zero-shot reasoning

Persona Switch: Mixing Distinct Perspectives in Decoding Time EACL 2026 TRN-R1-Zero: Text-rich Network Reasoning via LLMs with Reinforcement Learning Only ACL 2026 Advancing Reasoning with Off-the-Shelf LLMs: A Semantic Structure Perspective EMNLP 2025 AnRe: Analogical Replay for Temporal Knowledge Graph Forecasting ACL 2025 Beyond Task-Specific Reasoning: A Unified Conditional Generative Framework for Abstract Visual Reasoning ICML 2025 CognTKE: A Cognitive Temporal Knowledge Extrapolation Framework AAAI 2025 Diverge to Induce Prompting: Multi-Rationale Induction for Zero-Shot Reasoning IJCNLP 2025 HLMTrans: A Sim-to-Real Transfer Framework for Spatial Crowdsourcing with Human-Guided Language Models IJCAI 2025 LightPROF: A Lightweight Reasoning Framework for Large Language Model on Knowledge Graph AAAI 2025 LLMs are not Zero-Shot Reasoners for Biomedical Information Extraction NAACL 2025 MEXA: Towards General Multimodal Reasoning with Dynamic Multi-Expert Aggregation EMNLP 2025 Persona is a Double-Edged Sword: Rethinking the Impact of Role-play Prompts in Zero-shot Reasoning Tasks IJCNLP 2025 SEMMA: A Semantic Aware Knowledge Graph Foundation Model EMNLP 2025 WisPerMed @ PerAnsSumm 2025: Strong Reasoning Through Structured Prompting and Careful Answer Selection Enhances Perspective Extraction and Summarization of Healthcare Forum Threads NAACL 2025 A Foundation Model for Zero-shot Logical Query Reasoning NeurIPS 2024 Agent Instructs Large Language Models to be General Zero-Shot Reasoners ICML 2024 AutoCAP: Towards Automatic Cross-lingual Alignment Planning for Zero-shot Chain-of-Thought ACL 2024 Better Zero-Shot Reasoning with Role-Play Prompting NAACL 2024 Code Models are Zero-shot Precondition Reasoners NAACL 2024 Do large language models and humans have similar behaviours in causal inference with script knowledge? NAACL 2024 Instance-adaptive Zero-shot Chain-of-Thought Prompting NeurIPS 2024 Language Models Still Struggle to Zero-shot Reason about Time Series EMNLP 2024 Learning by Correction: Efficient Tuning Task for Zero-Shot Generative Vision-Language Reasoning CVPR 2024 LLM as Prompter: Low-resource Inductive Reasoning on Arbitrary Knowledge Graphs ACL 2024 Measuring and Improving Chain-of-Thought Reasoning in Vision-Language Models NAACL 2024