chain-of-thought prompting

A²Flow: Automating Agentic Workflow Generation via Self-Adaptive Abstraction Operators AAAI 2026 Aligning Paralinguistic Understanding and Generation in Speech LLMs via Multi-Task Reinforcement Learning EACL 2026 ARCHE: A Novel Task to Evaluate LLMs on Latent Reasoning Chain Extraction AAAI 2026 Are they lovers or friends? Evaluating LLMs’ Social Reasoning in English and Korean Dialogues ACL 2026 AURORA: Augmented Understanding via Structured Reasoning and Reinforcement Learning for Reference Audio-Visual Segmentation AAAI 2026 CausalMinds at SemEval-2026 Task 12: Simple Fine-Tuning with Option Shuffling Outperforms Complex Pipelines for Abductive Event Reasoning SemEval 2026 Chain-of-Thought Degrades Visual Spatial Reasoning Capabilities of Multimodal LLMs ACL 2026 COGNAC at SemEval-2026 Task 4: Evaluating Narrative Components with LLMs for Hard Story Similarity Cases SemEval 2026 COGNAC at SemEval-2026 Task 5: LLM Ensembles for Human-Level Word Sense Plausibility Rating in Challenging Narratives SemEval 2026 Does Self-Consistency Improve the Recall of Encyclopedic Knowledge? ACL 2026 Enhancing Online Recruitment with Category-Aware MoE and LLM-based Data Augmentation ACL 2026 Expert-Guided Prompting and Retrieval-Augmented Generation for Emergency Medical Service Question Answering AAAI 2026 Exploring Selective Avoidance for Online User Behavior Analysis: A Forest of Thought Explanation AAAI 2026 FROST: Factual Reasoning via Optimized Stochastic Trajectories in Large Language Models during Inference ACL 2026 HouseTune: Two-Stage Floorplan Generation with LLM Assistance AAAI 2026 Intention Chain-of-Thought Prompting with Dynamic Routing for Code Generation AAAI 2026 ITUNLP at MWE-2026 AdMIRe 2: A Zero-Shot LLM Pipeline for Multimodal Idiom Understanding and Ranking EACL 2026 Knowing the Facts but Choosing the Shortcut: Understanding How Large Language Models Compare Entities EACL 2026 LOGICAL-COMMONSENSEQA: A Benchmark for Logical Commonsense Reasoning ACL 2026 Paradise at SemEval-2026 Task 12: Leveraging Instruction-Tuned Large Language Models with Chain-of-Thought Prompting for Abductive Event Reasoning SemEval 2026 RotBench: Evaluating Multi-modal Large Language Models on Identifying Image Rotation EACL 2026 Run, Ruminate, and Regulate: A Dual-process Thinking System for Vision-and-Language Navigation AAAI 2026 SemEval-2026 Task 6: CLARITY – Unmasking Political Question Evasions SemEval 2026 SMARTTalk: Teaching SMART Logs to Talk to LLMs OSDI 2026 Talk, Snap, Complain: Validation-Aware Multimodal Expert Framework for Fine-Grained Customer Grievances AAAI 2026