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Screen2Words: Automatic Mobile UI Summarization with Multimodal Learning

Bryan Wang, Gang Li, Xin Zhou, Zhourong Chen, Tovi Grossman, Yang Li
2021 The 34th Annual ACM Symposium on User Interface Software and Technology  
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]

Maartje ter Hoeve, Julia Kiseleva, Maarten de Rijke
2022 arXiv   pre-print
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

Jorge Vivaldi, Iria da Cunha
2013 Conference and Labs of the Evaluation Forum  
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

Do-Nyun Kim, Young-Won Song
2001 International Conference on Dublin Core and Metadata Applications  
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

Hamed Fawareh
2013 Zenodo  
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

Dai Hai Ton That, Tanu Malik, Alexander Rasin, Andrew Youngdahl
2018 Workshop on the Theory and Practice of Provenance  
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]

Joel Larocca Neto, Alex A. Freitas, Celso A. A. Kaestner
2002 Lecture Notes in Computer Science  
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

Elena Lloret, Manuel Palomar
2010 Informatica (Ljubljana, Tiskana izd.)  
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

Jhonathan Quillo-Espino, Rosa-María Romero-González
2021 IJARCCE  
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

Carlos Eduardo Pires, Paulo Sousa, Zoubida Kedad, Ana Carolina Salgado
2010 2010 IEEE 26th International Conference on Data Engineering Workshops (ICDEW 2010)  
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

Yi-Ching Liao, Hanno Langweg
2016 Journal of Digital Forensics, Security and Law  
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

Katashi Nagao, Kôiti Hasida
1998 Proceedings of the 36th annual meeting on Association for Computational Linguistics -  
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

J. Kratt, T. Niese, R. Hu, H. Huang, S. Pirk, A. Sharf, D. Cohen-Or, O. Deussen
2018 Computer graphics forum (Print)  
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]

Juan-Manuel Torres-Moreno
2012 arXiv   pre-print
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

Yanbei ZHU
2019 Analytical Sciences  
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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