A Neuroscience-Inspired Dual-Process Model of Compositional Generalization Paper • 2507.18868 • Published Jul 25, 2025 • 1
LINC: A Neurosymbolic Approach for Logical Reasoning by Combining Language Models with First-Order Logic Provers Paper • 2310.15164 • Published Oct 23, 2023 • 4
JEPA-Reasoner: Decoupling Latent Reasoning from Token Generation Paper • 2512.19171 • Published Dec 22, 2025 • 1
Disentangling Reasoning Capabilities from Language Models with Compositional Reasoning Transformers Paper • 2210.11265 • Published Oct 20, 2022 • 1
The Dual-Stream Transformer: Channelized Architecture for Interpretable Language Modeling Paper • 2603.07461 • Published 25 days ago • 1
Interpretable-by-Design Transformers via Architectural Stream Independence Paper • 2603.07482 • Published 25 days ago • 1
Mixture of Cognitive Reasoners: Modular Reasoning with Brain-Like Specialization Paper • 2506.13331 • Published Jun 16, 2025 • 1
When Less Language is More: Language-Reasoning Disentanglement Makes LLMs Better Multilingual Reasoners Paper • 2505.15257 • Published May 21, 2025 • 1
Are formal and functional linguistic mechanisms dissociated in language models? Paper • 2503.11302 • Published Mar 14, 2025 • 1
Conditional Memory via Scalable Lookup: A New Axis of Sparsity for Large Language Models Paper • 2601.07372 • Published Jan 12 • 47
REVERE: Reflective Evolving Research Engineer for Scientific Workflows Paper • 2603.20667 • Published 12 days ago • 17
PivotRL: High Accuracy Agentic Post-Training at Low Compute Cost Paper • 2603.21383 • Published 11 days ago • 18
Insight-V++: Towards Advanced Long-Chain Visual Reasoning with Multimodal Large Language Models Paper • 2603.18118 • Published 15 days ago • 12
Scaling DoRA: High-Rank Adaptation via Factored Norms and Fused Kernels Paper • 2603.22276 • Published 10 days ago • 13
SEM: Sparse Embedding Modulation for Post-Hoc Debiasing of Vision-Language Models Paper • 2603.19028 • Published 14 days ago • 18