Search Results for author: Sven Groppe

Found 2 papers, 1 papers with code

Hype or Heuristic? Quantum Reinforcement Learning for Join Order Optimisation

1 code implementation13 May 2024 Maja Franz, Tobias Winker, Sven Groppe, Wolfgang Mauerer

It is able to handle general bushy join trees instead of resorting to simpler left-deep variants as compared to approaches based on quantum(-inspired) optimisation, yet requires multiple orders of magnitudes fewer qubits, which is a scarce resource even for post-NISQ systems.

Low-latency processing reinforcement-learning +1

Exploring In-Context Learning Capabilities of Foundation Models for Generating Knowledge Graphs from Text

no code implementations15 May 2023 Hanieh Khorashadizadeh, Nandana Mihindukulasooriya, Sanju Tiwari, Jinghua Groppe, Sven Groppe

Knowledge graphs can represent information about the real-world using entities and their relations in a structured and semantically rich manner and they enable a variety of downstream applications such as question-answering, recommendation systems, semantic search, and advanced analytics.

graph construction In-Context Learning +6

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