Artificial Intelligence & Machine Learning Lab at TU Darmstadt

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https://www.aiml.informatik.tu-darmstadt.de

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LukasHug updated a Space about 5 hours ago

AIML-TUDA/IsomorphicPerturbationTesting

LukasHug updated a dataset about 9 hours ago

AIML-TUDA/SLR-Bench

LukasHug updated a dataset about 10 hours ago

AIML-TUDA/Rail2Country

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updated a Space about 5 hours ago

Isomorphic Perturbation Testing

Evaluate rule hypotheses for genuine reasoning vs shortcuts

updated a dataset about 9 hours ago

AIML-TUDA/SLR-Bench

Viewer • Updated about 9 hours ago • 38.5k • 1.26k • 4

updated a dataset about 10 hours ago

AIML-TUDA/Rail2Country

Viewer • Updated about 10 hours ago • 4.8k • 96 • 3

authored 2 papers 2 days ago

ActivationReasoning: Logical Reasoning in Latent Activation Spaces

Paper • 2510.18184 • Published Oct 21, 2025 • 2

LLMs Gaming Verifiers: RLVR can Lead to Reward Hacking

Paper • 2604.15149 • Published Apr 16 • 1

updated 2 collections 3 days ago

Reward Hacking in Reasoning Models

Do reasoning LLMs actually reason — or learn to game the test? IPT allows for detecting reward hacking in inductive programming tasks (SLR-Bench). • 4 items • Updated 3 days ago • 1

Scalable Logical Reasoning

A collection of scalable logical reasoning tasks • 14 items • Updated 3 days ago • 2

updated a Space 6 days ago

SLR-Bench Leaderboard - Reward Hacking in Reasoning Models

Reward shortcut behavior in LLMs via IPT

updated a dataset 8 days ago

AIML-TUDA/slr-leaderboard-requests

Updated 8 days ago • 25

published a Space 8 days ago

SLR-Bench Leaderboard - Reward Hacking in Reasoning Models

Reward shortcut behavior in LLMs via IPT

published 2 datasets 8 days ago

AIML-TUDA/slr-leaderboard-results

Updated 8 days ago • 23

AIML-TUDA/slr-leaderboard-requests

Updated 8 days ago • 25

updated 5 datasets 8 days ago

AIML-TUDA/SLR-Homes

Viewer • Updated 8 days ago • 500 • 97 • 1

AIML-TUDA/SLR-Bench-Spanish

Viewer • Updated 8 days ago • 38.5k • 718 • 1

AIML-TUDA/SLR-Bench-Portuguese

Viewer • Updated 8 days ago • 27k • 880

AIML-TUDA/SLR-Bench-Italian

Viewer • Updated 8 days ago • 38.5k • 181

AIML-TUDA/SLR-Bench-German

Viewer • Updated 8 days ago • 38.5k • 2k • 2