How arstanley/awesome-llm-conversation-simulation works
This repository is a curated survey companion, not a runnable simulator: it organizes papers, taxonomies, and benchmarks for LLM-based conversational user simulation. The reader-facing workflow is to consult the survey’s taxonomy, browse research by simulation target, interaction setting, or technique, and then explore related evaluation, datasets, applications, and open problems. The README documents these topics but no implementation or links between individual research entries, so the graph represents only those documented relationships.
Main entry points: README.md Curated companion
Components 17
Survey resource
- Curated companion
README.md - Survey paper
Simulation taxonomy
- Three-axis taxonomy
README.md - Simulation targets
README.md - General user
README.md - Persona-level
README.md - Role-play
README.md - Individual user
README.md - Hybrid simulation
README.md - Interaction settings
README.md - Technical approaches
README.md - Prompting, RAG, training
README.md
Research topics
- Evaluation
README.md - Datasets
README.md - Applications
README.md - Open problems
README.md
Other components
- Research reader
Connections 16
- Research reader → Curated companion: browses
README.md - Curated companion → Survey paper: accompanies
README.md - Curated companion → Three-axis taxonomy: organizes around
README.md - Three-axis taxonomy → Simulation targets: covers
README.md - Three-axis taxonomy → Interaction settings: covers
README.md - Three-axis taxonomy → Technical approaches: covers
README.md - Simulation targets → General user: includes
README.md - Simulation targets → Persona-level: includes
README.md - Simulation targets → Role-play: includes
README.md - Simulation targets → Individual user: includes
README.md - Simulation targets → Hybrid simulation: includes
README.md - Technical approaches → Prompting, RAG, training: includes
README.md - Curated companion → Evaluation: lists
README.md - Curated companion → Datasets: lists
README.md - Curated companion → Applications: lists
README.md - Curated companion → Open problems: lists
README.md