Buchumschlag

Where Knowledge Collides: A Mechanistic Study of Intra-Memory Knowledge Conflict in Language Models

Fuente: arXiv

Gespeichert in:

Bibliographische Detailangaben
Hauptverfasser:	Pham, Minh Vu, Borkakoty, Hsuvas, Hou, Yufang
Format:	Preprint
Veröffentlicht:	2026
Schlagworte:	Computation and Language Artificial Intelligence
Online-Zugang:	Acceder al recurso
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!

Ähnliche Einträge

DRIP-R: A Benchmark for Decision-Making and Reasoning Under Real-World Policy Ambiguity in the Retail Domain
von: Borkakoty, Hsuvas, et al.
Veröffentlicht: (2026)

CHEW: A Dataset of CHanging Events in Wikipedia
von: Borkakoty, Hsuvas, et al.
Veröffentlicht: (2024)

Hoaxpedia: A Unified Wikipedia Hoax Articles Dataset
von: Borkakoty, Hsuvas, et al.
Veröffentlicht: (2024)

WiDe-analysis: Enabling One-click Content Moderation Analysis on Wikipedia's Articles for Deletion
von: Borkakoty, Hsuvas, et al.
Veröffentlicht: (2024)

Wikipedia is Not a Dictionary, Delete! Text Classification as a Proxy for Analysing Wiki Deletion Discussions
von: Borkakoty, Hsuvas, et al.
Veröffentlicht: (2025)

Who's Who: Large Language Models Meet Knowledge Conflicts in Practice
von: Pham, Quang Hieu, et al.
Veröffentlicht: (2024)

WikiContradict: A Benchmark for Evaluating LLMs on Real-World Knowledge Conflicts from Wikipedia
von: Hou, Yufang, et al.
Veröffentlicht: (2024)

Mitigating Knowledge Conflicts in Language Model-Driven Question Answering
von: Cao, Han, et al.
Veröffentlicht: (2024)

HealthContradict: Evaluating Biomedical Knowledge Conflicts in Language Models
von: Zhang, Boya, et al.
Veröffentlicht: (2025)

Where is the answer? Investigating Positional Bias in Language Model Knowledge Extraction
von: Saito, Kuniaki, et al.
Veröffentlicht: (2024)

Task Matters: Knowledge Requirements Shape LLM Responses to Context-Memory Conflict
von: Sun, Kaiser, et al.
Veröffentlicht: (2025)

ConflictBank: A Benchmark for Evaluating the Influence of Knowledge Conflicts in LLM
von: Su, Zhaochen, et al.
Veröffentlicht: (2024)

Do Large Language Models Know Conflict? Investigating Parametric vs. Non-Parametric Knowledge of LLMs for Conflict Forecasting
von: Nemkova, Apollinaire Poli, et al.
Veröffentlicht: (2025)

Adaptive Chameleon or Stubborn Sloth: Revealing the Behavior of Large Language Models in Knowledge Conflicts
von: Xie, Jian, et al.
Veröffentlicht: (2023)

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

Cutting Off the Head Ends the Conflict: A Mechanism for Interpreting and Mitigating Knowledge Conflicts in Language Models
von: Jin, Zhuoran, et al.
Veröffentlicht: (2024)

ConflictRAG: Detecting and Resolving Knowledge Conflicts in Retrieval Augmented Generation
von: Wang, Chenyu, et al.
Veröffentlicht: (2026)

Large Language Models for Knowledge Graph Embedding: A Survey
von: Liu, Bingchen, et al.
Veröffentlicht: (2025)

Knowledge Reasoning Language Model: Unifying Knowledge and Language for Inductive Knowledge Graph Reasoning
von: Zhuo, Xingrui, et al.
Veröffentlicht: (2025)

CMT: A Memory Compression Method for Continual Knowledge Learning of Large Language Models
von: Li, Dongfang, et al.
Veröffentlicht: (2024)

Blinded by Generated Contexts: How Language Models Merge Generated and Retrieved Contexts When Knowledge Conflicts?
von: Tan, Hexiang, et al.
Veröffentlicht: (2024)

Knowledge-Aware Self-Correction in Language Models via Structured Memory Graphs
von: Saha, Swayamjit
Veröffentlicht: (2025)

That's Deprecated! Understanding, Detecting, and Steering Knowledge Conflicts in Language Models for Code Generation
von: Bae, Jaesung, et al.
Veröffentlicht: (2025)

Large Language Model Enhanced Knowledge Representation Learning: A Survey
von: Wang, Xin, et al.
Veröffentlicht: (2024)

Beyond Outcome Verification: Verifiable Process Reward Models for Structured Reasoning
von: Pronesti, Massimiliano, et al.
Veröffentlicht: (2026)

Tracking the Limits of Knowledge Propagation: How LLMs Fail at Multi-Step Reasoning with Conflicting Knowledge
von: Feng, Yiyang, et al.
Veröffentlicht: (2026)

Where Does Toxicity Live? Mechanistic Localization and Targeted Suppression in Language Models
von: Beniwal, Himanshu, et al.
Veröffentlicht: (2026)

DYNAMICQA: Tracing Internal Knowledge Conflicts in Language Models
von: Marjanović, Sara Vera, et al.
Veröffentlicht: (2024)

DAVIS: Planning Agent with Knowledge Graph-Powered Inner Monologue
von: Dinh, Minh Pham, et al.
Veröffentlicht: (2024)

Knowledge Crosswords: Geometric Knowledge Reasoning with Large Language Models
von: Ding, Wenxuan, et al.
Veröffentlicht: (2023)

Astute RAG: Overcoming Imperfect Retrieval Augmentation and Knowledge Conflicts for Large Language Models
von: Wang, Fei, et al.
Veröffentlicht: (2024)

Exploring Knowledge Conflicts for Faithful LLM Reasoning: Benchmark and Method
von: Zhao, Tianzhe, et al.
Veröffentlicht: (2026)

Chain-of-Knowledge: Integrating Knowledge Reasoning into Large Language Models by Learning from Knowledge Graphs
von: Zhang, Yifei, et al.
Veröffentlicht: (2024)

KICGPT: Large Language Model with Knowledge in Context for Knowledge Graph Completion
von: Wei, Yanbin, et al.
Veröffentlicht: (2024)

Knowledge of Knowledge: Exploring Known-Unknowns Uncertainty with Large Language Models
von: Amayuelas, Alfonso, et al.
Veröffentlicht: (2023)

ChroKnowledge: Unveiling Chronological Knowledge of Language Models in Multiple Domains
von: Park, Yein, et al.
Veröffentlicht: (2024)

Knowledge-to-Jailbreak: Investigating Knowledge-driven Jailbreaking Attacks for Large Language Models
von: Tu, Shangqing, et al.
Veröffentlicht: (2024)

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

Internal Representation, Not Clinical Knowledge: Where Apparent LLM Triage Failures Originate
von: Navarro, David Fraile, et al.
Veröffentlicht: (2026)

Language Modeling with Editable External Knowledge
von: Li, Belinda Z., et al.
Veröffentlicht: (2024)