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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

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Ioannis Kazlaris

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#large language models Open access Sep 2026

Hallucinations in Structured Extraction: A Case Study on Prompt-Based Semantic Role Labeling

This paper studies hallucinations in structured extraction using prompt-based Semantic Role Labeling (SRL) as a controlled case study. We implement a DSPy-based pipeline in which each prediction includes a generated rationale and a citation to a governing rule, allowing extraction errors to be aggregated by attributed...

Ioannis Kazlaris, Konstantinos I. Diamantaras, E. Antoniou et al. · 0 citations

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