Reasoning

Exploiting Symmetries in MUS Computation AAAI 2025 Exploring Backward Reasoning in Large Language Models NAACL 2025 Exploring Deductive and Inductive Reasoning Capabilities of Large Language Models in Procedural Planning EMNLP 2025 Exploring Multi-Modal Data with Tool-Augmented LLM Agents for Precise Causal Discovery ACL 2025 Exploring task formulation strategies to evaluate the coherence of classroom discussions with GPT-4o ACL 2025 Exploring the Limitations of Mamba in COPY and CoT Reasoning EMNLP 2025 Exposing the Achilles’ Heel: Evaluating LLMs Ability to Handle Mistakes in Mathematical Reasoning ACL 2025 Express What You See: Can Multimodal LLMs Decode Visual Ciphers with Intuitive Semiosis Comprehension? ACL 2025 Extracting Military Event Temporal Relations via Relative Event Time Prediction and Virtual Adversarial Training NAACL 2025 Extracting Visual Plans from Unlabeled Videos via Symbolic Guidance CoRL 2025 Facilitating Long Context Understanding via Supervised Chain-of-Thought Reasoning EMNLP 2025 FACT: Examining the Effectiveness of Iterative Context Rewriting for Multi-fact Retrieval NAACL 2025 Fail2Progress: Learning from Real-World Robot Failures with Stein Variational Inference CoRL 2025 Faithful and Robust LLM-Driven Theorem Proving for NLI Explanations ACL 2025 Fast Computing of Dung Semantics in Acyclic Probabilistic Argumentation Frameworks AAAI 2025 FastMCTS: A Simple Sampling Strategy for Data Synthesis ACL 2025 Fast Think-on-Graph: Wider, Deeper and Faster Reasoning of Large Language Model on Knowledge Graph AAAI 2025 Few-Shot Neuro-Symbolic Imitation Learning for Long-Horizon Planning and Acting CoRL 2025 FGeo-HyperGNet: Geometric Problem Solving Integrating FormalGeo Symbolic System and Hypergraph Neural Network IJCAI 2025 FinanceReasoning: Benchmarking Financial Numerical Reasoning More Credible, Comprehensive and Challenging ACL 2025 FIND: A Framework for Discovering Formulas in Data AAAI 2025 Fin-DBQA Shared-task: Database Querying and Reasoning COLING 2025 FineReason: Evaluating and Improving LLMs’ Deliberate Reasoning through Reflective Puzzle Solving ACL 2025 FinHEAR: Human Expertise and Adaptive Risk-Aware Temporal Reasoning for Financial Decision-Making EMNLP 2025 FirePlace: Geometric Refinements of LLM Common Sense Reasoning for 3D Object Placement CVPR 2025