reasoning task

Don’t Judge a Book by its Cover: Testing LLMs’ Robustness Under Logical Obfuscation EACL 2026 FusionFlow: Enabling Deep Structural Exploration for Automated Agentic Workflow Generation ACL 2026 Key Decision-Makers in Multi-Agent Debates: Who Holds the Power? AAAI 2026 ACPBench: Reasoning About Action, Change, and Planning AAAI 2025 An Analysis for Reasoning Bias of Language Models with Small Initialization ICML 2025 Assessing Dialect Fairness and Robustness of Large Language Models in Reasoning Tasks ACL 2025 Automated Creation of Reusable and Diverse Toolsets for Enhancing LLM Reasoning AAAI 2025 CDW-CoT: Clustered Distance-Weighted Chain-of-Thoughts Reasoning AAAI 2025 Dipper: Diversity in Prompts for Producing Large Language Model Ensembles in Reasoning Tasks EMNLP 2025 Eliciting Causal Abilities in Large Language Models for Reasoning Tasks AAAI 2025 Improving Complex Reasoning with Dynamic Prompt Corruption: A Soft Prompt Optimization Approach ICLR 2025 Improving Consistency in LLM Inference using Probabilistic Tokenization NAACL 2025 InfoPO: On Mutual Information Maximization for Large Language Model Alignment NAACL 2025 Is Large Language Model Performance on Reasoning Tasks Impacted by Different Ways Questions Are Asked? ACL 2025 MMAU: A Holistic Benchmark of Agent Capabilities Across Diverse Domains NAACL 2025 Pandora’s Box or Aladdin’s Lamp: A Comprehensive Analysis Revealing the Role of RAG Noise in Large Language Models ACL 2025 Reasoning for Translation: Comparative Analysis of Chain-of-Thought and Tree-of-Thought Prompting for LLM Translation ACL 2025 Relevant or Random: Can LLMs Truly Perform Analogical Reasoning? ACL 2025 ReSo: A Reward-driven Self-organizing LLM-based Multi-Agent System for Reasoning Tasks EMNLP 2025 RMath: A Logic Reasoning-Focused Datasets Toward Mathematical Multistep Reasoning Tasks AAAI 2025 Rubrik’s Cube: Testing a New Rubric for Evaluating Explanations on the CUBE dataset ACL 2025 Spatial Reasoning with Denoising Models ICML 2025 TaiwanVQA: A Benchmark for Visual Question Answering for Taiwanese Daily Life COLING 2025 Uncertainty-Aware Iterative Preference Optimization for Enhanced LLM Reasoning ACL 2025 Why Prompt Design Matters and Works: A Complexity Analysis of Prompt Search Space in LLMs ACL 2025