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Record W4408552392 · doi:10.1515/flin-2024-0037

Can syntax swallow semantics? Or might it not be the other way around?

2025· article· en· W4408552392 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueFolia Linguistica · 2025
Typearticle
Languageen
FieldArts and Humanities
TopicSyntax, Semantics, Linguistic Variation
Canadian institutionsUniversité Laval
Fundersnot available
KeywordsSyntaxSemantics (computer science)LinguisticsComputer scienceProgramming languageNatural language processingPhilosophy

Abstract

fetched live from OpenAlex

Abstract In the Generative model of human language, the semantic component has the role of interpreting the syntax. This amounts to semantics being swallowed up by syntax and explains Chomsky’s reiterated statements that at bottom natural language has only syntax and pragmatics: “natural language has no semantics … it has syntax (symbol manipulation) and pragmatics (modes of use of language)” (Chomsky, Noam. 2013. Notes on denotation and denoting. In Ivano Caponigro & Carlo Conchetto (eds.), From grammar to meaning: the spontaneous logicality of language , 38–45. Cambridge: Cambridge University Press). It will be argued that this conclusion is predetermined by the view of language as a computationally perfect syntactic system. Language is thereby reduced to syntactic distribution and symbol manipulation, linguistic form separated from meaning, with syntax being investigated according to the goals of coherence and consistency and subsequently reconnected extrinsically to the world by means of pragmatics. It will be shown that a basic understanding of the nature of language, which is constituted by the fundamental correlation between linguistic signs and their meanings, reveals that one cannot isolate and study separately the physically observable side of language without tearing asunder the very object of one’s investigation. The causal conditioning of syntax by both semantics and pragmatics will be demonstrated via the examples of English causative verbs and the ‘degree adverb + proper name’ construction.

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.

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)0.006
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.901
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.006
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0010.000
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0030.000

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 head0.038
GPT teacher head0.271
Teacher spread0.233 · 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