PragAlign: Feedback-Guided Pragmatic Alignment for Controlled Synthetic Dialogue Generation

arXiv:2609.02480 · cs.CL · Submitted 2026-09-02 · Read on arXiv

cs.CL

Submitted: 2026-09-02

Updated: 2026-09-02

Terminology

• Alignment — 46× in this paper · explained in 1 episode
• Ablation — 12× in this paper · explained in 1 episode
• Grounding — 3× in this paper · explained in 3 episodes
• Calibration — 2× in this paper · explained in 7 episodes
• Consistency — 2× in this paper · explained in 3 episodes
• RAG — 2× in this paper · explained in 3 episodes
• Alignment Problem — 1× in this paper · explained in 1 episode
• Alignment Scores — 1× in this paper · explained in 1 episode
• Frustration — 1× in this paper · explained in 2 episodes
• Iterative Refinement — 1× in this paper · explained in 3 episodes
• LLM-as-a-Judge — 1× in this paper · explained in 3 episodes
• Reinforcement Learning — 1× in this paper · explained in 4 episodes

Sources

• PSYDIAL: Personality-based Synthetic Dialogue Generation using Large Language Models
• PersonaLLM: Investigating the Ability of Large Language Models to Express Personality Traits
• You Truly Understand What I Need: Intellectual and Friendly Dialogue Agents grounding Knowledge and Persona
• Thought Propagation: An Analogical Approach to Complex Reasoning with Large Language Models
• PersonaRAG: Enhancing Retrieval-Augmented Generation Systems with User-Centric Agents

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