logical reasoning

Lexical Recall or Logical Reasoning: Probing the Limits of Reasoning Abilities in Large Language Models ACL 2025 Logical DA: Enhancing Data Augmentation for Logical Reasoning via a Multi-Agent System ACL 2025 Logical forms complement probability in understanding language model (and human) performance ACL 2025 Logical Reasoning with Outcome Reward Models for Test-Time Scaling EMNLP 2025 Logical Table-to-Text Generation: Challenges, Methods, and Reasoning IJCNLP 2025 Logic Distillation: Learning from Code Function by Function for Decision-making Tasks IJCAI 2025 LogicGame: Benchmarking Rule-Based Reasoning Abilities of Large Language Models ACL 2025 Logic-of-Thought: Injecting Logic into Contexts for Full Reasoning in Large Language Models NAACL 2025 LogicPro: Improving Complex Logical Reasoning via Program-Guided Learning ACL 2025 Logic-Regularized Verifier Elicits Reasoning from LLMs ACL 2025 Logic-Thinker: Teaching Large Language Models to Think more Logically. EMNLP 2025 LogicTree: Structured Proof Exploration for Coherent and Rigorous Logical Reasoning with Large Language Models EMNLP 2025 LogiGraph: Logical Reasoning with Contrastive Learning and Lightweight Graph Networks COLING 2025 LTRAG: Enhancing Autoformalization and Self-refinement for Logical Reasoning with Thought-Guided RAG ACL 2025 MedEx: Enhancing Medical Question-Answering with First-Order Logic based Reasoning and Knowledge Injection COLING 2025 MultiLogicNMR(er): A Benchmark and Neural-Symbolic Framework for Non-monotonic Reasoning with Multiple Extensions EMNLP 2025 On Memorization of Large Language Models in Logical Reasoning IJCNLP 2025 Order Doesn’t Matter, But Reasoning Does: Training LLMs with Order-Centric Augmentation EMNLP 2025 PlanningArena: A Modular Benchmark for Multidimensional Evaluation of Planning and Tool Learning ACL 2025 Probing Logical Reasoning of MLLMs in Scientific Diagrams EMNLP 2025 Program Synthesis Benchmark for Visual Programming in XLogoOnline Environment ACL 2025 Quantifying Logical Consistency in Transformers via Query-Key Alignment EMNLP 2025 Quantized but Deceptive? A Multi-Dimensional Truthfulness Evaluation of Quantized LLMs EMNLP 2025 Reasoning is All You Need for Video Generalization: A Counterfactual Benchmark with Sub-question Evaluation ACL 2025 Reasoning Knowledge Filter for Logical Table-to-Text Generation COLING 2025