mlsanityData to 14 Oct 2026

Choosing the Lens: Strategic Perspective Activation in Context-Dependent Argumentation

arXiv 2605.31581 ↗First posted 29 May 2026cs.AIcited by 1

Not on the map. Why?

Abstract (arXiv)

The same arguments often need to be evaluated under different external regimes. An agent with influence over the regime has a strategic lever that standard formalisms do not directly capture. We introduce context-dependent argumentation frameworks (CDAFs), an extension of Dung's theory in which a defeat function determines, per context, which attacks succeed. Blocked attacks are inverted rather than deleted, so extensions stay conflict-free with respect to the attack relation. A perspective-labeled specialisation derives the defeat function from a relevance set ρ and a priority π. The relevance set is the agent's action space. In a small worked example, the agent's target argument is rejected under every full-relevance priority, yet accepted under a partial activation whose outcome no VAF audience can mirror. We define the corresponding decision problem, ACTIVATION-MANIPULATION, and record baseline complexity bounds. For grounded semantics with mandatory perspectives the problem is NP-complete, and the hardness comes from the activation choice itself.

Key facts. Cited by 1 paper in the map (data through 14 Oct 2026). Builds on 3 of its 10 references that are in the map. First posted on arXiv 29 May 2026.

Builds on

3 of 10 references.

References · 3

  1. 2018A General Account of Argumentation with Preferencescited by 21
  2. 2026Multi-Agent Dialectical Refinement for Enhanced Argument Classificationcited by 3
  3. 2026Rashomon Memory: Towards Argumentation-Driven Retrieval for Multi-Perspective Agent Memorycited by 3

Built on by

Cited by year (2026 to 14 Oct)

Citing papers per year: 2026: 1.

1 paper.