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Horst Samulowitz

Mitigating Forgetting in LLM Supervised Fine-Tuning and Preference Learning

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Oct 20, 2024
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TabSketchFM: Sketch-based Tabular Representation Learning for Data Discovery over Data Lakes

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Jun 28, 2024
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On the Utility of Domain-Adjacent Fine-Tuned Model Ensembles for Few-shot Problems

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Jun 19, 2024
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Choosing a Classical Planner with Graph Neural Networks

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Jan 25, 2024
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Enhancing In-context Learning via Linear Probe Calibration

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Jan 22, 2024
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Matching Table Metadata with Business Glossaries Using Large Language Models

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Sep 08, 2023
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LakeBench: Benchmarks for Data Discovery over Data Lakes

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Jul 09, 2023
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A Vision for Semantically Enriched Data Science

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Mar 02, 2023
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A Survey on Semantics in Automated Data Science

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May 16, 2022
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Single-shot Hyper-parameter Optimization for Federated Learning: A General Algorithm & Analysis

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Feb 16, 2022
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