Cover Image

Evaluating Relational Reasoning in LLMs with REL

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Fesser, Lukas, Ektefaie, Yasha, Fang, Ada, Kakade, Sham M., Zitnik, Marinka
Format:	Preprint
Published:	2026
Subjects:	Artificial Intelligence I.2.7
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

RomanLens: The Role Of Latent Romanization In Multilinguality In LLMs
by: Saji, Alan, et al.
Published: (2025)

An Investigation of Neuron Activation as a Unified Lens to Explain Chain-of-Thought Eliciting Arithmetic Reasoning of LLMs
by: Rai, Daking, et al.
Published: (2024)

AI Predicts AGI: Leveraging AGI Forecasting and Peer Review to Explore LLMs' Complex Reasoning Capabilities
by: Davide, Fabrizio, et al.
Published: (2024)

KACE: Knowledge-Adaptive Context Engineering for Mathematical Reasoning
by: Parashar, Jayant, et al.
Published: (2026)

Reasoning-Based AI for Startup Evaluation (R.A.I.S.E.): A Memory-Augmented, Multi-Step Decision Framework
by: Preuveneers, Jack, et al.
Published: (2025)

From Benchmarking to Reasoning: A Dual-Aspect, Large-Scale Evaluation of LLMs on Vietnamese Legal Text
by: Le, Van-Truong
Published: (2026)

Can LLMs Do Rocket Science? Exploring the Limits of Complex Reasoning with GTOC 12
by: del Campo, Iñaki, et al.
Published: (2026)

How LLMs Are Persuaded: A Few Attention Heads, Rerouted
by: Sun, Xiangkun, et al.
Published: (2026)

LLMs are Capable of Misaligned Behavior Under Explicit Prohibition and Surveillance
by: Ivanov, Igor
Published: (2025)

How Clued up are LLMs? Evaluating Multi-Step Deductive Reasoning in a Text-Based Game Environment
by: Ansell, Rebecca, et al.
Published: (2026)

PersistBench: When Should Long-Term Memories Be Forgotten by LLMs?
by: Pulipaka, Sidharth, et al.
Published: (2026)

RAudit: A Blind Auditing Protocol for Large Language Model Reasoning
by: Chang, Edward Y., et al.
Published: (2026)

From Extraction to Synthesis: Entangled Heuristics for Agent-Augmented Strategic Reasoning
by: Ghisellini, Renato, et al.
Published: (2025)

Do Language Models Mirror Human Confidence? Exploring Psychological Insights to Address Overconfidence in LLMs
by: Xu, Chenjun, et al.
Published: (2025)

Understanding LLM Evaluator Behavior: A Structured Multi-Evaluator Framework for Merchant Risk Assessment
by: Wang, Liang, et al.
Published: (2026)

Text-Based Approaches to Item Difficulty Modeling in Large-Scale Assessments: A Systematic Review
by: Peters, Sydney, et al.
Published: (2025)

Measuring Reasoning Utility in LLMs via Conditional Entropy Reduction
by: Guo, Xu
Published: (2025)

MapAgent: A Hierarchical Agent for Geospatial Reasoning with Dynamic Map Tool Integration
by: Hasan, Md Hasebul, et al.
Published: (2025)

The Unified Cognitive Consciousness Theory for Language Models: Anchoring Semantics, Thresholds of Activation, and Emergent Reasoning
by: Chang, Edward Y., et al.
Published: (2025)

Universal Adversarial Attack on Aligned Multimodal LLMs
by: Rahmatullaev, Temurbek, et al.
Published: (2025)

Evaluating the Efficacy of Hybrid Deep Learning Models in Distinguishing AI-Generated Text
by: Oketunji, Abiodun Finbarrs
Published: (2023)

UA-Legal-Bench: A Benchmark for Evaluating Large Language Models on Ukrainian Legal Reasoning
by: Ovcharov, Volodymyr
Published: (2026)

Evaluating Steering Techniques using Human Similarity Judgments
by: Studdiford, Zach, et al.
Published: (2025)

Intrinsic Evaluation of RAG Systems for Deep-Logic Questions
by: Hu, Junyi, et al.
Published: (2024)

Evaluating LLM Metrics Through Real-World Capabilities
by: Miller, Justin K, et al.
Published: (2025)

Contextual Integrity in LLMs via Reasoning and Reinforcement Learning
by: Lan, Guangchen, et al.
Published: (2025)

CausalT5K: Diagnosing and Informing Refusal for Trustworthy Causal Reasoning of Skepticism, Sycophancy, Detection-Correction, and Rung Collapse
by: Geng, Longling, et al.
Published: (2026)

Overclocking LLM Reasoning: Monitoring and Controlling Thinking Path Lengths in LLMs
by: Eisenstadt, Roy, et al.
Published: (2025)

KisMATH: Do LLMs Have Knowledge of Implicit Structures in Mathematical Reasoning?
by: Saha, Soumadeep, et al.
Published: (2025)

Pareto-Optimized Open-Source LLMs for Healthcare via Context Retrieval
by: Bayarri-Planas, Jordi, et al.
Published: (2024)

Learning Software Bug Reports: A Systematic Literature Review
by: Long, Guoming, et al.
Published: (2025)

Adaptive Interviewing for Persona Simulation in LLMs: Evidence-Grounded Reasoning Improves Decision Alignment
by: Su, Ruoxi, et al.
Published: (2026)

Planning vs Reasoning: Ablations to Test Capabilities of LoRA layers
by: Redkar, Neel
Published: (2024)

BitCal-TTS: Bit-Calibrated Test-Time Scaling for Quantized Reasoning Models
by: Patarlapalli, Sai Babu, et al.
Published: (2026)

PhysNote: Self-Knowledge Notes for Evolvable Physical Reasoning in Vision-Language Model
by: Zhang, Sinin, et al.
Published: (2026)

Enigme: Generative Text Puzzles for Evaluating Reasoning in Language Models
by: Hawkins, John
Published: (2025)

OpenFactCheck: A Unified Framework for Factuality Evaluation of LLMs
by: Iqbal, Hasan, et al.
Published: (2024)

ToolWeaver: Weaving Collaborative Semantics for Scalable Tool Use in Large Language Models
by: Fang, Bowen, et al.
Published: (2026)

Random Scaling of Emergent Capabilities
by: Zhao, Rosie, et al.
Published: (2025)

Evaluating Class Membership Relations in Knowledge Graphs using Large Language Models
by: Allen, Bradley P., et al.
Published: (2024)