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What explains language models' asymmetric difficulty with implicit versus explicit linguistic relations?
A broader line of inquiry — a family of 59 specific questions the research asks around this. Follow one into its inquiring-line page, or move sideways to a related line below.
Questions in this line of inquiry 59
Specific inquiring lines the field asks around this — ordered from the most general framing down to the most specific angle.
- How does implicit meaning processing limit LLM pragmatic reasoning?
- Can LLM semantic representations exist without causally influencing their generation output?
- Can explicit connectives compensate for missing intentional tracking in LLMs?
- Why do LLMs perform better on explicit discourse connectives than implicit relations?
- Do language models need words to think or just latent structure?
- Why do language models fail at implicit discourse relations while handling explicit connectives?
- Why do explicit discourse connectives help LLMs but implicit relations cause failures?
- Can LLMs infer situational context the way humans do pragmatically?
- Can LLMs infer implicit meaning without surface linguistic markers?
- What semantic information is necessary to preserve for sound LLM reasoning?
- Does functional grounding through discourse patterns count as genuine semantic meaning?
- What structural limits prevent LLMs from abstracting moral principles?
- Why do LLMs fail at implicit elements in literary and poetic text?
- Why do LLMs struggle to translate natural language into logical formalizations?
- Why do explicit discourse connectives work when implicit relations fail?
- Can LLMs improve at metaphor if they handle decoupled semantics better?
- Can LLMs participate meaningfully in discourse without consciousness or understanding?
- Does chain-of-thought prompting overcome implicit meaning deficits in text analysis?
- Can LLMs distinguish between surface requests and underlying mental states in dialogue?
- How do fixed pragmatic templates prevent models from understanding context?
- Why do LLMs produce semantically acceptable but pragmatically disengaged responses?
- Why do LLMs achieve only 24 percent accuracy on implicit discourse relations?
- Can language models understand the implicit emotional intent behind questions?
- Can we use LLM language without adopting LLM assumptions?
- How does the symbol grounding problem apply to artificial language systems?
- Does reasoning happen in hidden space or in generated tokens?
- Can quasi-interpretivism bridge functional description to moral status?
- Can LLMs identify implicit metaphoric mappings that require pragmatic inference?
- Can presupposition projection strength vary by context in embeddings?
- How do embedding contexts like presupposition triggers affect LLM entailment reasoning?
- Can large language models extract psychological traits directly from natural language text?
- Why do both deflationary and anthropomorphic framings of LLMs persist in research?
- Why do language models reproduce human EPA structure despite different architecture?
- How much semantic meaning survives when LLMs paraphrase poetry and literary text?
- How does embodiment affect whether LLMs can participate in Wittgensteinian language games?
- What cognitive capacities do LLMs actually lack that commentary assumes they have?
- What other latent LLM capabilities remain inactive without explicit activation cuing?
- Does role-playing without biological needs constitute genuine linguistic agency?
- How do verbose and concise reasoning occupy different regions in activation space?
- How do LLMs access and draw on the same shared symbolic universe as humans?
- What's the difference between formal and functional linguistic competence?
- How does Habermas' concept of validity claims depend on intersubjectivity?
- What is the difference between learning discourse patterns and learning abstract language?
- Can LLMs compute how presuppositions project through embedded clauses?
- How do politeness strategies depend on semantic ambiguity between literal and intended meaning?
- What linguistic blind spots do LLMs exhibit in discourse structure?
- Why do relational states like speech-acts resist quasi-interpretive treatment?
- Did Chalmers abandon his own Extended Mind commitments for LLMs?
- Can LLMs develop genuine understanding without embodied experience?
- Does quasi-interpretivism apply equally well to desires and intentions?
- Can a system without an addressee ever truly tell a joke?
- Why do LLM-generated stories differ at the discourse and narrative level?
- What makes linguistic agency impossible for systems without embodiment?
- How do LLMs compress literary language without losing essential nuance?
- Do LLMs have functional linguistic competence or only formal language ability?
- Does the langue-parole distinction apply to human reasoning too?
- Why do LLMs choose surface-order quantifier scope over contextually correct readings?
- What happens when LLMs analyze literary irony that relies on understatement?
- What makes colorless green ideas fail where Jabberwocky succeeds?