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A novel concept-level approach for ultra-concise opinion summarization

Elena Lloret, Ester Boldrini, Tatiana Vodolazova, Patricio Martínez-Barco, Rafael Muñoz, Manuel Palomar
2015 Expert systems with applications  
Therefore, this article proposes and evaluates a novel concept-level approach for ultra-concise opinion abstractive summarization.  ...  Our approach is characterized by the integration of syntactic sentence simplification, sentence regeneration and internal concept representation into the summarization process, thus being able to generate  ...  been partially funded by the University of Alicante, Generalitat Valenciana, Spanish Government and the European Commission through the projects, "Tratamiento inteligente de la información para la ayuda a  ... 
doi:10.1016/j.eswa.2015.05.026 fatcat:ivt2rz7xmzaznikb6zt56hoggm

Application of Different Algorithms to Optimize Abstractive Summarization

2020 International journal of recent technology and engineering  
Abstractive summarization is a knowledgebase extraction with some modification in original content.  ...  In this paper first we discuss various algorithms for abstractive summarization then on the basis of merits of various algorithms we discuss, how various algorithm may help to optimize Abstractive Summarization  ...  A novel concept-level approach for ultra-concise opinion summarization [13] 2015 Lloret, Elena Boldrini, Ester Vodolazova, Tatiana Martinez-Barco, Patricio Munoz, Rafael Palomar, Manuel [13] novel  ... 
doi:10.35940/ijrte.e6146.018520 fatcat:ruhtu3ugurcvzhxpkwz25rsnl4

Ultra-Concise Multi-genre Summarisation of Web2.0: towards Intelligent Content Generation

Elena Lloret, Ester Boldrini, Patricio Martinez-Barco, Manuel Palomar
2017 Proceedings of the MultiLing 2017 Workshop on Summarization and Summary Evaluation Across Source Types and Genres  
We exploit user-generated content from reviews and microblogs in different domains, and compile and analyse four types of ultra-concise summaries: a) positive information, b) negative information; c) both  ...  The appropriateness and usefulness of our model is demonstrated by its successful results and great potential in real-life applications, thus meaning a relevant advancement of the state-of-the-art approaches  ...  As it was previously said, the ultra-concise summarisation generation approach employed in this research is novel considering the following main aspects.  ... 
doi:10.18653/v1/w17-1006 dblp:conf/acl-multiling/LloretBMP17 fatcat:d3pl4qu2qvg27coticycu4cvyi

Abstractive Summarization with NLP Makes Easier to Memorize

2020 International journal of recent technology and engineering  
In this paper first we discuss various algorithm for abstractive summarization then on the basis of merits of various algorithm discussed in conclusions, we propose a new algorithm for abstractive summarization  ...  Abstractive summarization is a knowledgebase extraction with some modification in original content.  ...  A novel concept-level approach for ultra-concise opinion summarization [13] 2015 Lloret, Elena Boldrini, Ester Vodolazova, Tatiana Martinez-Barco, Patricio Munoz, Rafael Palomar, Manuel [13] novel  ... 
doi:10.35940/ijrte.e6085.018520 fatcat:omeovyelnvbirj2hbuywhglgoi

Micropinion generation

Kavita Ganesan, ChengXiang Zhai, Evelyne Viegas
2012 Proceedings of the 21st international conference on World Wide Web - WWW '12  
This paper presents a new unsupervised approach to generating ultra-concise summaries of opinions.  ...  We formulate the problem of generating such a micropinion summary as an optimization problem, where we seek a set of concise and non-redundant phrases that are readable and represent key opinions in text  ...  ACKNOWLEDGMENTS This material is based upon work supported by a Microsoft Research Grant, by the National Science Foundation under Grant Number CNS 1028381, and by an AFOSR MURI Grant FA9550-08-1-0265.  ... 
doi:10.1145/2187836.2187954 dblp:conf/www/GanesanZV12 fatcat:2o7auv3re5f2vio7r6g53zavku

A QoE and Simulator Sickness Evaluation of a Smart-Exercise-Bike Virtual Reality System via User Feedback and Physiological Signals

Stamos Katsigiannis, Rhys Willis, Naeem Ramzan
2019 IEEE transactions on consumer electronics  
It concisely summarizes the main research and technical efforts in the EC H2020 ARIES Integrating Activity -Accelerator Research and Innovation for European Science and Society [1] during the period 2017  ...  ARIES is a continuation of CARE, TIARA and EuCARD projects [2-3].  ...  European network for novel accelerators works continuously on advanced accelerator concepts.  ... 
doi:10.1109/tce.2018.2879065 fatcat:4f4txfencva7nlcwe4vxe56b3q

Towards automatic tweet generation: A comparative study from the text summarization perspective in the journalism genre

Elena Lloret, Manuel Palomar
2013 Expert systems with applications  
Instead of reporting the headline associated to the news, we could take advantage of Natural Language Processing (NLP) tools, and specifically Text Summarization (TS), for producing an ultra-concised summary  ...  Summarizer: This can be considered as a TS approach rather than a end-user TS system.  ... 
doi:10.1016/j.eswa.2013.06.021 fatcat:pexaididdzbzfpiek5ami2laim

Categorical Ontology of Complex Spacetime Structures: The Emergence of Life and Human Consciousness

I. C. Baianu, R. Brown, J. F. Glazebrook
2007 Axiomathes  
The unifying theme of local-to-global approaches to organismic development, evolution and human consciousness leads to novel patterns of relations that emerge in superand ultra-complex systems in terms  ...  Philosophical theories of the mind are approached from the theory of levels and ultra-complexity viewpoints which throw new light on previous representational hypotheses and proposed semantic models in  ...  mathematical concept framework for a formal approach to categorical ontology.  ... 
doi:10.1007/s10516-007-9011-2 fatcat:m3kuram2fjcwze4mkmfxk2akwu

Defense Advanced Research Projects Agency (Darpa) Fiscal Year 2015 Budget Estimates

Department Of Defense Comptroller's Office
2014 Zenodo  
Included in this category is the National Center for Advancing Translational Sciences (NCATS) efforts to reengineer drug discovery and development in collaboration with industry, academia, the Food and  ...  The budget request details the proposed investments $80 million to develop new sets of tools for imaging and analytics of neural and synaptic brain activities that will improve diagnosis and care of wounded  ...  Further, modeling of the brain will progress to an unprecedented level with this novel approach.  ... 
doi:10.5281/zenodo.1215345 fatcat:fjzhmynqjbaafk67q2ckcblj2m

Comet in context

Laurent Michel, Pascal Van Hentenryck
2003 Proceedings of the Paris C. Kanellakis memorial workshop on Principles of computing & knowledge Paris C. Kanellakis memorial workshop on the occasion of his 50th birthday - PCK50  
This paper contains a brief description of Comet, an object-oriented language supporting a constraint-based architecture for neighborhood search.  ...  There is thus a strong need for software tools which would decrease the distance between the specification and the final program.  ...  But, over the course of the research, novel concepts, as well as novel uses of old ones, have emerged to show remarkable similarities in the way these two paradigms can be supported.  ... 
doi:10.1145/778348.778361 fatcat:t7kzt3awtnc2bb5qh7gnzow2r4

A Network Text Analysis of David Ayer's Fury

2015 Advances in Language and Literary Studies  
Recent research has relied on inductive approaches to identify these themes. In this study we demonstrate a deductive approach that we apply to the screenplay of the 2014 World War II-era film Fury.  ...  Its key insight is that the position of words and concepts in a text network provides vital clues to the central and underlying themes of the text as a whole.  ...  Rather, the approach has been to select texts on a particular topic, generate semantic networks therefrom, identify the words/concepts occupying the most influential network positions or roles, and for  ... 
doi:10.7575/aiac.alls.v.6n.6p.29 fatcat:qdqggulhgfc27g4jndw7oiivgq

Metabolomic and lipidomic approaches to identify biomarkers for bladder cancer and interstitial cystitis (Review)

Muhammad Shahid, Austin Yeon, Jayoung Kim
2020 Molecular Medicine Reports  
This review article provides a short and concise summary of the literature on metabolomic and lipidomic biomarkers for BC and IC, focusing on the possible clinical utility of profiling metabolic alterations  ...  Several sensitive and noninvasive clinically relevant biomarkers for BC and IC have been identified.  ...  Metabolomics studies can be used to analyze the characteristics of the disease state and identify novel approaches for reducing symptoms (41).  ... 
doi:10.3892/mmr.2020.11627 pmid:33174036 pmcid:PMC7646957 fatcat:d43ntvbgqbbrvio2pkaayrubzm

Planning Wireless Cellular Networks of Future: Outlook, Challenges and Opportunities

Azar Taufique, Mona Jaber, Ali Imran, Zaher Dawy, Elias Yacoub
2017 IEEE Access  
This tutorial is followed by a concise recap of past research in CP.  ...  However, the fact that small cells, a major component of future networks, are anticipated to be deployed in an impromptu fashion makes CP for future networks vis-a-vis 5G a conundrum.  ...  Consequently, novel cellular planning approaches are required for networks with M2M services.  ... 
doi:10.1109/access.2017.2680318 fatcat:b5fcryi4obctnp6tpbdvpmbley

Cultural and event tourism: an interpretative key for impact assessment

Loris NADOTTI, Valeria VANNONI
2019 Eastern Journal of European Studies  
The paper proposes a critical analysis of the literature on the subject and an overview of the main approaches developed to measure such phenomena.  ...  The impact assessment has progressively become a key element for the screening of projects/events to be funded and for monitoring the effectiveness of initiatives.  ...  The analysis of the main empirical studies on the topic enables us to state that, summarizing at the most, the assessment for tourism and culture sectors uses two main approaches for measuring the economic  ... 
doaj:8b36d689eff6406ba76cd0c5a0b1bcbd fatcat:dx7syoad3zcyjepzm4hhz7hiuy

A Conceptual Construction of Complexity Levels Theory in Spacetime Categorical Ontology: Non-Abelian Algebraic Topology, Many-Valued Logics and Dynamic Systems

R. Brown, J. F. Glazebrook, I. C. Baianu
2007 Axiomathes  
A novel conceptual framework is introduced for the Complexity Levels Theory in a Categorical Ontology of Space and Time.  ...  Such precise but flexible evolutionary concepts will allow the further development of the unifying theme of local-to-global approaches to highly complex systems in order to represent novel patterns of  ...  theory of levels and ultra-complexity.  ... 
doi:10.1007/s10516-007-9010-3 fatcat:246y6llurzhi5mwyofr373rxvm
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