udrearobert999/multi-qa-mpnet-base-cos-v1-contrastive-3e-250samples-20iter Text Classification • Updated May 7, 2024 • 1 • 1
Sound and Complete Neuro-symbolic Reasoning with LLM-Grounded Interpretations Paper • 2507.09751 • Published Jul 13, 2025 • 2
Unlocking the Potential of Generative AI through Neuro-Symbolic Architectures: Benefits and Limitations Paper • 2502.11269 • Published Feb 16, 2025 • 1
The Road to Generalizable Neuro-Symbolic Learning Should be Paved with Foundation Models Paper • 2505.24874 • Published May 30, 2025 • 1
HyDRA: A Hybrid-Driven Reasoning Architecture for Verifiable Knowledge Graphs Paper • 2507.15917 • Published Jul 21, 2025
VERUS-LM: a Versatile Framework for Combining LLMs with Symbolic Reasoning Paper • 2501.14540 • Published Jan 24, 2025 • 4
Thinking Beyond Tokens: From Brain-Inspired Intelligence to Cognitive Foundations for Artificial General Intelligence and its Societal Impact Paper • 2507.00951 • Published Jul 1, 2025 • 24
Follow the Flow: Fine-grained Flowchart Attribution with Neurosymbolic Agents Paper • 2506.01344 • Published Jun 2, 2025 • 6
WALL-E 2.0: World Alignment by NeuroSymbolic Learning improves World Model-based LLM Agents Paper • 2504.15785 • Published Apr 22, 2025 • 22
Improving Rule-based Reasoning in LLMs using Neurosymbolic Representations Paper • 2502.01657 • Published Jan 31, 2025 • 4
A DbC Inspired Neurosymbolic Layer for Trustworthy Agent Design Paper • 2508.03665 • Published Aug 5, 2025 • 1
Enumerate-Conjecture-Prove: Formally Solving Answer-Construction Problems in Math Competitions Paper • 2505.18492 • Published May 24, 2025
ReTool: Reinforcement Learning for Strategic Tool Use in LLMs Paper • 2504.11536 • Published Apr 15, 2025 • 63
Agentic Neural Networks: Self-Evolving Multi-Agent Systems via Textual Backpropagation Paper • 2506.09046 • Published Jun 10, 2025 • 1
Reviving DSP for Advanced Theorem Proving in the Era of Reasoning Models Paper • 2506.11487 • Published Jun 13, 2025 • 3
Hierarchical Planning for Complex Tasks with Knowledge Graph-RAG and Symbolic Verification Paper • 2504.04578 • Published Apr 6, 2025 • 1
OmniReflect: Discovering Transferable Constitutions for LLM agents via Neuro-Symbolic Reflections Paper • 2506.17449 • Published Jun 20, 2025 • 2