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A Survey of Machine Learning for Big Code and Naturalness
2018
ACM Computing Surveys
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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]
2018
arXiv
pre-print
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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
2002
Data Science Journal
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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
2019
STI Policy and Management Journal
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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
2002
Sociological research online
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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
2022
Big Data Mining and Analytics
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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"
2010
Folklorica
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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
2021
Journal of the Association for Information Science and Technology
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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
2020
Progress in Human Geography
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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
2007
Literary and Linguistic Computing
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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
2015
2015 IEEE International Symposium on Performance Analysis of Systems and Software (ISPASS)
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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
2021
Frontiers in Genetics
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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
2022
ACM Computing Surveys
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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
2020
Psychopathology
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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
2004
Communications of the Association for Information Systems
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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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