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Word Embeddings: Stability and Semantic Change [article]

Lucas Rettenmeier
<span title="2020-07-23">2020</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
change, i.e. measuring changes in the meaning and usage of words over time.  ...  Finally, we propose a method to minimize the instability - by computing a modified average over multiple runs - and apply it to a specific linguistic problem: The detection and quantification of semantic  ...  to their degree of semantic change.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2007.16006v1">arXiv:2007.16006v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/uzfyzvbd6vbmjh7lwrz43fix6y">fatcat:uzfyzvbd6vbmjh7lwrz43fix6y</a> </span>
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Semantic Change and Semantic Stability: Variation is Key

Claire Bowern
<span title="">2019</span> <i title="Association for Computational Linguistics"> Proceedings of the 1st International Workshop on Computational Approaches to Historical Language Change </i> &nbsp; <span class="release-stage">unpublished</span>
I briefly sketch an evolutionary approach to language change and point out some issues in recent approaches to studying semantic change that rely on temporally stratified word embeddings.  ...  studying change over time.  ...  In all this, however, variation is key -it provides the seeds of change, allows the identification of change in progress, and the absence of variation makes it possible to study stability and shift across  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.18653/v1/w19-4706">doi:10.18653/v1/w19-4706</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/gzfofhl5vvgvzei5h423kywjgi">fatcat:gzfofhl5vvgvzei5h423kywjgi</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200505124206/https://www.aclweb.org/anthology/W19-4706.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/86/ae/86ae1161026f23f9df691a867fd7453cee56fd28.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.18653/v1/w19-4706"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Results and Prospects in the Study of Semantic Change: A Review of From Polysemy to Semantic Change (2008)

Patrick McConvell, Maïa Ponsonnet
<span title="2013-01-01">2013</span> <i title="Brill Academic Publishers"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/pxwpjn2d6rawbgv3lcxwcrmiky" style="color: black;">Journal of Language Contact</a> </i> &nbsp;
The topic of this review article is a volume addressing the relationship between polysemy and semantic change, a relationship which has been important in discussions of semantic theory and method particularly  ...  In particular, we examine the difficulty met with drawing conclusions across semantic domains, and the lack of a framework taking language contact and diffusion into account in the study of semantic change  ...  Stéphane Robert's 'Words and their meaning: Principles of variation and stabilization' is the first chapter of Part II, but could actually represent an alternative introduction to Koptjevskaja-Tamm's,  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1163/19552629-006001004">doi:10.1163/19552629-006001004</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/proonys3hbaebdw7dyrzlgcbp4">fatcat:proonys3hbaebdw7dyrzlgcbp4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170429121342/http://maiaponsonnet.com/wp-content/uploads/2013/02/McConvellPonsonnet_2013_JrnlLaggContact.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/0e/9e/0e9e12002e3437959bc5c490f0b818fab6852eca.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1163/19552629-006001004"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> brill.com </button> </a>

LL(O)D and NLP perspectives on semantic change for humanities research

Florentina Armaselu, Elena-Simona Apostol, Anas Fahad Khan, Chaya Liebeskind, Barbara McGillivray, Ciprian-Octavian Truică, Andrius Utka, Giedrė Valūnaitė Oleškevičienė, Marieke van Erp, Philipp Cimiano
<span title="2022-05-06">2022</span> <i title="IOS Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/pcapks3huberdozbvfqowysuly" style="color: black;">Semantic Web Journal</a> </i> &nbsp;
This paper presents an overview of the LL(O)D and NLP methods, tools and data for detecting and representing semantic change, with its main application in humanities research.  ...  The paper's aim is to provide the starting point for the construction of a workflow and set of multilingual diachronic ontologies within the humanities use case of the COST Action Nexus Linguarum, European  ...  Acknowledgement This article is based upon work from COST Action Nexus Linguarum, European network for Web-centred linguistic data science, supported by COST (European Cooperation in Science and Technology  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3233/sw-222848">doi:10.3233/sw-222848</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/qqbmouaquzbmtecm7bmqpofbva">fatcat:qqbmouaquzbmtecm7bmqpofbva</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220507101204/https://content.iospress.com/download/semantic-web/sw222848?id=semantic-web%2Fsw222848" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/62/36/623602f90eaeaab1085c414ff35dfa3b7c79c268.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3233/sw-222848"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>

Testing the Semantic Homogeneity Constraint: Analogical change and Russian verbs

Tore Nesset, Anastasia Makarova
<span title="">2014</span> <i title="John Benjamins Publishing Company"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/svh72ngfp5fwrgkbsarhubpzby" style="color: black;">Journal of Historical Linguistics</a> </i> &nbsp;
The hypothesis we test is that analogical change is restricted to semantically homogeneous domains. We call this the Semantic Homogeneity Constraint.  ...  By contrast, NU-verbs are semantically diverse, and these semantic differences create boundaries which block analogical change.  ...  We are interested in the pastinfinitive subparadigm which is where the variation between /nu/ and Ø occurs.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1075/jhl.4.2.01nes">doi:10.1075/jhl.4.2.01nes</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ksfut7tkkfaohl5rk2z7xcx3x4">fatcat:ksfut7tkkfaohl5rk2z7xcx3x4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20171121004253/https://core.ac.uk/download/pdf/30932238.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/93/a7/93a742d8e407082145f9a509ef6631f2493dcc8c.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1075/jhl.4.2.01nes"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Policy Shaping and Generalized Update Equations for Semantic Parsing from Denotations [article]

Dipendra Misra, Ming-Wei Chang, Xiaodong He, Wen-tau Yih
<span title="2018-09-05">2018</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
Semantic parsing from denotations faces two key challenges in model training: (1) given only the denotations (e.g., answers), search for good candidate semantic parses, and (2) choose the best model update  ...  We propose effective and general solutions to each of them.  ...  Acknowledgements We thank Ryan Benmalek, Alane Suhr, Yoav Artzi, Claire Cardie, Chris Quirk, Michel Galley and members of the Cornell NLP group for their valuable comments.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1809.01299v1">arXiv:1809.01299v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/3svlbgnu5rf3ff2byjlucartea">fatcat:3svlbgnu5rf3ff2byjlucartea</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20191016183202/https://arxiv.org/pdf/1809.01299v1.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/a0/60/a0606dd5a497426977e66b869d46a2166d492a5c.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1809.01299v1" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

MODELLING CHANGES, STAKEHOLDERS AND THEIR RELATIONS IN SEMANTIC 3D CITY MODELS

S. H. Nguyen, T. H. Kolbe
<span title="2021-10-07">2021</span> <i title="Copernicus GmbH"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/yhzu63ehjfe2dbswnsdfm5vlba" style="color: black;">ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences</a> </i> &nbsp;
Firstly, a detailed hierarchical model of all potential changes in semantic 3D city models is proposed.  ...  Digital twins, especially semantic 3D city models as key components, have quickly become a crucial platform for urban monitoring, planning, analyses and visualization.  ...  ACKNOWLEDGEMENTS We acknowledge the company CADFEM and the Leonhard Obermeyer Center (LOC) of the Technical University of Munich (TUM) for supporting this work.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5194/isprs-annals-viii-4-w2-2021-137-2021">doi:10.5194/isprs-annals-viii-4-w2-2021-137-2021</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/6abngm3rdbhjjk4ilydpxwiq5m">fatcat:6abngm3rdbhjjk4ilydpxwiq5m</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20211017175905/https://www.isprs-ann-photogramm-remote-sens-spatial-inf-sci.net/VIII-4-W2-2021/137/2021/isprs-annals-VIII-4-W2-2021-137-2021.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/d1/8d/d18dd0bce224a8ba0a40d5fcdf0a5c90b4d47507.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5194/isprs-annals-viii-4-w2-2021-137-2021"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>

Semantically-enriched 3D models for common-sense knowledge

Manolis Savva, Angel X. Chang, Pat Hanrahan
<span title="">2015</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/ilwxppn4d5hizekyd3ndvy2mii" style="color: black;">2015 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)</a> </i> &nbsp;
We demonstrate the usefulness of these annotations for improving 3D scene synthesis systems, enabling faceted semantic queries into 3D model datasets, and reasoning about how objects can be manipulated  ...  and weights.  ...  The key distinction is the typical location and the type of static support surface for the lamp.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/cvprw.2015.7301289">doi:10.1109/cvprw.2015.7301289</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/cvpr/SavvaCH15.html">dblp:conf/cvpr/SavvaCH15</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/slomndx4frc2pjzhg2nx3kcg3a">fatcat:slomndx4frc2pjzhg2nx3kcg3a</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170809085822/http://www.cv-foundation.org/openaccess/content_cvpr_workshops_2015/W06/papers/Savva_Semantically-Enriched_3D_Models_2015_CVPR_paper.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/e7/31/e731d2b9c2a8b3367242c611a2525060b26424da.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/cvprw.2015.7301289"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

A Semantic Network Analysis of Changes in North Korea's Economic Policy

CHANGYONG CHOI, JESSE D. LECY
<span title="2012-07-16">2012</span> <i title="Wiley"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/4eumed6hrzcixlv734d35u4syi" style="color: black;">Governance. An International Journal of Policy, Administration and Institutions</a> </i> &nbsp;
including the key concepts emphasized in the text.  ...  Semantic Network Analysis Semantic network analysis is a method of extracting meaning from texts by building networks of concepts that occur in close proximity (Diesner and Carley 2011; Doerfel 1998;  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1111/j.1468-0491.2012.01597.x">doi:10.1111/j.1468-0491.2012.01597.x</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/rraqjyeeavfidapn7shqjqihzm">fatcat:rraqjyeeavfidapn7shqjqihzm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20160417085759/http://www.nkeconwatch.com/nk-uploads/Economic-Policy-Choi-Lecy.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/23/04/2304b3cc6d2bcfd7a50f6e2147cf0798ca77c211.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1111/j.1468-0491.2012.01597.x"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

The NeoCrawler: identifying and retrieving neologisms from the internet and monitoring ongoing change [chapter]

Daphné Kerremans, Susanne Stegmayr, Hans-Jörg Schmid, Kathryn Allan, Justyna A. Robinson
<span title="2011-01-14">2011</span> <i title="DE GRUYTER"> Current Methods in Historical Semantics </i> &nbsp;
Tournier (1985) distinguishes between morphosemantic, morphological and semantic neologisms.  ...  words spread in the early stages of their life cycles and how they begin to establish themselves in lexical and semantic networks. 1.  ...  Is it true that meanings oscillate for a while and tend to rely on the context and co-text before they begin to stabilize?  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1515/9783110252903.59">doi:10.1515/9783110252903.59</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/blv7um4qnnd6rhurhdqoyz3h3e">fatcat:blv7um4qnnd6rhurhdqoyz3h3e</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170808173912/http://www.anglistik.uni-muenchen.de/personen/professoren/schmid/schmid_publ/neocrawler.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/01/ea/01ea8d55468f02fb41f9a508edc8d006810c9649.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1515/9783110252903.59"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> degruyter.com </button> </a>

Analyzing feature traces to incorporate the semantics of change in software evolution analysis

O. Greevy, S. Ducasse, T. Girba
<span title="">2005</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/eqpb62kt7nhrfde7vi6wrw6wru" style="color: black;">21st IEEE International Conference on Software Maintenance (ICSM&#39;05)</a> </i> &nbsp;
Without knowledge of the roles software entities play in system features, it is difficult to interpret the motivation behind changes and extensions in the code.  ...  We show how we use our feature perspective of software evolution to interpret modifications and extensions to the code. We apply our approach on two case studies and discuss our findings.  ...  We also want to thank Gabriela Arévalo and Andrew Black who reviewed earlier drafts of this paper.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/icsm.2005.22">doi:10.1109/icsm.2005.22</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/icsm/GreevyDG05.html">dblp:conf/icsm/GreevyDG05</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/eb4ejn4zmfgs5plye2dten7cg4">fatcat:eb4ejn4zmfgs5plye2dten7cg4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170809070730/http://scg.unibe.ch/archive/papers/Gree05cTraceScraperICSM2005.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/31/17/3117ca8ad13c9dedc9346dbda14b815723240756.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/icsm.2005.22"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Policy Shaping and Generalized Update Equations for Semantic Parsing from Denotations

Dipendra Misra, Ming-Wei Chang, Xiaodong He, Wen-tau Yih
<span title="">2018</span> <i title="Association for Computational Linguistics"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/u3ideoxy4fghvbsstiknuweth4" style="color: black;">Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing</a> </i> &nbsp;
Semantic parsing from denotations faces two key challenges in model training: (1) given only the denotations (e.g., answers), search for good candidate semantic parses, and (2) choose the best model update  ...  We propose effective and general solutions to each of them.  ...  Acknowledgements We thank Ryan Benmalek, Alane Suhr, Yoav Artzi, Claire Cardie, Chris Quirk, Michel Galley and members of the Cornell NLP group for their valuable comments.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.18653/v1/d18-1266">doi:10.18653/v1/d18-1266</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/emnlp/MisraC0Y18.html">dblp:conf/emnlp/MisraC0Y18</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/34medps43neizefrcchqepne7y">fatcat:34medps43neizefrcchqepne7y</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200505081348/https://www.aclweb.org/anthology/D18-1266.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/6d/7c/6d7c5118f68646eac489b26bd555a7008f656bb2.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.18653/v1/d18-1266"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Semantic Stability in Wikipedia [chapter]

Darko Stanisavljevic, Ilire Hasani-Mavriqi, Elisabeth Lex, Markus Strohmaier, Denis Helic
<span title="2016-11-30">2016</span> <i title="Springer International Publishing"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/oqt3yqhkxvcubnonwg57er4tdq" style="color: black;">Studies in Computational Intelligence</a> </i> &nbsp;
successive revisions is much lower for the same level of semantic stability.  ...  However, there are differences on the velocity of the semantic stability process between small and large Wikipedia editions.  ...  Results and Discussion From the plot in Figure 1a , it is noticeable that all small Wikipedia editions exhibit semantic stability variations in almost the same range (with a deviation ±2% from the average  ... 
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<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190223060958/http://pdfs.semanticscholar.org/4a9e/464a28cb58e031ed3d48460eb1202c87a683.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/4a/9e/4a9e464a28cb58e031ed3d48460eb1202c87a683.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-319-50901-3_31"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

Integrating topic modeling and word embedding to characterize violent deaths [article]

Alina Arseniev-Koehler, Susan D. Cochran, Vickie M. Mays, Kai-Wei Chang, Jacob Gates Foster
<span title="2021-06-28">2021</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
Motivated by known patterns in suicide and homicide by gender, and recent research on gender biases in semantic space, we identify the gender bias of our topics (e.g., a topic about pain medication is  ...  There is an escalating need for methods to identify latent patterns in text data from many domains.  ...  Mays, Kai-Wei Chang, and Jacob Gates Foster  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2106.14365v1">arXiv:2106.14365v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/uxmzgaugive7tfh3f4t3i5em6i">fatcat:uxmzgaugive7tfh3f4t3i5em6i</a> </span>
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The timed failures — Stability model for CSP

G.M. Reed, A.W. Roscoe
<span title="">1999</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/elaf5sq7lfdxfdejhkqbtz6qoq" style="color: black;">Theoretical Computer Science</a> </i> &nbsp;
We present a mathematical model which is the most abstract allowing (i) a fully compositional semantics for timed CSP and (ii) a natural abstraction map into the standard failures/divergences model of  ...  We discuss in detail the construction and properties of this model, and explore the variety of nondeterministic behaviour it encompasses.  ...  Acknowledgements We are very grateful to all those working in Oxford and elsewhere on Timed CSP for their help and enthusiasm.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/s0304-3975(98)00214-x">doi:10.1016/s0304-3975(98)00214-x</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/zv3joultwrcyfdhcr7562w6yre">fatcat:zv3joultwrcyfdhcr7562w6yre</a> </span>
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