Cover Image

Transparentize the Internal and External Knowledge Utilization in LLMs with Trustworthy Citation

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Shen, Jiajun, Zhou, Tong, Chen, Yubo, Qiu, Delai, Liu, Shengping, Liu, Kang, Zhao, Jun
Format:	Preprint
Published:	2025
Subjects:	Computation and Language
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

ASP2LJ : An Adversarial Self-Play Laywer Augmented Legal Judgment Framework
by: Chang, Ao, et al.
Published: (2025)

Semantic Pivots Enable Cross-Lingual Transfer in Large Language Models
by: He, Kaiyu, et al.
Published: (2025)

Citekit: A Modular Toolkit for Large Language Model Citation Generation
by: Shen, Jiajun, et al.
Published: (2024)

CogMG: Collaborative Augmentation Between Large Language Model and Knowledge Graph
by: Zhou, Tong, et al.
Published: (2024)

Cracking Factual Knowledge: A Comprehensive Analysis of Degenerate Knowledge Neurons in Large Language Models
by: Chen, Yuheng, et al.
Published: (2024)

MotivGraph-SoIQ: Integrating Motivational Knowledge Graphs and Socratic Dialogue for Enhanced LLM Ideation
by: Lei, Xinping, et al.
Published: (2025)

Enhancing Large Language Models with Pseudo- and Multisource- Knowledge Graphs for Open-ended Question Answering
by: Liu, Jiaxiang, et al.
Published: (2024)

Awakening Augmented Generation: Learning to Awaken Internal Knowledge of Large Language Models for Question Answering
by: Liao, Huanxuan, et al.
Published: (2024)

Zipper-LoRA: Dynamic Parameter Decoupling for Speech-LLM based Multilingual Speech Recognition
by: Mei, Yuxiang, et al.
Published: (2026)

Reinforced Internal-External Knowledge Synergistic Reasoning for Efficient Adaptive Search Agent
by: Huang, Ziyang, et al.
Published: (2025)

Knowledge in Superposition: Unveiling the Failures of Lifelong Knowledge Editing for Large Language Models
by: Hu, Chenhui, et al.
Published: (2024)

WilKE: Wise-Layer Knowledge Editor for Lifelong Knowledge Editing
by: Hu, Chenhui, et al.
Published: (2024)

Revealing the Deceptiveness of Knowledge Editing: A Mechanistic Analysis of Superficial Editing
by: Xie, Jiakuan, et al.
Published: (2025)

Knowledge Localization: Mission Not Accomplished? Enter Query Localization!
by: Chen, Yuheng, et al.
Published: (2024)

LaTER: Efficient Test-Time Reasoning via Latent Exploration and Explicit Verification
by: Li, Xuan, et al.
Published: (2026)

UAQFact: Evaluating Factual Knowledge Utilization of LLMs on Unanswerable Questions
by: Tan, Chuanyuan, et al.
Published: (2025)

Internal and External Knowledge Interactive Refinement Framework for Knowledge-Intensive Question Answering
by: Du, Haowei, et al.
Published: (2024)

MEMLA: Enhancing Multilingual Knowledge Editing with Neuron-Masked Low-Rank Adaptation
by: Xie, Jiakuan, et al.
Published: (2024)

CITI: Enhancing Tool Utilizing Ability in Large Language Models without Sacrificing General Performance
by: Hao, Yupu, et al.
Published: (2024)

One Mind, Many Tongues: A Deep Dive into Language-Agnostic Knowledge Neurons in Large Language Models
by: Cao, Pengfei, et al.
Published: (2024)

ControlLM: Crafting Diverse Personalities for Language Models
by: Weng, Yixuan, et al.
Published: (2024)

Beyond Local vs. External: A Game-Theoretic Framework for Trustworthy Knowledge Acquisition
by: Yao, Rujing, et al.
Published: (2026)

DTELS: Towards Dynamic Granularity of Timeline Summarization
by: Zhang, Chenlong, et al.
Published: (2024)

Semantic Volume: Quantifying and Detecting both External and Internal Uncertainty in LLMs
by: Li, Xiaomin, et al.
Published: (2025)

CCNU at SemEval-2025 Task 3: Leveraging Internal and External Knowledge of Large Language Models for Multilingual Hallucination Annotation
by: Liu, Xu, et al.
Published: (2025)

Taming the Thinker: Conditional Entropy Shaping for Adaptive LLM Reasoning
by: Wei, Shuyu, et al.
Published: (2026)

Evaluating Personalized Tool-Augmented LLMs from the Perspectives of Personalization and Proactivity
by: Hao, Yupu, et al.
Published: (2025)

Commonsense Knowledge Editing Based on Free-Text in LLMs
by: Huang, Xiusheng, et al.
Published: (2024)

$\textit{SKIntern}$: Internalizing Symbolic Knowledge for Distilling Better CoT Capabilities into Small Language Models
by: Liao, Huanxuan, et al.
Published: (2024)

Transforming External Knowledge into Triplets for Enhanced Retrieval in RAG of LLMs
by: Wang, Xudong, et al.
Published: (2026)

Pre-training Limited Memory Language Models with Internal and External Knowledge
by: Zhao, Linxi, et al.
Published: (2025)

Scaling External Knowledge Input Beyond Context Windows of LLMs via Multi-Agent Collaboration
by: Liu, Zijun, et al.
Published: (2025)

Enhancing Character-Level Understanding in LLMs through Token Internal Structure Learning
by: Xu, Zhu, et al.
Published: (2024)

Hint-before-Solving Prompting: Guiding LLMs to Effectively Utilize Encoded Knowledge
by: Fu, Jinlan, et al.
Published: (2024)

RULE: Reinforcement UnLEarning Achieves Forget-Retain Pareto Optimality
by: Zhang, Chenlong, et al.
Published: (2025)

The Knowledge Microscope: Features as Better Analytical Lenses than Neurons
by: Chen, Yuheng, et al.
Published: (2025)

Towards Atoms of Large Language Models
by: Hu, Chenhui, et al.
Published: (2025)

Tug-of-War Between Knowledge: Exploring and Resolving Knowledge Conflicts in Retrieval-Augmented Language Models
by: Jin, Zhuoran, et al.
Published: (2024)

Towards Robust Knowledge Unlearning: An Adversarial Framework for Assessing and Improving Unlearning Robustness in Large Language Models
by: Yuan, Hongbang, et al.
Published: (2024)

A Troublemaker with Contagious Jailbreak Makes Chaos in Honest Towns
by: Men, Tianyi, et al.
Published: (2024)