Image de couverture de livre

Diverge to Induce Prompting: Multi-Rationale Induction for Zero-Shot Reasoning

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Chen, Po-Chun, Huang, Hen-Hsen, Chen, Hsin-Hsi
Format:	Preprint
Publié:	2026
Sujets:	Computation and Language Artificial Intelligence
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

Strategy-Induct: Task-Level Strategy Induction for Instruction Generation
par: Chen, Po-Chun, et autres
Publié: (2026)

Unveiling Selection Biases: Exploring Order and Token Sensitivity in Large Language Models
par: Wei, Sheng-Lun, et autres
Publié: (2024)

Do Before You Judge: Self-Reference as a Pathway to Better LLM Evaluation
par: Lin, Wei-Hsiang, et autres
Publié: (2025)

No One Fits All: From Fixed Prompting to Learned Routing in Multilingual LLMs
par: Wu, Wei-Chi, et autres
Publié: (2026)

AR$^2$: Adversarial Reinforcement Learning for Abstract Reasoning in Large Language Models
par: Yeh, Cheng-Kai, et autres
Publié: (2025)

Co-Trained Retriever-Generator Framework for Question Generation in Earnings Calls
par: Juan, Yining, et autres
Publié: (2024)

Enhancing Text Annotation through Rationale-Driven Collaborative Few-Shot Prompting
par: Wu, Jianfei, et autres
Publié: (2024)

Personalized Graph-Empowered Large Language Model for Proactive Information Access
par: Chang, Chia Cheng, et autres
Publié: (2026)

Democratizing LLM Efficiency: From Hyperscale Optimizations to Universal Deployability
par: Huang, Hen-Hsen
Publié: (2025)

Pre-Finetuning with Impact Duration Awareness for Stock Movement Prediction
par: Chiu, Chr-Jr, et autres
Publié: (2024)

"Why" Has the Least Side Effect on Model Editing
par: Pan, Tsung-Hsuan, et autres
Publié: (2024)

Diagnosing Model Editing via Knowledge Spectrum
par: Pan, Tsung-Hsuan, et autres
Publié: (2025)

From Opinion Mining to Financial Argument Mining
par: Chen, Chung-Chi, et autres
Publié: (2021)

BoostTaxo: Zero-Shot Taxonomy Induction via Boosting-Style Agentic Reasoning and Constraint-Aware Calibration
par: Ling, Yancheng, et autres
Publié: (2026)

Large Language Models are Clinical Reasoners: Reasoning-Aware Diagnosis Framework with Prompt-Generated Rationales
par: Kwon, Taeyoon, et autres
Publié: (2023)

Reason2Decide: Rationale-Driven Multi-Task Learning
par: Hasan, H M Quamran, et autres
Publié: (2025)

Visual Lifelog Retrieval through Captioning-Enhanced Interpretation
par: Shih, Yu-Fei, et autres
Publié: (2025)

MARE: Multi-Aspect Rationale Extractor on Unsupervised Rationale Extraction
par: Jiang, Han, et autres
Publié: (2024)

Reasoning Pattern Matters: Learning to Reason without Human Rationales
par: Pang, Chaoxu, et autres
Publié: (2025)

Rationale-guided Prompting for Knowledge-based Visual Question Answering
par: Hu, Zhongjian, et autres
Publié: (2024)

Teach-to-Reason with Scoring: Self-Explainable Rationale-Driven Multi-Trait Essay Scoring
par: Do, Heejin, et autres
Publié: (2025)

PLHF: Prompt Optimization with Few-Shot Human Feedback
par: Yang, Chun-Pai, et autres
Publié: (2025)

Stance Reasoner: Zero-Shot Stance Detection on Social Media with Explicit Reasoning
par: Taranukhin, Maksym, et autres
Publié: (2024)

RATIONALYST: Mining Implicit Rationales for Process Supervision of Reasoning
par: Jiang, Dongwei, et autres
Publié: (2024)

Enhancing Investment Opinion Ranking through Argument-Based Sentiment Analysis
par: Chen, Chung-Chi, et autres
Publié: (2024)

Multimodal LLMs Can Reason about Aesthetics in Zero-Shot
par: Jiang, Ruixiang, et autres
Publié: (2025)

Beyond Known Facts: Generating Unseen Temporal Knowledge to Address Data Contamination in LLM Evaluation
par: Amalvy, Arthur, et autres
Publié: (2026)

Self-Prompting Large Language Models for Zero-Shot Open-Domain QA
par: Li, Junlong, et autres
Publié: (2022)

From Prediction to Justification: Aligning Sentiment Reasoning with Human Rationale via Reinforcement Learning
par: Zhang, Shihao, et autres
Publié: (2026)

Towards Efficient CoT Distillation: Self-Guided Rationale Selector for Better Performance with Fewer Rationales
par: Yan, Jianzhi, et autres
Publié: (2025)

DivScore: Zero-Shot Detection of LLM-Generated Text in Specialized Domains
par: Chen, Zhihui, et autres
Publié: (2025)

Rationale Behind Essay Scores: Enhancing S-LLM's Multi-Trait Essay Scoring with Rationale Generated by LLMs
par: Chu, SeongYeub, et autres
Publié: (2024)

Zero-Shot Continuous Prompt Transfer: Generalizing Task Semantics Across Language Models
par: Wu, Zijun, et autres
Publié: (2023)

Exploring Prompt-Based Methods for Zero-Shot Hypernym Prediction with Large Language Models
par: Tikhomirov, Mikhail, et autres
Publié: (2024)

Reasoning-Oriented and Analogy-Based Methods for Locating and Editing in Zero-Shot Event-Relational Reasoning
par: Tang, Jingyao, et autres
Publié: (2025)

Leveraging Zero-Shot Prompting for Efficient Language Model Distillation
par: Vöge, Lukas, et autres
Publié: (2024)

Flex-Judge: Text-Only Reasoning Unleashes Zero-Shot Multimodal Evaluators
par: Ko, Jongwoo, et autres
Publié: (2025)

Beyond Induction Heads: In-Context Meta Learning Induces Multi-Phase Circuit Emergence
par: Minegishi, Gouki, et autres
Publié: (2025)

Rank-and-Reason: Multi-Agent Collaboration Accelerates Zero-Shot Protein Mutation Prediction
par: Tan, Yang, et autres
Publié: (2026)

Measuring Algorithmic Partisanship via Zero-Shot Classification and Its Implications on Political Discourse
par: Chen, Nathan Junzi
Publié: (2025)