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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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Naveen Kumar Vedurupaka

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#large language models Open access Oct 2026

The Model-Infrastructure Co-Evolution in Conversational NLU: From ELIZA to Large Language Models

Conversational Natural Language Understanding (NLU) has passed through five distinguishable technological eras: rule-based symbolic parsing, statistical and probabilistic modelling, neural sequence learning, Transformer-based pretraining, and the current large language model regime. Existing accounts of this history te...

Naveen Kumar Vedurupaka · 0 citations

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