MIRAGE: Scaling Test-Time Inference with Parallel Graph-Retrieval-Augmented Reasoning Chains
Fuente:
arXiv
Saved in:
| Main Authors: | Wei, Kaiwen, Shan, Rui, Zou, Dongsheng, Yang, Jianzhong, Zhao, Bi, Zhu, Junnan, Zhong, Jiang |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
LLM-Assisted Formalization Enables Deterministic Detection of Statutory Inconsistency in the Internal Revenue Code
by: Yadamsuren, Borchuluun, et al.
Published: (2025)
by: Yadamsuren, Borchuluun, et al.
Published: (2025)
Rango: Adaptive Retrieval-Augmented Proving for Automated Software Verification
by: Thompson, Kyle, et al.
Published: (2024)
by: Thompson, Kyle, et al.
Published: (2024)
Enhancing Large Language Models through Neuro-Symbolic Integration and Ontological Reasoning
by: Vsevolodovna, Ruslan Idelfonso Magana, et al.
Published: (2025)
by: Vsevolodovna, Ruslan Idelfonso Magana, et al.
Published: (2025)
An Explainable Collaborative Dialogue System using a Theory of Mind
by: Cohen, Philip R., et al.
Published: (2023)
by: Cohen, Philip R., et al.
Published: (2023)
By Their Fruits You Will Know Them: Comparing Formalizations of Law by the Decisions They Encode
by: Vernie, Julius, et al.
Published: (2026)
by: Vernie, Julius, et al.
Published: (2026)
Mitigating LLM Hallucinations through Domain-Grounded Tiered Retrieval
by: Haque, Md. Asraful, et al.
Published: (2026)
by: Haque, Md. Asraful, et al.
Published: (2026)
GraphWalk: Enabling Reasoning in Large Language Models through Tool-Based Graph Navigation
by: Ghandi, Taraneh, et al.
Published: (2026)
by: Ghandi, Taraneh, et al.
Published: (2026)
HIP Network: Historical Information Passing Network for Extrapolation Reasoning on Temporal Knowledge Graph
by: He, Yongquan, et al.
Published: (2024)
by: He, Yongquan, et al.
Published: (2024)
CR-LT-KGQA: A Knowledge Graph Question Answering Dataset Requiring Commonsense Reasoning and Long-Tail Knowledge
by: Guo, Willis, et al.
Published: (2024)
by: Guo, Willis, et al.
Published: (2024)
SAGE: A Strategy-Aware Graph-Enhanced Generation Framework For Online Counseling
by: Aharon, Eliya Naomi, et al.
Published: (2026)
by: Aharon, Eliya Naomi, et al.
Published: (2026)
OntoLogX: Ontology-Guided Knowledge Graph Extraction from Cybersecurity Logs with Large Language Models
by: Cotti, Luca, et al.
Published: (2025)
by: Cotti, Luca, et al.
Published: (2025)
Automatic Prompt Optimization for Knowledge Graph Construction: Insights from an Empirical Study
by: Mihindukulasooriya, Nandana, et al.
Published: (2025)
by: Mihindukulasooriya, Nandana, et al.
Published: (2025)
Gyan: An Explainable Neuro-Symbolic Language Model
by: Srinivasan, Venkat, et al.
Published: (2026)
by: Srinivasan, Venkat, et al.
Published: (2026)
Grokking in the Wild: Data Augmentation for Real-World Multi-Hop Reasoning with Transformers
by: Abramov, Roman, et al.
Published: (2025)
by: Abramov, Roman, et al.
Published: (2025)
A Human-Machine Collaboration Framework for the Development of Schemas
by: Isaak, Nicos
Published: (2024)
by: Isaak, Nicos
Published: (2024)
A Pluggable Common Sense-Enhanced Framework for Knowledge Graph Completion
by: Niu, Guanglin, et al.
Published: (2024)
by: Niu, Guanglin, et al.
Published: (2024)
Large Language Models Are Not Strong Abstract Reasoners
by: Gendron, Gaël, et al.
Published: (2023)
by: Gendron, Gaël, et al.
Published: (2023)
LLM-Assisted Translation of Legacy FORTRAN Codes to C++: A Cross-Platform Study
by: Ranasinghe, Nishath Rajiv, et al.
Published: (2025)
by: Ranasinghe, Nishath Rajiv, et al.
Published: (2025)
From Scientific Texts to Verifiable Code: Automating the Process with Transformers
by: Wang, Changjie, et al.
Published: (2025)
by: Wang, Changjie, et al.
Published: (2025)
Multi-Paradigm Agent Interaction in Practice:A Systematic Analysis of Generator-Evaluator, ReAct Loop,and Adversarial Evaluation in the buddyMe Framework
by: Wang, Xiaohua, et al.
Published: (2026)
by: Wang, Xiaohua, et al.
Published: (2026)
A Domain-Agnostic Neurosymbolic Approach for Big Social Data Analysis: Evaluating Mental Health Sentiment on Social Media during COVID-19
by: Khandelwal, Vedant, et al.
Published: (2024)
by: Khandelwal, Vedant, et al.
Published: (2024)
Automated Circuit Interpretation via Probe Prompting
by: Birardi, Giuseppe
Published: (2025)
by: Birardi, Giuseppe
Published: (2025)
Complementarity, Augmentation, or Substitutivity? The Impact of Generative Artificial Intelligence on the U.S. Federal Workforce
by: Resh, William G., et al.
Published: (2025)
by: Resh, William G., et al.
Published: (2025)
Mixture of Experts Approaches in Dense Retrieval Tasks
by: Sokli, Effrosyni, et al.
Published: (2025)
by: Sokli, Effrosyni, et al.
Published: (2025)
Improving LLMs with a knowledge from databases
by: Máša, Petr
Published: (2025)
by: Máša, Petr
Published: (2025)
Cross-Lingual Generalization and Compression: From Language-Specific to Shared Neurons
by: Riemenschneider, Frederick, et al.
Published: (2025)
by: Riemenschneider, Frederick, et al.
Published: (2025)
Kastor: Fine-tuned Small Language Models for Shape-based Active Relation Extraction
by: Celian, Ringwald, et al.
Published: (2025)
by: Celian, Ringwald, et al.
Published: (2025)
Overcoming the Generalization Limits of SLM Finetuning for Shape-Based Extraction of Datatype and Object Properties
by: Ringwald, Célian, et al.
Published: (2025)
by: Ringwald, Célian, et al.
Published: (2025)
RAPTOR-AI for Disaster OODA Loop: Hierarchical Multimodal RAG with Experience-Driven Agentic Decision-Making
by: Yasuno, Takato
Published: (2026)
by: Yasuno, Takato
Published: (2026)
From Fake Focus to Real Precision: Confusion-Driven Adversarial Attention Learning in Transformers
by: Liu, Yawei
Published: (2025)
by: Liu, Yawei
Published: (2025)
SemanticAgent: A Semantics-Aware Framework for Text-to-SQL Data Synthesis
by: Gao, Qiang, et al.
Published: (2026)
by: Gao, Qiang, et al.
Published: (2026)
Large Language Models as Oracles for Ontology Alignment
by: Lushnei, Sviatoslav, et al.
Published: (2025)
by: Lushnei, Sviatoslav, et al.
Published: (2025)
Scaling Laws for State Dynamics in Large Language Models
by: Li, Jacob X, et al.
Published: (2025)
by: Li, Jacob X, et al.
Published: (2025)
Evaluating the Architectural Reasoning Capabilities of LLM Provers via the Obfuscated Natural Number Game
by: Li, Lixing
Published: (2026)
by: Li, Lixing
Published: (2026)
RubikSQL: Lifelong Learning Agentic Knowledge Base as an Industrial NL2SQL System
by: Chen, Zui, et al.
Published: (2025)
by: Chen, Zui, et al.
Published: (2025)
Chase Anonymisation: Privacy-Preserving Knowledge Graphs with Logical Reasoning
by: Bellomarini, Luigi, et al.
Published: (2024)
by: Bellomarini, Luigi, et al.
Published: (2024)
Retrieval-Based Multi-Label Legal Annotation: Extensible, Data-Efficient and Hallucination-Free
by: Zhang, Li, et al.
Published: (2026)
by: Zhang, Li, et al.
Published: (2026)
Question Answering Over Spatio-Temporal Knowledge Graph
by: Dai, Xinbang, et al.
Published: (2024)
by: Dai, Xinbang, et al.
Published: (2024)
Thinking Longer, Not Always Smarter: Evaluating LLM Capabilities in Hierarchical Legal Reasoning
by: Zhang, Li, et al.
Published: (2025)
by: Zhang, Li, et al.
Published: (2025)
Pre-trained Language Model with Prompts for Temporal Knowledge Graph Completion
by: Xu, Wenjie, et al.
Published: (2023)
by: Xu, Wenjie, et al.
Published: (2023)
Similar Items
-
LLM-Assisted Formalization Enables Deterministic Detection of Statutory Inconsistency in the Internal Revenue Code
by: Yadamsuren, Borchuluun, et al.
Published: (2025) -
Rango: Adaptive Retrieval-Augmented Proving for Automated Software Verification
by: Thompson, Kyle, et al.
Published: (2024) -
Enhancing Large Language Models through Neuro-Symbolic Integration and Ontological Reasoning
by: Vsevolodovna, Ruslan Idelfonso Magana, et al.
Published: (2025) -
An Explainable Collaborative Dialogue System using a Theory of Mind
by: Cohen, Philip R., et al.
Published: (2023) -
By Their Fruits You Will Know Them: Comparing Formalizations of Law by the Decisions They Encode
by: Vernie, Julius, et al.
Published: (2026)