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Glass-Box Arbitrators: An Explainable Neuro-Symbolic AI Framework for International Commercial Arbitration Proceedings
David Scott Lewis, Haley Yi
- Published: 28 Dec 2025, Last Modified: 08 Mar 2026
- AAAI 2026 Bridge LMReasoning
- Readers: Everyone
Operationalising Ethical Principles in Planning with Large Language Models
Tammy Zhong, Yang Song, Maurice Pagnucco
- Published: 28 Dec 2025, Last Modified: 08 Mar 2026
- AAAI 2026 Bridge LMReasoning
- Readers: Everyone
Conversation as Belief Revision: GreedySAT Revision for Global Logical Consistency in Multi-Turn LLM Dialogues
Sanjan Baitalik, Rajashik Datta, Amit Kumar Das, Sruti Das Choudhury
- Published: 28 Dec 2025, Last Modified: 08 Mar 2026
- AAAI 2026 Bridge LMReasoning
- Readers: Everyone
PlantPhenoLM: Phenotype-Genotype Mapping Inference with Multi-Turn LLM Reasoning and Selective Prediction
Rajashik Datta, Sanjan Baitalik, Amit Kumar Das, Sruti Das Choudhury
- Published: 28 Dec 2025, Last Modified: 08 Mar 2026
- AAAI 2026 Bridge LMReasoning
- Readers: Everyone
ChaosBench-Logic: A Benchmark for Logical and Symbolic Reasoning on Chaotic Dynamical Systems
Noel Thomas
- Published: 28 Dec 2025, Last Modified: 08 Mar 2026
- AAAI 2026 Bridge LMReasoning
- Readers: Everyone
From Logical Mismatch to Logical Alignment: The Integration of the Logic of Evidential Reasoning and the Logic of Multi-Agent Collaboration Framework
Jiawen Zhang, Jinze Sang, Chenggong Zhao, Juan Li, Jianzhong Shi
- Published: 28 Dec 2025, Last Modified: 08 Mar 2026
- AAAI 2026 Bridge LMReasoning
- Readers: Everyone
Tracing and Correcting Programs: Critic-Guided Synthesis for Visual Reasoning
Marha Midhatiey Rusli, Donghyeon Shin, Sejin Kim, Sundong Kim
- Published: 28 Dec 2025, Last Modified: 08 Mar 2026
- AAAI 2026 Bridge LMReasoning Oral
- Readers: Everyone
Project Aletheia: Verifier-Guided Distillation of Backtracking for Small Language Models
Aradhya Dixit, Tianxi Liang, Jai Telang
- Published: 28 Dec 2025, Last Modified: 08 Mar 2026
- AAAI 2026 Bridge LMReasoning
- Readers: Everyone
Semantic Event Graphs for Long-Form Video Question Answering
Aradhya Dixit, Tianxi Liang
- Published: 28 Dec 2025, Last Modified: 08 Mar 2026
- AAAI 2026 Bridge LMReasoning
- Readers: Everyone
Catch Me If You Can: How Smaller Reasoning Models Pretend to Reason with Mathematical Fidelity
Subramanyam Sahoo, Vinija Jain, Saanidhya Vats, Siddharth Mohapatra, Rui Min, Aman Chadha, Divya Chaudhary
- Published: 28 Dec 2025, Last Modified: 08 Mar 2026
- AAAI 2026 Bridge LMReasoning
- Readers: Everyone
TableNet: A Large-Scale Table Dataset with LLM-Powered Autonomous Generation
Ruilin Zhang, Kai Yang
- Published: 28 Dec 2025, Last Modified: 08 Mar 2026
- AAAI 2026 Bridge LMReasoning
- Readers: Everyone
AgentSHAP: Interpreting LLM Agent Tool Importance with Monte Carlo Shapley Value Estimation
Miriam Horovicz
- Published: 28 Dec 2025, Last Modified: 08 Mar 2026
- AAAI 2026 Bridge LMReasoning
- Readers: Everyone
SOKRATES: Distilling Symbolic Knowledge into Option-Level Reasoning via Solver-Guided Preference Optimization
Zhaoxiang Feng, David Scott Lewis
- Published: 28 Dec 2025, Last Modified: 08 Mar 2026
- AAAI 2026 Bridge LMReasoning
- Readers: Everyone
Cross-Domain Analogical Reasoning via Structural Logic Transfer in Multi-Agent Scientific Discovery Systems
Panos Skouras
- Published: 28 Dec 2025, Last Modified: 08 Mar 2026
- AAAI 2026 Bridge LMReasoning
- Readers: Everyone
Graph of Thoughts Nanobiomaterials Assistants: Towards Logical, Tool-Augmented, and Multi-Agent Reasoning in Scientific LLMs
Xianghang Peng, David Scott Lewis
- Published: 28 Dec 2025, Last Modified: 08 Mar 2026
- AAAI 2026 Bridge LMReasoning
- Readers: Everyone
Incentive-Compatible Truthfulness: Engineering Rationality in Adversarial LLM Consensus via Reinforcement Learning from Market Signals (RLMS)
Matias Zabaljauregui
- Published: 28 Dec 2025, Last Modified: 08 Mar 2026
- AAAI 2026 Bridge LMReasoning
- Readers: Everyone
CAPE: Capability Achievement via Policy Execution
David Ball
- Published: 28 Dec 2025, Last Modified: 08 Mar 2026
- AAAI 2026 Bridge LMReasoning
- Readers: Everyone
Finding Consensus from AI Alignment Studies: A Short Survey
Sushma Anand Akoju
- Published: 28 Dec 2025, Last Modified: 08 Mar 2026
- AAAI 2026 Bridge LMReasoning
- Readers: Everyone
Reinforcement Learning for Reasoning in Small LLMs: What Works and What Doesn’t
Quy-Anh Dang, Chris Ngo
- Published: 28 Dec 2025, Last Modified: 08 Mar 2026
- AAAI 2026 Bridge LMReasoning
- Readers: Everyone
VERDICT: Unveiling the Capability Threshold in Multi-Agent Logical Reasoning
Jasper T
- Published: 28 Dec 2025, Last Modified: 08 Mar 2026
- AAAI 2026 Bridge LMReasoning
- Readers: Everyone
Neuro-Symbolic AI for Alzheimer's Disease: Physics-Informed Biomarker Prediction and Verifiable Intervention Planning
David Scott Lewis, Enrique Zueco
- Published: 28 Dec 2025, Last Modified: 08 Mar 2026
- AAAI 2026 Bridge LMReasoning Oral
- Readers: Everyone
Understanding Syllogistic Reasoning in LLMs from Formal and Natural Language Perspectives
Aheli Poddar, Saptarshi Sahoo, Sujata Ghosh
- Published: 28 Dec 2025, Last Modified: 08 Mar 2026
- AAAI 2026 Bridge LMReasoning
- Readers: Everyone
Neuro-Symbolic Resolution of Recommendation Conflicts in Multimorbidity Clinical Guidelines
Shiyao Xie
- Published: 28 Dec 2025, Last Modified: 08 Mar 2026
- AAAI 2026 Bridge LMReasoning
- Readers: Everyone
Integrating Reflective Equilibrium and Structured Argumentation: A Logical Approach to Norm Identification
Tianwen Xu, Jieting Luo
- Published: 28 Dec 2025, Last Modified: 08 Mar 2026
- AAAI 2026 Bridge LMReasoning
- Readers: Everyone
Hierarchical Multi-Agent Orchestration for Enhanced Logical Reasoning in Large Language Models
Naina Chaturvedi, Ananda Gunawardena
- Published: 28 Dec 2025, Last Modified: 08 Mar 2026
- AAAI 2026 Bridge LMReasoning
- Readers: Everyone

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