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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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Jiaming Luo

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2 papers indexed here

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#natural language process... Preprint Sep 2026

When Does Reasoning Help in Machine Translation? A Hierarchical Analysis of LRM Reasoning Traces

HMS is introduced, a scalable framework that induces coarse- and fine-grained reasoning structures without predefined taxonomies and reveals a shared organization--understanding/planning, translating/drafting, and refining/verifying--alongside domain-specific variation.

Yu-Xiang Liu, Jiaming Luo, Eleftheria Briakou et al. · 0 citations
2026

PolyglotQL: A Pipeline for Multilingual Text-to-SPARQL Dataset Generation

PolyglotQL provides an extensible and modular architecture that aggregates, normalizes, and augments heterogeneous question–SPARQL pairs from established text-to-SPARQL datasets, highlighting the benefits of structured context in multilingual semantic parsing.

J. Pérez, Fabio Barth, Georg Rehm · 0 citations

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