -an element of a document -in summarization. ...
doi:10.1007/3-540-36127-8_20
fatcat:6hmitu6qljg3nkrae2vxhcm5uq
Challenging Issues of Automatic Summarization: Relevance Detection and Quality-based Evaluation
2010
Informatica (Ljubljana, Tiskana izd.)
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This paper is about the Automatic Summarization task within two different points of view, focusing on two main goals. ...
On the one hand, a study of the suitability for "The Code Quantity Principle" in the Text Summarization task is described. ...
Acknowledgement This research has been supported by the FPI grant (BES-2007-16268) from the Spanish Ministry of Science and Innovation, under the project TEXT-MESS (TIN2006-15265-C06-01). ...
dblp:journals/informaticaSI/LloretP10
fatcat:parbjv6zxzforg47l7zrdl22rm
Where are the Automatic Text Summaries Located in the 2021? A review
2021
IJARCCE
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The creation of automatic text summaries is the result of the execution and application of text mining. ...
Research shows a detailed analysis of the execution, presenting the most representative characteristics of the automatic extractive summaries generation, being this one, one of the methods developed in ...
This research aims to aid the understanding of new research concepts in the area by offering a summary of the main and current techniques used in automatic text summarization methods. ...
doi:10.17148/ijarcce.2021.10402
fatcat:zlyavxwtirb4taszfze444p64e
Summarizing ontology-based schemas in PDMS
2010
2010 IEEE 26th International Conference on Data Engineering Workshops (ICDEW 2010)
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We assume that all the schemas are represented by ontologies and we propose a summarization algorithm which produces a summary containing the maximum number of relevant concepts and the minimum number ...
In this paper, we present a process for summarizing schemas of peers participating in a PDMS. ...
In general, the local ontologies remain, along with correspondences between the elements of the merged ontology and the elements of each local ontology. ...
doi:10.1109/icdew.2010.5452706
dblp:conf/icde/PiresSKS10
fatcat:owkhmiziznhczhz7hbhnu3dexy
Evidential Reasoning for Forensic Readiness
2016
Journal of Digital Forensics, Security and Law
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Following the concepts of argumentation diagrams, we develop an automatic judgment summarizing system to enhance the accessibility of judgments and avoid repeating past mistakes. ...
Analysing the decision element is essential for studying the scale of sentence severity for cross-jurisdictional comparisons. Examining the intent element can facilitate future risk assessment. ...
Figure 2 . 2 Transformation of Case Elements into Argumentation Diagrams Figure 3 presents an overview of the measures and procedures for automatic judgment summarization. ...
doi:10.15394/jdfsl.2016.1372
fatcat:h6slaxngsrewppreiunzkomymq
Automatic text summarization based on the Global Document Annotation
1998
Proceedings of the 36th annual meeting on Association for Computational Linguistics -
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In order to calculate the iml)ort~m(:e score of a text element, the algorithm uses st)re;uting aetiwttion on an intradoeulnent network whi(:h conm'. ...
The GDA (Glol)al Do(:ument Annotation) t)roject t)roposes a tag set which allows machines to automatically infer the underlying semantic/pragmatic structure of documents. ...
He <v ben=lll>brought</v> a present.
3 Text Summarization As an examl)ic of a basic ai)plication of GDA. we have developed an automatic text summarization system. ...
doi:10.3115/980691.980720
dblp:conf/acl/NagaoH98
fatcat:bihrx5wwfbhvjpz3riilwxyoa4
Sketching in Gestalt Space: Interactive Shape Abstraction through Perceptual Reasoning
2018
Computer graphics forum (Print)
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We demonstrate the effectiveness of our approach with a series of experiments, including a variety of complex models and two extensive user studies to evaluate our framework. ...
Unlike previous approaches, we operate directly on the geometric elements, in a sense applying Gestalt principles in 3D. ...
Acknowledgements This work was financially supported by the grants of DFG ...
doi:10.1111/cgf.13321
fatcat:spxk3zuzqjf7rabhcxyib4nbsm
Artex is AnotheR TEXt summarizer
[article]
2012
arXiv
pre-print
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This paper describes Artex, another algorithm for Automatic Text Summarization. ...
Summaries are then generated by assembling the highest ranked sentences. No ruled-based linguistic post-processing is necessary in order to obtain summaries. ...
Introduction Automatic Text Summarization (ATS) is the process to automatically generate a compressed version of a source document [15] . ...
arXiv:1210.3312v1
fatcat:wjwiaavwnvdivnpxdgaxbpg7xq
Automatic Preparation of Calibrating Solutions for Quantitative Analysis by ICP-MS
2019
Analytical Sciences
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The flow-rates of diluting solution, internal standard solution, and initial elementals solution were monitored with a single ultrasonic flow sensor. ...
The results for multi-elements in a river-water certified reference material (NMIJ CRM 7202-b) agreed with the certified values. ...
The results are summarized in
178 The minimum control volume was comparable to that obtained with plunger pumps used in Ref. Table 1 Switching sets for the flow-chart of the automatic system. ...
doi:10.2116/analsci.19c010
pmid:31761810
fatcat:l3arn4nuivd4dizbgq64wzclvu
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