Kuldeep Singh

Kuldeep Singh

He/Him

Senior ML Engineer | LLM Post-training, Evaluation & RAG

Comparative Analysis of Multi-Agent Architectures for Entity Relationship Classification

Published in 18th International Conference on Agents and Artificial Intelligence (ICAART 2026), 2026

A comparative study of multi-agent LLM architectures for entity relationship classification, evaluating how different agent decompositions and coordination strategies affect extraction quality.

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Recommended citation: Maryam Berijanian, Kuldeep Singh, Amin Sehati (2026). “Comparative Analysis of Multi-Agent Architectures for Entity Relationship Classification” 18th International Conference on Agents and Artificial Intelligence (ICAART 2026). Also on arXiv:2506.02426.

Recommended citation: Maryam Berijanian, Kuldeep Singh, Amin Sehati (2026). "Comparative Analysis of Multi-Agent Architectures for Entity Relationship Classification" 18th International Conference on Agents and Artificial Intelligence (ICAART 2026). https://arxiv.org/abs/2506.02426