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Record W4245430175 · doi:10.1162/coli_r_00117

Publications Received

2012· article· en· W4245430175 on OpenAlexaffabout
Graeme Hirst, Serge Abiteboul, Ioana Manolescu, Philippe Rigaux, Marie-Christine Rousset, Pierre Senellart

Bibliographic record

VenueComputational Linguistics · 2012
Typearticle
Languageen
FieldComputer Science
TopicSemantic Web and Ontologies
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsComputer science

Abstract

fetched live from OpenAlex

Books listed below that are marked with a † have been selected for review in a future issue, and a reviewer has been assigned to each. Qualified reviewers are sought for books that are marked with an *. Readers who wish to be considered as potential reviewers should contact the book review editor, outlining their qualifications, at bookreviews@cljournal.org.Authors and publishers who wish their publications to be considered for review in Computational Linguistics should send a copy to the book review editor, Graeme Hirst, Department of Computer Science, University of Toronto, Toronto, Canada M5S 3G4. All books received that are relevant to computational linguistics and natural language processing will be listed, but not all can be reviewed. Technical reports (other than dissertations) and conference and workshop proceedings (other than those distributed by a major publisher) will not be listed or reviewed. Authors should be aware that some publishers will not send books for review even when instructed to do so; authors wishing to enquire as to whether their book has been received for review may contact the book review editor.Web Data ManagementSerge Abiteboul*, Ioana Manolescu*, Philippe Rigaux‡, Marie-Christine Rousset¶, and Pierre Senellart§(*INRIA Saclay, ‡Conservatoire Nationale des Arts et Métiers, ¶University of Grenoble, §Télécom ParisTech)Cambridge: Cambridge University Press, 2012, xiv+435 pp; hardbound, ISBN 978-1-107-01243-1, $75.00Understanding Vagueness: Logical, Philosophical, and Linguistic PerspectivesPetr Cinula, Christian G. Fermüller, Lluís Godo, and Petr Hájek (editors)London: College Publications (Studies in Logic series, edited by Dov Gabbay, volume 36), 2011, viii+421 pp; paperbound, ISBN 978-1-84890-037-0, £14.50Human Information Interaction: An Ecological Approach to Information BehaviorRaya Fidel(University of Washington)Cambridge, MA: The MIT Press, 2012, xv+348 pp; hardbound, ISBN 978-0-262-01700-8, $35.00, £24.95*The Interactive Stance: Meaning for ConversationJonathan Ginzburg(Université Paris–Diderot)Oxford University Press, 2012, xiii+416 pp; hardbound, ISBN 978-0-19-969792-2, £70.00Software Abstractions: Logic, Language, and Analysis (revised edition)Daniel Jackson(Massachusetts Institute of Technology)Cambridge, MA: The MIT Press, 2012, xviii+354 pp; hardbound, ISBN 978-0-262-01715-2, $40.00†Interpreting Motion: Grounded Representations for Spatial LanguageInderjeet Mani* and James Pustejovsky‡(*Children’s Organization of Southeast Asia and ‡Brandeis University)Oxford University Press (Explorations in Language and Space series, edited by Emile Van Der Zee), 2012, xiii+166 pp; hardbound, ISBN 978-0-19-960124-0, £60.00Corpus LinguisticsTony McEnery and Andrew Hardie(Lancaster University)Cambridge: Cambridge University Press (Cambridge textbooks in linguistics), 2012, xv+294 pp; hardbound, ISBN 978-0-521-83851-1, $110.00; paperbound, ISBN 978-0-521-54736-9, $39.99The Primacy of GrammarNirmalangshu Mukherji(University of Delhi)Cambridge, MA: The MIT Press, 2010, xix+278 pp; paperbound, ISBN 978-0-262-51743-0, $21.00The Neural Architecture of GrammarStephen E. Nadeau(Malcolm Randall VA Medical Center)Cambridge, MA: The MIT Press, 2012, xv+204 pp; hardbound, ISBN 978-0-262-01702-2, $40.00Corpus-based Studies in Language Use, Language Learning, and Language Documentation [Selected Papers from the Conference of the American Association for Corpus Linguistics, Edmonton, October 2009]John Newman, Harald Baayen, and Sally Rice (editors)Amsterdam: Rodopi (Language and Computers: Studies in Practical Linguistics, vol. 73), 2011, v+297 pp; hardbound, ISBN 978-90-420-3401-3, €60.00*The Voice in the Machine: Building Computers that Understand SpeechRoberto Pieraccini(International Computer Science Institute, Berkeley)Cambridge, MA: The MIT Press, 2012, xxviii+325 pp; hardbound, ISBN 978-0-262-01685-8, $35.00Mining of Massive DatasetsAnand Rajaraman* and Jeffrey David Ullman‡(*Walmart Global eCommerce and ‡Stanford University)Cambridge: Cambridge University Press, 2012, x+315 pp; hardbound, ISBN 978-1-107-01535-7, $65.00†Discourse ProcessingManfred Stede(University of Potsdam)Morgan & Claypool (Synthesis Lectures on Human Language Technologies, edited by Graeme Hirst, volume 15), 2011, ix+155 pp; paperbound, ISBN 978-1-60845-734-2, $40.00; ebook, ISBN 978-1-60845-735-9, $30.00 or by subscriptionTaking Scope: The Natural Semantics of QuantifiersMark Steedman(University of Edinburgh)Cambridge, MA: The MIT Press, 2012, xviii+306 pp; hardbound, ISBN 978-0-262-01707-7, $35.00*Design Patterns in Fluid Construction GrammarLuc Steels (editor)(Universitat Pompeu Fabra and Sony Computer Science Laboratory, Paris)John Benjamins Publishing Company (Constructional Approaches to Language series, edited by Mirjam Fried and Jan-Ola Östman, volume 11), 2012, xi+332 pp; hardbound, ISBN 978-90-272-0433-2, €99.00, $149.00Experiments in Cultural Language EvolutionLuc Steels (editor)(Universitat Pompeu Fabra and Sony Computer Science Laboratory, Paris)John Benjamins Publishing Company(Advances in Interaction Studies series, edited by Kerstin Dautenhahn and Angelo Cangelosi, volume 3), 2012, xii+306 pp; hardbound, ISBN 978-90-272-0456-1, €99.00, $149.00

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.002
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Methods · Consensus signal: none
Teacher disagreement score0.763
Threshold uncertainty score0.269

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.046
GPT teacher head0.301
Teacher spread0.255 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designTheoretical or conceptual
Domainnot available
GenreMethods

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

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Citations0
Published2012
Admission routes2
Has abstractyes

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