structured reasoning

AgentCDM: Enhancing Multi-Agent Collaborative Decision-Making via ACH-Inspired Structured Reasoning AAAI 2026 AI4PC-Howard University at SemEval-2026 Task 5: Calibrated Hybrid Ensembling and Retrieval-Augmented LLM Reasoning for Narrative Word-Sense Plausibility SemEval 2026 AMS-IO-Bench and AMS-IO-Agent: Benchmarking and Structured Reasoning for Analog and Mixed-Signal Integrated Circuit Input/Output Design AAAI 2026 Closing the Spatial Execution Gap in Digital Whiteboards via Verifiable Reinforcement Learning ACL 2026 EA-Agent: A Structured Multi-Step Reasoning Agent for Entity Alignment ACL 2026 From Query to Counsel: Structured Reasoning with a Multi-Agent Framework and Dataset for Legal Consultation ACL 2026 From Sentences to Proof Trees: Leveraging Language Models for Structured Reasoning EACL 2026 GUIDE: Towards Scalable Advising for Research Ideas ACL 2026 Re-Align: Structured Reasoning-guided Alignment for In-Context Image Generation and Editing CVPR 2026 SIRAJ: Diverse and Efficient Red-Teaming for LLM Agents via Distilled Structured Reasoning EACL 2026 StoryCoder: Narrative Reformulation for Structured Reasoning in LLM Code Generation ACL 2026 VoxMind: An End-to-End Agentic Spoken Dialogue System ACL 2026 Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction ICML 2025 Code to Think, Think to Code: A Survey on Code-Enhanced Reasoning and Reasoning-Driven Code Intelligence in LLMs EMNLP 2025 DDxTutor: Clinical Reasoning Tutoring System with Differential Diagnosis-Based Structured Reasoning ACL 2025 DICE: Structured Reasoning in LLMs through SLM-Guided Chain-of-Thought Correction EMNLP 2025 Emergent Wisdom at BEA 2025 Shared Task: From Lexical Understanding to Reflective Reasoning for Pedagogical Ability Assessment ACL 2025 From Implicit Exploration to Structured Reasoning: Guideline and Refinement for LLMs EMNLP 2025 Improving Large Language Models Function Calling and Interpretability via Guided-Structured Templates EMNLP 2025 LLMs as Planning Formalizers: A Survey for Leveraging Large Language Models to Construct Automated Planning Models ACL 2025 LLMSR@XLLM25: A Language Model-Based Pipeline for Structured Reasoning Data Construction ACL 2025 LLMSR@XLLM25: Less is More: Enhancing Structured Multi-Agent Reasoning via Quality-Guided Distillation ACL 2025 Natural Logic at the Core: Dynamic Rewards for Entailment Tree Generation ACL 2025 No Universal Prompt: Unifying Reasoning through Adaptive Prompting for Temporal Table Reasoning. IJCNLP 2025 SANCTUARY: An Efficient Evidence-based Automated Fact Checking System ACL 2025