Can argument schemes be organized by formal principles instead of lists?
Argumentation theory has accumulated 60+ overlapping scheme lists with no principled boundaries. Can a structured classification based on formal ordering principles replace this ad-hoc approach and provide a coherent target space for analysis?
Argumentation theory has a proliferation problem. Hastings (1962), Schellens (1985), Kienpointner (1992), the pragma-dialectical classification of van Eemeren and Grootendorst (1992), and the new-dialectical classification of Walton, Reed and Macagno (2008) each propose lists of argument schemes — sometimes overlapping, often disagreeing, with no agreed criteria for inclusion. Walton's list alone has more than sixty schemes. Each scheme has its own premise structure and conclusion form, and the boundaries between schemes are negotiable.
The Wagemans diagnosis: the existing classifications proceed by family resemblance. A new scheme is added when an author recognizes a new pattern; consolidation happens when two schemes look similar enough to merge. There is no underlying ordering principle that says where schemes come from or whether the list is complete. The result is unsatisfactory for theoretical, empirical, and computational purposes.
The Periodic Table replaces this with a classification based on formal ordering principles — three orthogonal axes that generate the space of possible argument types. Every existing scheme can be placed in a cell; cells exist whether or not anyone has named the scheme there; and the table is closed in a way the lists are not.
The methodological shift mirrors what the chemical periodic table did for elemental classification: from a contingent list of named substances to a structured space where empty cells are predictions. For computational argumentation — including LLM-based argument analysis — the table provides what the list approach lacked: a finite, well-defined target space for classification, where "argument type" has a definition rather than a custom.
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- What are the three orthogonal axes that structure the argument scheme periodic table?
- How does the first-order and second-order distinction unify classical and modern argument theory?
- Can smaller scheme inventories or critical questions replace direct scheme classification?
- What are the nine possible proposition-type combinations in arguments?
- How do internal and external topoi differ in classical rhetoric?
- Can formal argumentation structure replace ad-hoc fallacy classifications?
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Can three axes organize all possible argument schemes?
Can a small set of orthogonal distinctions—subject vs. predicate, order level, and proposition types—capture the full space of valid argument structures? This matters because it could replace ad-hoc scheme lists with a systematic framework.
same paper, the structural mechanism
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Do first-order and second-order arguments unify classical and modern divisions?
Does the formal distinction between first-order and second-order arguments map onto both the classical internal-external topoi divide and the modern reasonable-fallacious distinction? If so, it would reveal a single structural axis underlying two separate critical traditions.
same paper, the conjectural payoff
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Why do paraphrased definitions work better than expert ones?
When instructing LLMs to classify argument schemes, should we use formal Walton definitions or LLM-generated paraphrases? This explores which source better enables reliable scheme recognition and why.
adjacent: how LLMs cope with the existing list approach
Related papers in this collection 8
Papers most semantically related to this note, ranked by cosine similarity in the embedding space.
- Constructing a Periodic Table of Arguments
- Can Large Language Models Understand Argument Schemes?
- Critical-Questions-of-Thought: Steering LLM reasoning with Argumentative Querying
- Exploiting Dialogue Acts and Context to Identify Argumentative Relations in Online Debates
- Argumentative Large Language Models for Explainable and Contestable Decision-Making
- Argunauts: Open LLMs that Master Argument Analysis with Argdown
- LogicBench: Towards Systematic Evaluation of Logical Reasoning Ability of Large Language Models
- Improving Chain-of-Thought Reasoning via Quasi-Symbolic Abstractions
Original note title
a principled periodic-table classification of arguments replaces the ad-hoc 60-plus scheme lists that argumentation theory accumulated