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A Survey of Machine Learning for Big Code and Naturalness

Miltiadis Allamanis, Earl T. Barr, Premkumar Devanbu, Charles Sutton
2018 ACM Computing Surveys  
We present a taxonomy based on the underlying design principles of each model and use it to navigate the literature.  ...  Then, we review how researchers have adapted these models to application areas and discuss crosscutting and application-specific challenges and opportunities.  ...  A simple example of structured prediction is to predict a part-of-speech tag for each word in a sentence.  ... 
doi:10.1145/3212695 fatcat:iuuocyctg5adjmobhc2zw23rfu

The Logoscope: a Semi-Automatic Tool for Detecting and Documenting French New Words [article]

Ingrid Falk and Delphine Bernhard and Christophe Gérard
2018 arXiv   pre-print
In this article we present the design and implementation of the Logoscope, the first tool especially developed to detect new words of the French language, to document them and allow a public access through  ...  In contrast to other existing tools essentially dedicated to dictionary development, the Logoscope attempts to give a more complete account of the context in which the new words occur.  ...  Table 6 . 6 Top 5 predictions when applying the model.  ... 
arXiv:1810.10797v1 fatcat:4w3mjpzwbnfatfgsi7xgqleb6y

Scientific publications in XML - towards a global knowledge base

Peter Murray-Rust, Henry S. Rzepa
2002 Data Science Journal  
The technology exists for the scientific world to use primary publication to create a knowledge base, or Semantic Web, with a potential greatly beyond the paper archives and electronic databases of today  ...  Recent developments on the World-Wide Web provide an unparalleled opportunity to revolutionise scientific, technical and medical publication.  ...  By collecting those publications of interest, any reader can create their own personal base, in effect what has become known as a peer-to-peer model.  ... 
doi:10.2481/dsj.1.84 fatcat:3qayffffsff5vnvvhu4k255eea

A Scientometric Study on Biodiesel Development in Indonesia

Mesnan Silalahi, Agus Santoso, Dudi Hidayat
2019 STI Policy and Management Journal  
The impact is the making of national research policies based on evidence.</p>  ...  Content analysis is done with topic modeling method using abstract of papers indexed in Scopus.  ...  that there is no conflict of interest.  ... 
doi:10.14203/stipm.2019.148 fatcat:gi42yyq6lbhn3otz2ppuqymrv4

A Simulation of the Structure of the World-Wide Web

Moses Boudourides, Gerasimos Antypas
2002 Sociological research online  
In this paper we are presenting a simple simulation of the Internet World-Wide  ...  to uncover emergent structures based on very simple rules.  ...  Discussion of the Simulation 2.1 The reason that a simple simulation as ours, which is based on a set of very basic rules about the articulation of links connecting information units, succeeds to reproduce  ... 
doi:10.5153/sro.684 fatcat:6jxui5zsqzfxnbsaabwj5thpee

Estimating Intelligence Quotient Using Stylometry and Machine Learning Techniques: A Review

Glory O. Adebayo, Roman V. Yampolskiy
2022 Big Data Mining and Analytics  
The task of trying to quantify a person's intelligence has been a goal of psychologists for over a century.  ...  The unavailability of large datasets in this area of research has led to very few publications in IQ estimation from written text.  ...  [6] showed that stylometric analysis when applied in the domain of authorship identification, was able to arrive at similar conclusions about the authorship of these papers as other works that have  ... 
doi:10.26599/bdma.2022.9020002 fatcat:426awpckabcvto3svay7cab6wu

On the History of the Term "Ethnomusicology"

Bohdan Lukaniuk
2010 Folklorica  
It was Kvitka's radical approach that lead to the appearance of this neologism, though it is not impossible that the term was actually invented independently in three different countries over a twenty  ...  This may well be not a simple coincidence but an indication of oral use.  ... 
doi:10.17161/folklorica.v15i0.4028 fatcat:3mjznc4jknef5lt2mgakt5ltgy

Domain‐topic models with chained dimensions: Charting an emergent domain of a major oncology conference

Alexandre Hannud Abdo, Jean‐Philippe Cointet, Pascale Bourret, Alberto Cambrosio
2021 Journal of the Association for Information Science and Technology  
To enable the description and interactive navigation of domains, we introduce measures and interfaces that consider the structure of the model to relate both types of clusters.  ...  Through a sequence of domain-topic and domain-chained models, we identify and describe a group of domains that have notably grown through the last decades and which we relate to the establishment of "oncopolicy  ...  Applying a domain-chained model to the meeting's years allowed us to identify content based periods, whose consistent chronology reflects the conference's unfolding dynamics.  ... 
doi:10.1002/asi.24606 pmid:35873705 pmcid:PMC9299004 fatcat:c4m7mbhs7zgbldtdtwz3dbxq4a

Quantitative geography III: Future challenges and challenging futures

Levi John Wolf, Sean Fox, Rich Harris, Ron Johnston, Kelvyn Jones, David Manley, Emmanouil Tranos, Wenfei Winnie Wang
2020 Progress in Human Geography  
To do this, we must clarify the theory underpinning core conceptual problems in quantitative geography. Then, we examine the social forces that are shaping the future of quantitative geography.  ...  We argue that quantitative geographers are most helpful when we can simplify difficult problems using our distinct domain expertise.  ...  Yet, they remain difficult to answer about the past 20 years of quantitative geography, let alone the next.  ... 
doi:10.1177/0309132520924722 fatcat:wosxvz72qrhv5aw6sl3cbbllsm

Language Change Quantification Using Time-separated Parallel Translations

K. Altintas, F. Can, J. M. Patton
2007 Literary and Linguistic Computing  
These observations indicate that in contemporary Turkish one would use more suffixes to compensate for the fewer stems to preserve the expressive power of the language at the same level.  ...  For this purpose, we use objective style markers such as vocabulary richness and lengths of words, word stems and suffixes, and employ statistical methods to measure their changes over time.  ...  Acknowledgements We appreciate the anonymous referee comments that brought the concept of 'third code' and some other issues to our attention.  ... 
doi:10.1093/llc/fqm026 fatcat:qgezig3wmbdnrmvu2p3v3yurti

Message from the general chair

Benjamin C. Lee
2015 2015 IEEE International Symposium on Performance Analysis of Systems and Software (ISPASS)  
To maximize the utility of the injected knowledge, we deploy a learning-based multi-sieve approach and develop novel entity-based features.  ...  We explore ways of using the resulting grounding to boost the performance of a state-of-the-art co-reference resolution system.  ...  Typically, in structure prediction, an inference procedure is applied to each example independently of the others.  ... 
doi:10.1109/ispass.2015.7095776 dblp:conf/ispass/Lee15 fatcat:ehbed6nl6barfgs6pzwcvwxria

Networks of Networks: An Essay on Multi-Level Biological Organization

Vladimir N. Uversky, Alessandro Giuliani
2021 Frontiers in Genetics  
Such causative model, stemming from the usual genotype-phenotype distinction, is not the only one.  ...  The recent complex network studies allow to go further the pure qualitative observation of the existence of both non-linear and non-bottom-up processes and to uncover the deep nature of multi-level organization  ...  In the case of a simple linear regression, in which a dependent variable Y must be predicted by an independent variable X, the non-trivial determinism is nothing else than the usual squared Pearson correlation  ... 
doi:10.3389/fgene.2021.706260 fatcat:wozmh5hxzjb2xbxx3bejl2uuda

Semantic Knowledge Graphs for the News: A Review

Andreas L. Opdahl, Tareq Al-Moslmi, Duc-Tien Dang-Nguyen, Marc Gallofré Ocaña, Bjørnar Tessem, Csaba Veres
2022 ACM Computing Surveys  
The purpose is to present an overview of the field; to investigate what it means; and to suggest opportunities and needs for further research and development.  ...  It is therefore well-aligned with the needs of news producers and distributors, and it is likely to become increasingly important for the news industry.  ...  ACKNOWLEDGMENTS CONFLICT OF INTEREST The authors are themselves involved in the News Angler project reported in [M46]. MAIN PAPERS  ... 
doi:10.1145/3543508 fatcat:l4lwafoyuncdpmc4qhj3xxekwa

Anhedonia in Depressive Disorder: A Narrative Review

Jürgen De Fruyt, Bernard Sabbe, Koen Demyttenaere
2020 Psychopathology  
Popular concepts of anhedonia pertain to the pleasure cycle and positive affectivity.  ...  Anhedonia is best described as a symptom complex with unclear boundaries cutting across the tripartite model of the mind (affect, volition, and cognition).  ...  Acknowledgements We would like to thank David Richardson (Devon Partnership NHS Trust) for his language editing and proof reading of the text.  ... 
doi:10.1159/000508773 pmid:32668436 fatcat:hfmxlxfv5baxvhvbcfvvqhia5y

The IS Core XII: Authority, Dogma, and Positive Science in Information Systems Research

J. Christopher Westland
2004 Communications of the Association for Information Systems  
It is my purpose here to review how each of these suggestions stands up to methodological trends in other 21 st century sciences, many of which are further along in defining the dictates of their research  ...  More importantly, the pursuit of answers in other disciplines yielded answers and critiques of alternatives that would be foolish to ignore in our own field.  ...  ACKNOWLEDGMENTS I want to thank the many colleagues who gave me encouragement, comments and suggestions on this paper. I take sole responsibility for any errors or omissions.  ... 
doi:10.17705/1cais.01312 fatcat:yix74cgdrna3jctchecsgn2s2e
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