Julius Porbeck

Hasso Plattner Institute, University of Potsdam

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

Research focus

Code Generation & Program Synthesis (1)Eval Frameworks & Benchmarks (1)Interpretability & Mechanistic Interp (1)

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C. Adriano (1)Christian Medeiros Adriano (1)Holger Giese (1)

Papers (1)

Apr 20, 2026

From Program Slices to Causal Clarity: Evaluating Faithful, Actionable LLM-Generated Failure Explanations via Context Partitioning and LLM-as-a-Judge

LLM-generated debugging explanations are often vague or misleading, but this work shows you can make them dramatically better by carefully curating the context provided to the LLM.

Julius Porbeck, C. Adriano, Christian Medeiros Adriano +1

Code Generation & Program Synthesis Eval Frameworks & Benchmarks Interpretability & Mechanistic Interp

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Julius Porbeck

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)