SLR: Automated Synthesis for Scalable Logical Reasoning
Fuente:
arXiv
Saved in:
| Main Authors: | Helff, Lukas, Omar, Ahmad, Friedrich, Felix, Wüst, Antonia, Shindo, Hikaru, Mitchell, Rupert, Woydt, Tim, Schramowski, Patrick, Stammer, Wolfgang, Kersting, Kristian |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
ActivationReasoning: Logical Reasoning in Latent Activation Spaces
by: Helff, Lukas, et al.
Published: (2025)
by: Helff, Lukas, et al.
Published: (2025)
Synthesizing Visual Concepts as Vision-Language Programs
by: Wüst, Antonia, et al.
Published: (2025)
by: Wüst, Antonia, et al.
Published: (2025)
SocialGrid: A Benchmark for Planning and Social Reasoning in Embodied Multi-Agent Systems
by: Shindo, Hikaru, et al.
Published: (2026)
by: Shindo, Hikaru, et al.
Published: (2026)
V-LoL: A Diagnostic Dataset for Visual Logical Learning
by: Helff, Lukas, et al.
Published: (2023)
by: Helff, Lukas, et al.
Published: (2023)
Fodor and Pylyshyn's Legacy: Still No Human-like Systematic Compositionality in Neural Networks
by: Woydt, Tim, et al.
Published: (2025)
by: Woydt, Tim, et al.
Published: (2025)
LLMs Gaming Verifiers: RLVR can Lead to Reward Hacking
by: Helff, Lukas, et al.
Published: (2026)
by: Helff, Lukas, et al.
Published: (2026)
Bongard in Wonderland: Visual Puzzles that Still Make AI Go Mad?
by: Wüst, Antonia, et al.
Published: (2024)
by: Wüst, Antonia, et al.
Published: (2024)
A Typology for Exploring the Mitigation of Shortcut Behavior
by: Friedrich, Felix, et al.
Published: (2022)
by: Friedrich, Felix, et al.
Published: (2022)
LlavaGuard: An Open VLM-based Framework for Safeguarding Vision Datasets and Models
by: Helff, Lukas, et al.
Published: (2024)
by: Helff, Lukas, et al.
Published: (2024)
No Safe Dose: How Training Data Drives Unsafe Image Generation
by: Friedrich, Felix, et al.
Published: (2026)
by: Friedrich, Felix, et al.
Published: (2026)
Neural Concept Binder
by: Stammer, Wolfgang, et al.
Published: (2024)
by: Stammer, Wolfgang, et al.
Published: (2024)
Object Centric Concept Bottlenecks
by: Steinmann, David, et al.
Published: (2025)
by: Steinmann, David, et al.
Published: (2025)
Learning by Self-Explaining
by: Stammer, Wolfgang, et al.
Published: (2023)
by: Stammer, Wolfgang, et al.
Published: (2023)
Learning Differentiable Logic Programs for Abstract Visual Reasoning
by: Shindo, Hikaru, et al.
Published: (2023)
by: Shindo, Hikaru, et al.
Published: (2023)
Pix2Code: Learning to Compose Neural Visual Concepts as Programs
by: Wüst, Antonia, et al.
Published: (2024)
by: Wüst, Antonia, et al.
Published: (2024)
DeiSAM: Segment Anything with Deictic Prompting
by: Shindo, Hikaru, et al.
Published: (2024)
by: Shindo, Hikaru, et al.
Published: (2024)
ART: Adaptive Relation Tuning for Generalized Relation Prediction
by: Sudhakaran, Gopika, et al.
Published: (2025)
by: Sudhakaran, Gopika, et al.
Published: (2025)
Learning to Intervene on Concept Bottlenecks
by: Steinmann, David, et al.
Published: (2023)
by: Steinmann, David, et al.
Published: (2023)
Exploiting Cultural Biases via Homoglyphs in Text-to-Image Synthesis
by: Struppek, Lukas, et al.
Published: (2022)
by: Struppek, Lukas, et al.
Published: (2022)
Does CLIP Know My Face?
by: Hintersdorf, Dominik, et al.
Published: (2022)
by: Hintersdorf, Dominik, et al.
Published: (2022)
Multipole Semantic Attention: A Fast Approximation of Softmax Attention for Pretraining
by: Mitchell, Rupert, et al.
Published: (2025)
by: Mitchell, Rupert, et al.
Published: (2025)
LIME: Making LLM Data More Efficient with Linguistic Metadata Embeddings
by: Sztwiertnia, Sebastian, et al.
Published: (2025)
by: Sztwiertnia, Sebastian, et al.
Published: (2025)
Navigating Shortcuts, Spurious Correlations, and Confounders: From Origins via Detection to Mitigation
by: Steinmann, David, et al.
Published: (2024)
by: Steinmann, David, et al.
Published: (2024)
GRAIL: Autonomous Concept Grounding for Neuro-Symbolic Reinforcement Learning
by: Shindo, Hikaru, et al.
Published: (2026)
by: Shindo, Hikaru, et al.
Published: (2026)
Where is the Truth? The Risk of Getting Confounded in a Continual World
by: Busch, Florian Peter, et al.
Published: (2024)
by: Busch, Florian Peter, et al.
Published: (2024)
Beyond Overcorrection: Evaluating Diversity in T2I Models with DivBench
by: Friedrich, Felix, et al.
Published: (2025)
by: Friedrich, Felix, et al.
Published: (2025)
Human-in-the-loop or AI-in-the-loop? Automate or Collaborate?
by: Natarajan, Sriraam, et al.
Published: (2024)
by: Natarajan, Sriraam, et al.
Published: (2024)
BlendRL: A Framework for Merging Symbolic and Neural Policy Learning
by: Shindo, Hikaru, et al.
Published: (2024)
by: Shindo, Hikaru, et al.
Published: (2024)
SCAR: Sparse Conditioned Autoencoders for Concept Detection and Steering in LLMs
by: Härle, Ruben, et al.
Published: (2024)
by: Härle, Ruben, et al.
Published: (2024)
Making deep neural networks right for the right scientific reasons by interacting with their explanations
by: Schramowski, Patrick, et al.
Published: (2020)
by: Schramowski, Patrick, et al.
Published: (2020)
Human-Allied Relational Reinforcement Learning
by: Darvishvand, Fateme Golivand, et al.
Published: (2025)
by: Darvishvand, Fateme Golivand, et al.
Published: (2025)
EXPIL: Explanatory Predicate Invention for Learning in Games
by: Sha, Jingyuan, et al.
Published: (2024)
by: Sha, Jingyuan, et al.
Published: (2024)
How to Train your Text-to-Image Model: Evaluating Design Choices for Synthetic Training Captions
by: Brack, Manuel, et al.
Published: (2025)
by: Brack, Manuel, et al.
Published: (2025)
Measuring and Guiding Monosemanticity
by: Härle, Ruben, et al.
Published: (2025)
by: Härle, Ruben, et al.
Published: (2025)
ALERT: A Comprehensive Benchmark for Assessing Large Language Models' Safety through Red Teaming
by: Tedeschi, Simone, et al.
Published: (2024)
by: Tedeschi, Simone, et al.
Published: (2024)
LEDITS++: Limitless Image Editing using Text-to-Image Models
by: Brack, Manuel, et al.
Published: (2023)
by: Brack, Manuel, et al.
Published: (2023)
Multilingual Text-to-Image Generation Magnifies Gender Stereotypes and Prompt Engineering May Not Help You
by: Friedrich, Felix, et al.
Published: (2024)
by: Friedrich, Felix, et al.
Published: (2024)
Right on Time: Revising Time Series Models by Constraining their Explanations
by: Kraus, Maurice, et al.
Published: (2024)
by: Kraus, Maurice, et al.
Published: (2024)
Core Tokensets for Data-efficient Sequential Training of Transformers
by: Paul, Subarnaduti, et al.
Published: (2024)
by: Paul, Subarnaduti, et al.
Published: (2024)
T-FREE: Subword Tokenizer-Free Generative LLMs via Sparse Representations for Memory-Efficient Embeddings
by: Deiseroth, Björn, et al.
Published: (2024)
by: Deiseroth, Björn, et al.
Published: (2024)
Similar Items
-
ActivationReasoning: Logical Reasoning in Latent Activation Spaces
by: Helff, Lukas, et al.
Published: (2025) -
Synthesizing Visual Concepts as Vision-Language Programs
by: Wüst, Antonia, et al.
Published: (2025) -
SocialGrid: A Benchmark for Planning and Social Reasoning in Embodied Multi-Agent Systems
by: Shindo, Hikaru, et al.
Published: (2026) -
V-LoL: A Diagnostic Dataset for Visual Logical Learning
by: Helff, Lukas, et al.
Published: (2023) -
Fodor and Pylyshyn's Legacy: Still No Human-like Systematic Compositionality in Neural Networks
by: Woydt, Tim, et al.
Published: (2025)