Reasoning

Argus: Vision-Centric Reasoning with Grounded Chain-of-Thought CVPR 2025 ARise: Towards Knowledge-Augmented Reasoning via Risk-Adaptive Search ACL 2025 Aristotle: Mastering Logical Reasoning with A Logic-Complete Decompose-Search-Resolve Framework ACL 2025 ArithmAttack: Evaluating Robustness of LLMs to Noisy Context in Math Problem Solving ACL 2025 Artificial Kuramoto Oscillatory Neurons ICLR 2025 Artism: AI-Driven Dual-Engine System for Art Generation and Critique NeurIPS 2025 Ask-Before-Detection: Identifying and Mitigating Conformity Bias in LLM-Powered Error Detector for Math Word Problem Solutions ACL 2025 ASP Chef Chats with Large Language Models IJCAI 2025 Aspect-Based Opinion Summarization with Argumentation Schemes ACL 2025 Assessing Reliability and Political Bias In LLMs’ Judgements of Formal and Material Inferences With Partisan Conclusions ACL 2025 Assessing the Creativity of LLMs in Proposing Novel Solutions to Mathematical Problems AAAI 2025 Assessing the Limits of In-Context Learning beyond Functions using Partially Ordered Relation IJCNLP 2025 Assessing the Sensitivity and Alignment of FOL Closeness Metrics EMNLP 2025 Assimilation and Accommodation: Task-Adaptive Hierarchical Abstraction for Solving Web Tasks ACL 2025 A Theory of Formalisms for Representing Knowledge AAAI 2025 A Theory of Learning with Autoregressive Chain of Thought COLT 2025 A Theory of Response Sampling in LLMs: Part Descriptive and Part Prescriptive ACL 2025 Audio-Reasoner: Improving Reasoning Capability in Large Audio Language Models EMNLP 2025 Augmenting Multi-Agent Communication with State Delta Trajectory EMNLP 2025 AutoCT: Automating Interpretable Clinical Trial Prediction with LLM Agents EMNLP 2025 Autoformalization in the Wild: Assessing LLMs on Real-World Mathematical Definitions EMNLP 2025 Automated Creation of Reusable and Diverse Toolsets for Enhancing LLM Reasoning AAAI 2025 Automated Hypothesis Validation with Agentic Sequential Falsifications ICML 2025 Automated Proof of Polynomial Inequalities via Reinforcement Learning CVPR 2025 Automatic Selection of Macro-Events for Heuristic-Search Temporal Planning AAAI 2025