Language Models Learn Constructional Semantics, Not To Mention Syntax: Investigating LM Understanding of Paired-Focus Constructions

Language Models Learn Constructional Semantics, Not To Mention Syntax: Investigating LM Understanding of Paired-Focus Constructions | Signal Canvas | ScienceToStartup

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Canonical route: /signal-canvas/language-models-learn-constructional-semantics-not-to-mention-syntax-investigating-lm-understanding-of-paired-focus-cons

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Proof freshness: stale
Proof status: unverified
Display score: 3/10
Last proof check: 2026-06-01
Score updated: 2026-06-01
Score fresh until: 2026-07-01
References: 0
Source count: 4
Coverage: 67%

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Canonical ID language-models-learn-constructional-semantics-not-to-mention-syntax-investigating-lm-understanding-of-paired-focus-cons | Route /signal-canvas/language-models-learn-constructional-semantics-not-to-mention-syntax-investigating-lm-understanding-of-paired-focus-cons

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Evidence Receipt

Route status: building

Claims: 1

References: Pending verification

Proof: Verification pending

Freshness state: computing

Source paper: Language Models Learn Constructional Semantics, Not To Mention Syntax: Investigating LM Understanding of Paired-Focus Constructions

PDF: https://arxiv.org/pdf/2605.31586v1

Repository: https://github.com/WesScivetti/Meaning_Alone

Source count: 4

Coverage: 67%

Last proof check: 2026-06-01T20:30:37.712Z

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Subject: Language Models Learn Constructional Semantics, Not To Mention Syntax: Investigating LM Understanding of Paired-Focus Constructions

Language Models Learn Constructional Semantics, Not To Mention Syntax: Investigating LM Understanding of Paired-Focus Constructions

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