Data-to-Text Systems


Notes:

  • Textual summarization

References:

See also:

100 Best Automated Insights Videos100 Best Narrative Science VideosLanguage Generation Module | Narrative GenerationRealizers In Natural Language Processing | SimpleNLG Realization Engine


BT-Nurse: Computer generation of natural language shift summaries from complex heterogeneous medical data J Hunter, Y Freer, A Gatt, E Reiter… – Journal of the …, 2011 – jamia.oxfordjournals.org … In terms of technology, the biggest challenges are dealing with incomplete input data and generating good narrative texts. Data entered manually will always have omissions and mistakes and dealing with these robustly is a major challenge for any medical data-to-text system. … Cited by 16 Related articles All 14 versions

Using NLG and sensors to support personal narrative for children with complex communication needs R Black, J Reddington, E Reiter, N Tintarev… – Proceedings of the …, 2010 – dl.acm.org … activities (such as voice messages). A number of data-to-text systems (Reiter 2007) have been developed in recent years, which generate English summaries of sensor and other numerical data. The most popular application … Cited by 26 Related articles All 19 versions

When a graph is poorer than 100 words: A comparison of computerised natural language generation, human generated descriptions and graphical displays in … M Van Der Meulen, RH Logie, Y Freer… – Applied Cognitive …, 2010 – Wiley Online Library … Pediatrics, 98, 540. McKinlay, A., McVittie, C., Reiter, E., Freer, Y., Sykes, C., & Logie, R. (2008). Design Issues for Socially Intelligent User-Interfaces: A Data-to-Text System for Summarizing Clinical Data. Submitted for publication. Mevarech, ZR, & Kramarsky, B. (1997). … Cited by 33 Related articles All 13 versions

Generating natural language summaries for crosscutting source code concerns S Rastkar, GC Murphy… – … (ICSM), 2011 27th IEEE …, 2011 – ieeexplore.ieee.org Page 1. Generating Natural Language Summaries for Crosscutting Source Code Concerns Sarah Rastkar, Gail C. Murphy and Alexander WJ Bradley Department of Computer Science University of British Columbia {rastkar, murphy, awjb}@cs.ubc.ca … Cited by 38 Related articles All 5 versions

Assessing the trade-off between system building cost and output quality in data-to-text generation A Belz, E Kow – Empirical methods in natural language generation, 2010 – Springer … system building. We compare six data-to-text systems which were created by predominantly automatic techniques against six systems for the same domain which were created by predominantly manual tech- niques. We evaluate … Cited by 3 Related articles All 11 versions

Generating automated news to explain the meaning of sensor data M Molina, A Stent, E Parodi – Advances in Intelligent Data Analysis X, 2011 – Springer … Keywords: Interactive data analysis, intelligent multimedia presentation system, virtual newspaper, data-to-text system. 1 Introduction Collections of large quantitative datasets from distributed sensors are now becoming widely available online. … Cited by 8 Related articles All 11 versions

Generating approximate geographic descriptions R Turner, S Sripada, E Reiter – Empirical methods in natural language …, 2010 – Springer … to end users than those generated by human experts. Keywords: data-to-text systems, georeferenced data, geographic descriptions. 1 Introduction Disciplines such as environmental studies, geography, geology, planning and … Cited by 26 Related articles All 23 versions

A framework for automatic text generation of trends in physiological time series data H Banaee, MU Ahmed, A Loutfi – Systems, Man, and …, 2013 – ieeexplore.ieee.org … [14] E. Reiter, R. Dale, Building natural language generation systems, Cambridge University Press, Cambridge, UK, 2000. [15] E. Reiter, An architecture for data-to-text systems, Proceedings of European workshop on natural language generation, pp. 97-104, 2007. … Cited by 7 Related articles All 8 versions

Portuguese text generation using factored language models EM de Novais, I Paraboni – Journal of the Brazilian Computer Society, 2013 – Springer Page 1. J Braz Comput Soc (2013) 19:135–146 DOI 10.1007/s13173-012-0095- 1 ORIGINAL PAPER Portuguese text generation using factored language models Eder Miranda de Novais · Ivandré Paraboni Received: 7 May … Cited by 9 Related articles All 4 versions

Evaluating a tool for improving accessibility to charts and graphs L Ferres, G Lindgaard, L Sumegi, B Tsuji – ACM Transactions on …, 2013 – dl.acm.org Page 1. i i i i 28 Evaluating a Tool for Improving Accessibility to Charts and Graphs LEO FERRES, Universidad de Concepción, Chile GITTE LINDGAARD, Swinburne University of Technology, Australia and Carleton University … Cited by 32 Related articles All 3 versions

Quality of human-computer interaction-results of a national usability survey of hospital-IT in Germany BB Bundschuh, RW Majeed, T Bürkle… – … and decision making, 2011 – biomedcentral.com Due to the increasing functionality of medical information systems, it is hard to imagine day to day work in hospitals without IT support. Therefore, the design of dialogues between humans and information systems is one of the most important issues to be addressed in health care … Cited by 10 Related articles All 17 versions

A new tool to support interactive narrative experience for children with communication disorders R Black, R Turner, E Reiter… – 14th Biennial …, 2010 – … .computing.dundee.ac.uk … use for interactive narrative. Data-to-text systems, a field of natural language generation, are computer programs that can produce texts in English or other languages from non-linguistic input data (Reiter, 2007). A pilot study … Cited by 3 Related articles All 2 versions

FootbOWL: Using a generic ontology of football competition for planning match summaries N Bouayad-Agha, G Casamayor, L Wanner… – The Semantic Web: …, 2011 – Springer Page 1. FootbOWL: Using a Generic Ontology of Football Competition for Planning Match Summaries Nadjet Bouayad-Agha1, Gerard Casamayor1, Leo Wanner1,2, Fernando D?ez3, and Sergio López Hernández3 1 DTIC, University … Cited by 10 Related articles All 7 versions

Automatic generation of natural language nursing shift summaries in neonatal intensive care: BT-Nurse J Hunter, Y Freer, A Gatt, E Reiter, S Sripada… – Artificial intelligence in …, 2012 – Elsevier … nurse shift handover. 2.2. Data-to-text. BT-Nurse is an example of a data-to-text system – a computer program which automatically generates summaries of data sets in English or another natural language [14] and [15]. Data-to … Cited by 24 Related articles All 13 versions

Closing the gap between NLP research and clinical practice WW Chapman – Methods of information in medicine, 2010 – methods.schattauer.de … McKinlay and colleagues [12] explored the interface of humans and the output of a natural language generation system in De- sign Issues for Socially Intelligent User Inter- faces: A Discourse Analysis of a Data-to-text System for Summarizing Clinical Data. … Cited by 5 Related articles All 8 versions

Sensors talk and humans sense towards a reciprocal collective awareness smart city framework A Vakali, L Angelis, M Giatsoglou – … Workshops (ICC), 2013 …, 2013 – ieeexplore.ieee.org … A number of data-to-text systems have been developing for more than a decade now and there are already several applications of data-to-text systems and the research is ongoing and challenging as the available data become more and more complex (http://www.nlg-wiki.org … Cited by 5 Related articles All 4 versions

Improved text generation using n-gram statistics EM De Novais, TD Tadeu, I Paraboni – Advances in Artificial Intelligence– …, 2010 – Springer … Acknowledgments. The authors acknowledge support by FAPESP and CNPq. References 1. Reiter, E.: An Architecture for Data-to-Text Systems. In: European Natural Lan- guage Generation Workshop (ENLG-2007), pp. 97 … Cited by 4 Related articles All 8 versions

A mobile phone based personal narrative system R Black, A Waller, N Tintarev, E Reiter… – The proceedings of the …, 2011 – dl.acm.org Page 1. A Mobile Phone Based Personal Narrative System Rolf Black, Annalu Waller University of Dundee School of Computing Dundee DD1 4HB, Scotland +44 1382 386530 {rolfblack, awaller} @computing.dundee.ac.uk … Cited by 5 Related articles All 6 versions

What is in a text and what does it do: qualitative evaluations of an NLG system–the BT-Nurse–using content analysis and discourse analysis R Sambaraju, E Reiter, R Logie, A McKinlay… – Proceedings of the 13th …, 2011 – dl.acm.org … arguably require infor- mation of this sort. In that sense, this evaluation has pointed to features of data-to-text systems that are indicative of the sorts of requirements users of these systems have. Thus, by providing more in- formation … Cited by 4 Related articles All 13 versions

Design Issues for Socially Intelligent User Interfaces A McKinlay, C McVittie, E Reiter, Y Freer… – Methods Inf …, 2010 – methods.schattauer.de Page 1. Original Articles Design Issues for Socially Intelligent User Interfaces A Discourse Analysis of a Data-to-text System for Summarizing Clinical Data A. McKinlay1; C. McVittie2; E. Reiter3; Y. Freer4,5; C. Sykes5; R. Logie1 … Cited by 7 Related articles All 6 versions

A knowledge-based method for generating summaries of spatial movement in geographic areas M Molina, A Stent – International Journal on Artificial Intelligence …, 2010 – World Scientific … We also present evaluation results that show the ability of our method to generate certain types of geospatial and temporal descriptions. Keywords: Spatial abstraction; temporal abstraction; data-to-text system; natural language generation. 1. Introduction … Cited by 6 Related articles All 5 versions

Generating text descriptions for geographically distributed sensors M Molina, J Sanchez-Soriano – 2011 – oa.upm.es … to more understandable representations. For example, a type of computer system called data-to-text system [Reiter, et al., 2005; Hunter, et al., 2008] translates quantitative data into text in natural language. This system can be … Cited by 4 Related articles All 2 versions

Generating multimedia presentations that summarize the behavior of dynamic systems using a model-based approach M Molina, V Flores – Expert Systems with Applications, 2012 – Elsevier … Data-to-text system. 1. Introduction. The management of dynamic systems by means of sensor networks is a type of task that usually involves teams of operators and decision makers. In general, the human teams are interested … Cited by 5 Related articles All 8 versions

Highly-inflected language generation using factored language models EM de Novais, I Paraboni, DT Ferreira – Computational Linguistics and …, 2011 – Springer … References 1. Gatt, A., Reiter, E.: SimpleNLG: A realization engine for practical applications. In: European Natural Language Generation Workshop, ENLG 2009 (2009) 2. Reiter, E.: An Architecture for Data-to-Text Systems. In … Cited by 4 Related articles All 5 versions

Visualization of medical data based on EHR standards G Kopanitsa, C Hildebrand, J Stausberg… – Methods Inf …, 2013 – methods.schattauer.de Page 1. © Schattauer 2013 Methods Inf Med 1/2013 43 Original Articles Visualization of Medical Data Based on EHR Standards G. Kopanitsa1,3; C. Hildebrand1; J. Stausberg2; KH Englmeier1 1Institute for Biological and Medical … Cited by 5 Related articles All 4 versions

On the role of linguistic descriptions of data in the building of natural language generation systems A Ramos-Soto, A Bugarín, S Barro – Fuzzy Sets and Systems, 2015 – Elsevier … solutions. 2.2.1. Meteorology. One of the domains in which NLG systems have been deployed is the meteorology domain, where several data-to-text systems have been developed and deployed to issue weather forecast reports. … Cited by 3

Simulating Data Journalism to Communicate Hydrological Information from Sensor Networks M Molina – Advances in Artificial Intelligence–IBERAMIA 2012, 2012 – Springer … It is thus difficult to know the degree of success of this project. Page 9. 730 M. Molina The text generation in VSAIH is similar to the goal of data-to-text systems, which generate natural language text from non-linguistic data [9, 18]. … Cited by 3 Related articles All 6 versions

Blogging birds: Generating narratives about reintroduced species to promote public engagement A Siddharthan, M Green, K Van Deemter… – Proceedings of the …, 2012 – dl.acm.org … We consider both aspects, deemed essential for a suc- cessful species reintroduction, and focus on how the blogs can be made more informative than those cur- rently being written by the charity. 2 Related work Data-to-text systems (eg, Goldberg et al. (1994); Theune et al. … Cited by 3 Related articles All 15 versions

Hands Busy, Eyes Busy: Generating Stories from Sensor Data for Automotive applications J Reddington, E Reiter, N Tintarev… – Proceedings of IUI …, 2011 – homepages.abdn.ac.uk … A number of data-to-text systems have also been developed in the medical commu- nity, such as BabyTalk [15], which generates summaries of clinical data from a neonatal intensive care unit, and the commercial Narrative Engine [14] which summarises data acquired during a … Cited by 2 Related articles All 8 versions

Linguistic description about circular structures of the Mars’ surface D Sanchez-Valdes, A Alvarez-Alvarez, G Trivino – Applied Soft Computing, 2013 – Elsevier Satellites situated in the orbit of Mars have provided and continue providing thousand of images of the planet surface. Nevertheless the number of expert geolog. Cited by 11 Related articles All 5 versions

An ontology-based approach to natural language generation from coded data in electronic health records M Argüello, J Des, MJ Fernandez-Prieto… – … and Simulation (EMS …, 2011 – ieeexplore.ieee.org … Reiter [19] proposed an architecture for data-to-text systems, which makes possible to generate texts from sensor data and event logs, and thus, facilitates the generation of summaries of medical data about babies in a neonatal intensive care unit. More recently, Hunter et al. … Cited by 2 Related articles All 7 versions

Comparing Modes of Information Presentation: Text versus ECA and Single versus Two ECAs. S Stoyanchev, P Piwek, H Prendinger – IVA, 2011 – Springer … Piwek, P., Stoyanchev, S.: Data-Oriented Monologue-to-Dialogue Generation. In: Proc. of ACL/HLT, Portland, USA (2011) 11. Reiter, E.: An Architecture for Data to Text Systems. In: Procs. of ENLG-2007, Schloss Dagstuhl, Germany, pp. 97–104 (2007) 12. … Cited by 2 Related articles All 8 versions

Providing access to the high-level content of line graphs from online popular media PS Moraes, S Carberry, K McCoy – Proceedings of the 10th International …, 2013 – dl.acm.org Page 1. Providing Access to the High-level Content of Line Graphs from Online Popular Media Priscilla S. Moraes, Sandra Carberry, and Kathleen McCoy Department of Computer and Information Sciences University of Delaware … Cited by 3 Related articles

Natural Language Generation for Nature Conservation: Automating Feedback to Help Volunteers Identify Bumblebee Species. S Blake, A Siddharthan, H Nguyen, N Sharma… – …, 2012 – homepages.abdn.ac.uk … 2 Related work Much of the recent focus within NLG applications research has been on data-to-text systems, which typically generate summaries of technical data for professionals such as engineers or nurses (Goldberg et al., 1994; Theune et al., 2001; Portet et al., 2009). … Cited by 4 Related articles All 12 versions

Generating Justifications of Machine Learning Predictions O Biran, K McKeown – 1st International Workshop on Data-to-text …, 2015 – cs.columbia.edu … Knowl. Discov., 24(3):555–583, May. Ehud Reiter. 2007. An architecture for data-to-text systems. In Proceedings of the Eleventh European Workshop on Natural Language Generation, ENLG ’07, pages 97–104, Stroudsburg, PA, USA. Associa- tion for Computational Linguistics. … Cited by 1

Using NLG and sensors to support personal narrative for children with complex communication needs J Reddington, E Reiter, E Tintarev, R Black… – Poster presented …, 2010 – horizon.ac.uk … 2. Automatic Narrative Generation A number of data-to-text systems [2] have been developed in recent years; these generate English summaries of sensor and other numerical data including weather forecasting [3] and medical summaries [4]. Most previous research in data-to … Cited by 1 Related articles

Requirements and architecture design principles for a smart city experiment with sensor and social networks integration C Samaras, A Vakali, M Giatsoglou… – Proceedings of the 17th …, 2013 – dl.acm.org … A number of data-to-text systems have been developing for more than a decade now and there are already several applications of data-to-text systems and the research is ongoing and challenging as the available data become more and more complex (http://www.nlg-wiki.org … Cited by 4 Related articles All 3 versions

Supporting personal narrative for children with complex communication needs R Black, A Waller, R Turner, E Reiter – ACM Transactions on Computer- …, 2012 – dl.acm.org … 2.4 Natural Language Generation and Data-to-Text Data-to-text systems are computer software systems that automatically generate texts in English and other human languages using numerical and other input data [Reiter 2007]. … Cited by 10 Related articles All 2 versions

Data driven automatic feedback generation in the iList intelligent tutoring system D Fossati, B Di Eugenio, S Ohlsson, C Brown… – … , Cognition and Learning, 2015 – tutorit.org Page 1. © 2015 Old City Publishing, Inc. Published by license under the OCP Science imprint, a member of the Old City Publishing Group Tech., Inst., Cognition and Learning, Vol. 10, pp. 5–26 Reprints available directly from the publisher Photocopying permitted by license only … Cited by 2

Automatic Utterance Generation for Personal Narrative–System Development and Feasibility Experiences R Black, A Waller, E Reiter… – …, 2012 – … .computing.dundee.ac.uk … The phone, which is switch accessible, can be used for storytelling support using the voice recordings and photos taken. A natural language generation data-to-text system (Reiter 2007) generates draft stories from the collected data. … Cited by 1 Related articles All 2 versions

Combining Referring Expression Generation and Surface Realization: A Corpus-Based Investigation of Architectures. S Zarrieß, J Kuhn – ACL (1), 2013 – aclweb.org … (1) a. *John homed him with an order. b. John ordered him home. In recent data-driven generation research, the focus has somewhat shifted from full data-to-text systems to approaches that isolate well-defined subproblems from the NLG pipeline. … Cited by 2 Related articles All 6 versions

SINotas: the Evaluation of a NLG Application RPA De Araujo, RL De Oliveira, EM De Novais… – 2010 – lrec.elra.info … 324-329. Papineni, S., T. Roukos, W. Ward, and W. Zhu (2002) Bleu: a method for automatic evaluation of machine translation. Proceedings of ACL-02, pp. 311–318. Reiter, E. (2007) An Architecture for Data-to-Text Systems. Proceedings of ENLG-2007, pp. 97-104. … Cited by 2 Related articles All 9 versions

A pattern-based model for generating text to express emotion F Keshtkar, D Inkpen – Affective Computing and Intelligent Interaction, 2011 – Springer … Tech. rep., Technical Report, Information Science Institute, Marina Del ray, CA 90292 (1989) 9. Reiter, E.: An architecture for data-to-text systems. In: Proceedings of ENLG 2007, pp. 97–104 (2007) 10. Reiter, E., Dale, R.: Building Natural Language Generation Systems. … Cited by 1 Related articles All 9 versions

Combining Text and Graphics for Interactive Exploration of Behavior Datasets M Molina, E Parod, A Stent – Tools with Artificial Intelligence ( …, 2010 – ieeexplore.ieee.org … Our method for data summarization has some similar general components to other data-to-text systems (for weather forecasting [13], engineering [17], or medicine [6]. However, our method uses a different abstraction approach, directed by the planning process, and our … Cited by 1 Related articles All 10 versions

A repository of data and evaluation resources for natural language generation A Belz, A Gatt – TRIAL, 2012 – lrec-conf.org … Cambridge University Press, Cam- bridge, UK. E. Reiter. 2007. An architecture for data-to-text systems. In Proceedings of the 11th European Workshop on Natu- ral Language Generation (ENLG’07), Schloss Dagstuhl, Germany. S. Sripada, E. Reiter, J. Hunter, and J. Yu. 2002. … Cited by 1 Related articles All 3 versions

Latent User Models for Online River Information Tailoring X Han, S Sripada, KCJA Macleod, AAR Ioris – INLG 2014, 2014 – aclweb.org … Lessons from a failure: Generating tailored smoking cessation letters. Artificial Intelligence, 144 (1-2), pages 41-58. Ehud Reiter. 2007. An Architecture for Data-to-Text Systems. Proceedings of ENLG-2007, pages 97- 104. S. Sripada, Ehud Reiter, Jim Hunter, and Jin Yu. 2002. … Cited by 1 Related articles All 8 versions

Three main components of experience base in linguistic description of data C Martinez-Cruz, D Sanchez… – Fuzzy Systems (FUZZ), …, 2013 – ieeexplore.ieee.org … REFERENCES [1] E. Reiter, “An architecture for data-to-text systems,” in Proc. of the Eleventh European Workshop on Natural Language Generation, ser. ENLG ’07. Stroudsburg, PA, USA: Association for Computational Linguistics, 2007, pp. 97–104. … Cited by 1 Related articles

Towards a hybrid NLG system for Data2Text in Portuguese JC Pereira, A Teixeira, JS Pinto – Information Systems and …, 2015 – ieeexplore.ieee.org … Systems, 1st. Edition. Cambridge University Press, 2000. [3] E. Reiter, “An Architecture for Data-to-Text systems,” in ENLG 2007 – Eleventh European Workshop on Natural Language Generation, 2007, pp. 97–104. [4] J. Hunter … Cited by 1

Natural Language Generation in the context of Multimodal Interaction in Portuguese JC Pereira, AJS Teixeira, JS Pinto – Electrónica e Telecomunicações, 2012 – revistas.ua.pt … [30] E. Reiter, “An architecture for data-to-text systems,” in Proceedings of the Eleventh European Workshop on Natural Language Generation, Germany, 2007, pp. 97-104. [31] Moses. “Moses – statistical machine translation system,” 2011/June/27; http://www.statmt.org/moses/. … Cited by 2 Related articles

If it may have happened before, it happened, but not necessarily before A Gatt, F Portet – Proceedings of the 13th European Workshop on …, 2011 – dl.acm.org … We are primarily interested in how the resources that a language makes available to express epistemic modality can be harnessed to express temporal un- certainty in data-to-text systems, thus avoiding mis- leading the reader. … Cited by 2 Related articles All 12 versions

Using Conceptual Spaces to Model Domain Knowledge in Data-to-Text Systems H Banaee, A Loutfi – INLG 2014, 2014 – aclweb.org Abstract This position paper introduces the utility of the conceptual spaces theory to conceptualise the acquired knowledge in data-totext systems. A use case of the proposed method is presented for text generation systems dealing with sensor data. Modelling … Cited by 1 Related articles All 11 versions

An Ensemble method for Content Selection for Data-to-text Systems D Gkatzia, H Hastie – arXiv preprint arXiv:1506.02922, 2015 – arxiv.org Abstract: We present a novel approach for automatic report generation from time-series data, in the context of student feedback generation. Our proposed methodology treats content selection as a multi-label classification (MLC) problem, which takes as input time-series …

Causal networks as the backbone for temporal data-to-text PL Vaudry, G Lapalme – rali.iro.umontreal.ca … et al., 2012; Gervás, 2014). Several nar- rative data-to-text systems already identify and make use of some causal relations (Hallett, 2008; Hunter et al., 2012; Bouayad-Agha et al., 2012; Wanner et al., 2010). Is it possible go … Cited by 1 Related articles

Challenges of Military Applications for Data-to-Text Generation H Hastie – researchgate.net … It is, therefore, very impor- tant to make data-to-text systems as transparent as possible, leaving an evidence trail as to how text is generated or by providing back-up information in the form of multimodal interaction. 5 Case Study: Data-to-text Generation for AUVs …

How was School today…?–Using a mobile phone to support data collection for automatic narrative generation R Black, A Waller, E Reiter, N Tintarev – … .computing.dundee.ac.uk … We deployed sensors to track the children’s location, activities, and interactions; created a natural language generation data-to-text system (E Reiter, 2007) which generated a draft story from this data; and built tools which allowed the children to edit and interactively narrate the … Related articles

What I Talk About When I Talk About Data H Banaee, A Loutfi – researchgate.net Page 1. What I Talk About When I Talk About Data Descriptive Modelling of Data in Data-to-text Systems Hadi Banaee and Amy Loutfi Centre for Applied Autonomous Sensor Systems ¨Orebro University, ¨Orebro, Sweden 1hadi.banaee, amy.loutfil@oru.se 1 Introduction …

Keyword-Based Search over Environmental Datasets JRR Viqueira, A Bugarín, J Triñanes, J Martínez-Urtaza – keystone-cost.eu … Page 2. A number of Machine learning approaches can be applied in this context, ranging from conventional classification techniques to more advanced and linguistically inter- pretable approaches, some of them used in the “content determination” stage of Data to Text systems. …

Integrating natural language generation and model-based reasoning for explanation generation D Matheson, GM Coghill… – … Intelligence (UKCI), 2012 …, 2012 – ieeexplore.ieee.org … numerical weather prediction data. One of the aims of this work is to expand the data-to- text summarisation approach to allow data-to-text systems to perform explanation tasks as well as summarisation tasks. Data-to-text systems … Cited by 1 Related articles All 2 versions

Using a natural language generation approach to document simulation results J Curry, W Zhu, B Craig, L Turpin Jr, M Bokhari… – Proceedings of the …, 2013 – dl.acm.org … tives. This paper is organized as follows. Section 2 provides a brief discussion of NLG technology and a discussion of data to text systems. Section 3 discusses the unique aspects of reporting simulation study re- sults. Section … Related articles All 2 versions

Summarising Unreliable Data S Inglis – ENLG 2015, 2015 – aclweb.org … This paper discusses data quality issues with a potential framework in mind to deal with them. Such a frame- work should be applied within data-to-text systems at the generation of text rather than being an afterthought. This …

Using Open Geographic Data to Generate Natural Language Descriptions for Hydrological Sensor Networks M Molina, J Sanchez-Soriano, O Corcho – Sensors, 2015 – mdpi.com … To facilitate access to sensor data to large communities of users, a possible solution is using data-to-text systems [7,8,9]. The basic idea is to use computational methods that get data from sensor networks and automatically generate textual descriptions in natural language that …

Generating Verbal Descriptions From Medical Sensor Data: A Corpus Study On User Preferences A McGowan – macs.hw.ac.uk … 1. To identify the preferences of different user groups when summarising sensor data 2. To cluster the users according to their preferences 3. To design and evaluate a data-to-text system, that finds a balance between the preferences of different groups. Page 5. …

Natural language-based automatic qualitative description of clusters K Gibert – … Research and Development: Proceedings of the …, 2013 – books.google.com … An adaptation of a generic architecture for data-to-text systems consisting of four stages is proposed. It includes the detection of the most relevant patterns of the data and the de?nition of a grammar that generates the natural language description of the considered clusters. … Related articles

Web as Corpus Supporting Natural Language Generation for Online River Information Communication X Han, AAR Ioris, C Lin – … of the 24th International Conference on World …, 2015 – dl.acm.org … LNCS, 7014, 282-293. Springer, Heidelberg. [7] Reiter, E. and Dale, R. 2000. Building natural language generation systems. Cambridge University Press, Cambridge, UK. [8] Reiter, E. 2007. An Architecture for Data-to-Text Systems. Proceedings of ENLG-2007, 97-104. 364 Related articles All 3 versions

Natural Language-Based Automatic Qualitative Description of Clusters. G Sánchez-Hernández, N Agell, JC Aguado – CCIA, 2013 – ebooks.iospress.nl … An adaptation of a generic architecture for data-to-text systems consisting of four stages is proposed. It includes the detection of the most relevant patterns of the data and the definition of a grammar that generates the natural language description of the considered clusters. … All 4 versions

Text-to-text surface realisation using dependency-tree replacement EM De Novais, TD Tadeu, I Paraboni – Advances in Artificial Intelligence– …, 2010 – Springer … In: Nordström, B., Ranta, A. (eds.) GoTAL 2008. LNCS (LNAI), vol. 5221, pp. 383–392. Springer, Heidelberg (2008) 7. Reiter, E.: An Architecture for Data-to-Text Systems. In: European Natural Lan- guage Generation Workshop (ENLG 2007), pp. … Related articles All 8 versions

INLG 2014 M Mitchell, K McCoy, D McDonald, A Cahill – 2014 – anthology.aclweb.org … Li, Yves Lussier and Yves Lussier….. 6 Using Conceptual Spaces to Model Domain Knowledge in Data-to-Text Systems Hadi Banaee and Amy Loutfi….. 11 Text simplification using synchronous … All 7 versions

Textual Summarization of Events Leading to Health Alerts A Jain, JM Keller – eldertech.missouri.edu … queried by the user. Their data-to-text system has been evaluated in [2] by comparing the automatically generated textual summaries with raw data (consisting of test results, documents, etc.). In order to assess the usefulness of …

Verbalizing time series data from a macroscopic viewpoint I Kobayashi – … Society (NAFIPS), 2012 Annual Meeting of the …, 2012 – ieeexplore.ieee.org … Proceedings of InLG-04 Poster Session, pp.47-50, 2004. [17] Reiter, ehud, An architecture for Data-To-Text systems. In: Busemann, Stephan (ed.), Proceedings of the 11th european Workshop on natural Language Generation, pp.97-104, 2007. … Related articles All 3 versions

Generating Verbal Descriptions from Medical Sensor Data: A Corpus Study on User Preferences D Gkatzia, A McGowan, V Rieser, A Mort… – BCS Health …, 2014 – macs.hw.ac.uk … Our work extends this previous work, in that we suggest a system that adapts its summaries to user groups with different backgrounds simultaneously, by employing Multi-adaptive Natural Language Generation techniques [4]. Previous data-to- text systems adapt their output to … Cited by 1 Related articles All 2 versions

Modeling Sensor Knowledge of a National Hydrologic Information System M Molina, J Sanchez-Soriano – 2010 – oa.upm.es … Our system generates presentations using different mod- es such as text in natural language (as it is done by other data-to-text systems [8][11][4]) and, also, dynamic illustrations (for example, animations, interactive geographic maps and 2D graphics). … Cited by 1 Related articles All 4 versions

Generating récit from sensor data: evaluation of a task model for story planning and preliminary experiments with GPS data BAB Miranda, S Caffiau, C Garbay, F Portet – ENLG 2015, 2015 – anthology.aclweb.org … Since, ski touring corpus texts are mainly structured by the route, we report an initial basic data-to-text system that generates texts from GPS data in Section 3. 2 Evaluation of récit plan To represent the story plan and cope with the pre- cise case of human activity, we propose to …

[BOOK] Land Surface Observation, Modeling and Data Assimilation S Liang, X Li, X Xie – 2013 – World Scientific Page 1. Land Surface Observation, Modeling and Data Assimilation Page 2. August 14, 2013 9:40 9in x 6in Land Surface Observation, Modeling and Data Assimilation b1563-fm This page intentionally left blank Page 3. NEW … Cited by 1 All 2 versions

A Model Based on Computational Perceptions for the Generation of Linguistic Descriptions of Data A Ramos-Soto, M Pereira-Farina, A Bugar?n, S Barro – researchgate.net Page 1. A Model Based on Computational Perceptions for the Generation of Linguistic Descriptions of Data A. Ramos-Soto, M. Pereira-Fari˜na, A. Bugar?n, S. Barro Research Center on Information Technologies (CiTIUS) University … Related articles

BT-Nurse: Computer Generation of Natural Language Shift Summaries from Complex Heterogeneous Medical Data J Hunter – staff.um.edu.mt … In terms of technology, the biggest challenges are dealing with incomplete input data and generating good narrative texts. Data entered manually will always have omissions and mistakes and dealing with these robustly is a major challenge for any medical data-to-text system. … Related articles

Narrative Generation from Extracted Associations PL Vaudry, G Lapalme – ENLG 2015, 2015 – aclweb.org Page 148. Proceedings of the 15th European Workshop on Natural Language Generation (ENLG), pages 136–145, Brighton, September 2015. c 2015 Association for Computational Linguistics Narrative Generation from Extracted …

Creating Textual Driver Feedback from Telemetric Data DBERA Siddharthan – ENLG 2015, 2015 – anthology.aclweb.org … Artificial Intelligence, 144 (1): 41–58. Ehud Reiter. 2007. An architecture for data-to-text systems. In Proceedings of the Eleventh European Workshop on Natural Language Generation, pages 97–104. Association for Computational Linguistics. Stuart Rose. 2013. …

Multilingual generation of uncertain temporal expressions from data: A study of a possibilistic formalism and its consistency with human subjective evaluations A Gatt, F Portet – Fuzzy Sets and Systems, 2015 – Elsevier … appropriate clinical decisions. In BabyTalk and other data-to-text systems, robustness and effectiveness partly depend on the extent to which they incorporate a principled approach to temporal representation and uncertainty. To be …

Development, implementation and evaluation of an information model for archetype based user responsive medical data visualization G Kopanitsa, H Veseli, V Yampolsky – Journal of biomedical informatics, 2015 – Elsevier When medical data have been successfully recorded or exchanged between systems there appear a need to present the data consistently to ensure that it is clearly. Cited by 1 Related articles All 4 versions

Designing an Algorithm for Generating Named Spatial References R de Oliveira, Y Sripada, E Reiter – ENLG 2015, 2015 – anthology.aclweb.org … We expect such an algorithm to be used in data-to-text systems–ie systems that write text from information stored in data bases–so a data- and-text parallel corpus is more suitable to inform us what our SREG algorithm must consider. …

The generation of qualitative descriptions of multivariate time series using fuzzy logic J Moreno-Garcia, L Rodriguez-Benitez, J Giralt… – Applied Soft …, 2014 – Elsevier … Portet et al. [44] present a background of NLG that shows the most important works on visualisation and data-to-text (NLG) systems. Data-to-text systems summarise numeric data using text that makes the data more accessible to human users than do time-series plots [49]. … Cited by 2 Related articles All 3 versions

Evaluation Study for an ISO 13606 Archetype Based Medical Data Visualization Method G Kopanitsa – Journal of medical systems, 2015 – Springer

Towards Textual Reporting in Learning Analytics Dashboards A Ramos-Soto, M Lama, B Vázquez-Barreiros… – researchgate.net … Generation Systems. Cambridge University Press, 2000. [9] E. Reiter, “An architecture for data-to-text systems,” in Proceedings of the 11th European Workshop on Natural Language Generation, S. Busemann, Ed., pp. 97–104. [10 … Related articles

Extracting Surface Realisation Templates from Corpora. TD Tadeu, EM de Novais, I Paraboni – LREC, 2010 – hnk.ffzg.hr … Proceedings of ACL-02, pp. 311–318. Reiter, E. (2007) An Architecture for Data-to-Text Systems. Proceedings of ENLG-2007, pp. 97-104. van Deemter, K., Emiel Krahmer and Mariët Theune (2005) Real versus template-based NLG: a false op-position? … Related articles All 10 versions

Data-Driven Rule Mining and Representation of Temporal Patterns in Physiological Sensor Data H Banaee, A Loutfi – 2015 – ieeexplore.ieee.org Page 1. 2168-2194 (c) 2015 IEEE. Personal use is permitted, but republication/ redistribution requires IEEE permission. See http://www.ieee.org/ publications_standards/publications/rights/index.html for more information. This …

On generating linguistic descriptions of time series N Marín, D Sánchez – Fuzzy Sets and Systems, 2015 – Elsevier … A natural language based solution for obtaining information from time series data has been provided in the last fifteen years by the so-called Data-to-text systems [2]. They successfully play the role of extracting useful knowledge automatically from the data on the basis of the … Cited by 1 Related articles

Natural language generation in the context of the semantic web N Bouayad-Agha, G Casamayor… – Submitted to the …, 2013 – semantic-web-journal.net … Although some NLG applications require the use of existing domain knowledge bases and datasets devel- oped outside the scope of the NLG application – eg, data-to-text systems (eg, [111]) or systems that use existing medical ontologies (eg [28]) – many NLG systems still … Cited by 11 Related articles All 5 versions

Summarizing information graphics textually S Demir, S Carberry, KF McCoy – Computational Linguistics, 2012 – MIT Press … The overall goal of these systems, generally referred to as data-to-text systems, is to enable efficient processing of large volumes of numeric data by supporting traditional visualisation modalities and to reduce the effort spent by human experts on analyzing the data. … Cited by 5 Related articles All 11 versions

Pain and anxiety treatment based on social robot interaction with children to improve patient experience. ongoing research CACGB Carlos, LJPPJ Albo, CM D?az – JARCA 2012, 2012 – upcommons.upc.edu Page 32. Pain and Anxiety Treatment based on Social Robot Interaction with Children to improve Patient Experience. Ongoing Research? Cecilio Angulo1 Carles Garriga-Berga2 Carlos Luaces3 Jaume Pérez-Payarols3 Jordi … Cited by 3 Related articles

Report Generation L Wanner – HANDBOOK OF – nozdr.ru Page 559. 22 Report Generation Leo Wanner Institució Catalana de Recerca i Estudis Avançats and Universitat Pompeu Fabra 22.1 Introduction….. 533 22.2 What Makes Report Generation a Distinct Task?…. … Related articles All 2 versions

[BOOK] The handbook of computational linguistics and natural language processing A Clark, C Fox, S Lappin – 2013 – books.google.com Page 1. The Handbook of Computational Linguistics and Natural Language Processing Edited by Alexander Clark, Chris Fox and Shalom Lappin @WlLEY-BLACKWELL I Page 2. Contents List of Figures List of Tables Notes … Cited by 62 Related articles All 4 versions