Turn-Taking Dialogue System

The system that interleaves model-generated text with user-supplied text to create a dialogue agent from an LLM

Neighborhood — ranked by edge-count

concept

Dialogue Agent
implements
An LLM embedded in a turn-taking system with a dialogue prompt; the key object of analysis in the paper

cosine ≥ 0.65 · no typed edge

Entities in the same semantic neighborhood but without a typed relation to this one — candidates for new edges or unrecognized duplicates.

Dialogue Promptconcept0.749
The invisibly prepended text that sets the scene for a dialogue and defines the character the agent will role-play
Dialogue is an intertextual move, a play of spatial relations, not sequential statementsclaim0.731
True dialogue in diagrammatic writing occurs through spatial positioning and graphical relations, not through conventional sequential exchange.
Pragmatic Turn in Cognitive Scienceconcept0.726
Philosophical move from rule-governed symbolic representation to action-oriented situational cognition
How would an actual dialogue be created?question0.724
Seeks a method for genuine spatial dialogue beyond monologue juxtaposition.
Synthetic Multi-Turn Conversation Protocolmethod0.721
Frontier LLM (Kimi K2, Sonnet 4.5, GPT-5) simulates user across 100 conversations per domain to study persona drift trajectories
Tool Use in Dialogue Agentsconcept0.718
Extension of dialogue agent capabilities to use external tools, which makes role-played actions have real consequences
Role Play Framework for Dialogue Agentsframework0.695
The primary conceptual framework proposed: understanding dialogue agent behaviour as role play of characters
direction-based steeringconcept0.693
Paradigm of finding the right direction in activation space (e.g., linear steering).