ideological alignment 1large language model agents 1multi-agent negotiation 1political coalition simulation 1retrieval-augmented generation 1
From the 1 of 2 linked papers with an AI index.
2 papers
cs.CL2026
Digital Pantheon: Simulating and Auditing Coalition Formation with LLM Agents
Dylan Van Mulders, Matthias Bogaert, Dirk Van den Poel
The paper presents a multi‑agent framework that uses fine‑tuned large language models with retrieval‑augmented generation to simulate partisan coalition negotiations and introduces…
cs.CL2025
LLM-Assisted Topic Reduction for BERTopic on Social Media Data
Wannes Janssens, Matthias Bogaert, Dirk Van den Poel
The BERTopic framework leverages transformer embeddings and hierarchical clustering to extract latent topics from unstructured text corpora. While effective, it often struggles wit…