Cover Image

Reasoning-Oriented and Analogy-Based Methods for Locating and Editing in Zero-Shot Event-Relational Reasoning

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Tang, Jingyao, Li, Lishuang, Mi, Liteng, Wu, Haiming, Lu, Hongbin
Format:	Preprint
Published:	2025
Subjects:	Computation and Language Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Stance Reasoner: Zero-Shot Stance Detection on Social Media with Explicit Reasoning
by: Taranukhin, Maksym, et al.
Published: (2024)

LLMs are not Zero-Shot Reasoners for Biomedical Information Extraction
by: Nagar, Aishik, et al.
Published: (2024)

Diverge to Induce Prompting: Multi-Rationale Induction for Zero-Shot Reasoning
by: Chen, Po-Chun, et al.
Published: (2026)

Towards Zero-Shot & Explainable Video Description by Reasoning over Graphs of Events in Space and Time
by: Masala, Mihai, et al.
Published: (2025)

Flex-Judge: Text-Only Reasoning Unleashes Zero-Shot Multimodal Evaluators
by: Ko, Jongwoo, et al.
Published: (2025)

R-Zero: Self-Evolving Reasoning LLM from Zero Data
by: Huang, Chengsong, et al.
Published: (2025)

Large Language Models are Zero-Shot Next Location Predictors
by: Beneduce, Ciro, et al.
Published: (2024)

Reframing Tax Law Entailment as Analogical Reasoning
by: Zou, Xinrui, et al.
Published: (2024)

AutoReason: Automatic Few-Shot Reasoning Decomposition
by: Sevinc, Arda, et al.
Published: (2024)

Enhancing Zero-Shot Chain-of-Thought Reasoning in Large Language Models through Logic
by: Zhao, Xufeng, et al.
Published: (2023)

DeFine: Decision-Making with Analogical Reasoning over Factor Profiles
by: Hu, Yebowen, et al.
Published: (2024)

Rank-and-Reason: Multi-Agent Collaboration Accelerates Zero-Shot Protein Mutation Prediction
by: Tan, Yang, et al.
Published: (2026)

ReasoningGuard: Safeguarding Large Reasoning Models with Inference-time Safety Aha Moments
by: Wang, Yuquan, et al.
Published: (2025)

MetaLadder: Ascending Mathematical Solution Quality via Analogical-Problem Reasoning Transfer
by: Lin, Honglin, et al.
Published: (2025)

ANALOGYKB: Unlocking Analogical Reasoning of Language Models with A Million-scale Knowledge Base
by: Yuan, Siyu, et al.
Published: (2023)

Agent Instructs Large Language Models to be General Zero-Shot Reasoners
by: Crispino, Nicholas, et al.
Published: (2023)

Zero, Finite, and Infinite Belief History of Theory of Mind Reasoning in Large Language Models
by: Tang, Weizhi, et al.
Published: (2024)

Multimodal LLMs Can Reason about Aesthetics in Zero-Shot
by: Jiang, Ruixiang, et al.
Published: (2025)

Fusion Makes Perfection: An Efficient Multi-Grained Matching Approach for Zero-Shot Relation Extraction
by: Li, Shilong, et al.
Published: (2024)

BoostTaxo: Zero-Shot Taxonomy Induction via Boosting-Style Agentic Reasoning and Constraint-Aware Calibration
by: Ling, Yancheng, et al.
Published: (2026)

MedAgents: Large Language Models as Collaborators for Zero-shot Medical Reasoning
by: Tang, Xiangru, et al.
Published: (2023)

Reasons and Solutions for the Decline in Model Performance after Editing
by: Huang, Xiusheng, et al.
Published: (2024)

Decoupling Reasoning and Knowledge Injection for In-Context Knowledge Editing
by: Wang, Changyue, et al.
Published: (2025)

Event-level Knowledge Editing
by: Peng, Hao, et al.
Published: (2024)

Thought Propagation: An Analogical Approach to Complex Reasoning with Large Language Models
by: Yu, Junchi, et al.
Published: (2023)

Enhancing Structural Mapping with LLM-derived Abstractions for Analogical Reasoning in Narratives
by: Khojasteh, Mohammadhossein, et al.
Published: (2026)

Extracting Events Like Code: A Multi-Agent Programming Framework for Zero-Shot Event Extraction
by: Guo, Quanjiang, et al.
Published: (2025)

Online Difficulty Filtering for Reasoning Oriented Reinforcement Learning
by: Bae, Sanghwan, et al.
Published: (2025)

Absolute Zero: Reinforced Self-play Reasoning with Zero Data
by: Zhao, Andrew, et al.
Published: (2025)

Exploring Prompt-Based Methods for Zero-Shot Hypernym Prediction with Large Language Models
by: Tikhomirov, Mikhail, et al.
Published: (2024)

Zero-Shot Commonsense Validation and Reasoning with Large Language Models: An Evaluation on SemEval-2020 Task 4 Dataset
by: Alfugaha, Rawand, et al.
Published: (2025)

ETCHR: Editing To Clarify and Harness Reasoning
by: Zhang, Beichen, et al.
Published: (2026)

Are Video Models Ready as Zero-Shot Reasoners? An Empirical Study with the MME-CoF Benchmark
by: Guo, Ziyu, et al.
Published: (2025)

MedReason: Eliciting Factual Medical Reasoning Steps in LLMs via Knowledge Graphs
by: Wu, Juncheng, et al.
Published: (2025)

Using Counterfactual Tasks to Evaluate the Generality of Analogical Reasoning in Large Language Models
by: Lewis, Martha, et al.
Published: (2024)

Outdated Issue Aware Decoding for Reasoning Questions on Edited Knowledge
by: Sun, Zengkui, et al.
Published: (2024)

Reasoning Court: Combining Reasoning, Action, and Judgment for Multi-Hop Reasoning
by: Wu, Jingtian, et al.
Published: (2025)

Unlocking LLM Creativity in Science through Analogical Reasoning
by: Shen, Andrew, et al.
Published: (2026)

Evaluating the Robustness of Analogical Reasoning in Large Language Models
by: Lewis, Martha, et al.
Published: (2024)

LLMs for Relational Reasoning: How Far are We?
by: Li, Zhiming, et al.
Published: (2024)