Cover Image

When Abundance Conceals Weakness: Knowledge Conflict in Multilingual Models

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Zhao, Jiaqi, Huang, Qiang, Chen, Haodong, You, Xiaoxing, Yu, Jun
Format:	Preprint
Published:	2026
Subjects:	Computation and Language
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

LLMs Should Incorporate Explicit Mechanisms for Human Empathy
by: You, Xiaoxing, et al.
Published: (2026)

Measuring Social Bias in Vision-Language Models with Face-Only Counterfactuals from Real Photos
by: Chen, Haodong, et al.
Published: (2026)

Multilingual Knowledge Graph Completion from Pretrained Language Models with Knowledge Constraints
by: Song, Ran, et al.
Published: (2024)

Seamless Deception: Larger Language Models Are Better Knowledge Concealers
by: Ashok, Dhananjay, et al.
Published: (2026)

Cross-Lingual Pitfalls: Automatic Probing Cross-Lingual Weakness of Multilingual Large Language Models
by: Xu, Zixiang, et al.
Published: (2025)

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

Distilling Multilingual Vision-Language Models: When Smaller Models Stay Multilingual
by: Sriratanawilai, Sukrit, et al.
Published: (2025)

Analysing the Residual Stream of Language Models Under Knowledge Conflicts
by: Zhao, Yu, et al.
Published: (2024)

Multilingual Knowledge Graph Completion via Efficient Multilingual Knowledge Sharing
by: Mao, Cunli, et al.
Published: (2025)

Taming Knowledge Conflicts in Language Models
by: Li, Gaotang, et al.
Published: (2025)

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

Formality is Favored: Unraveling the Learning Preferences of Large Language Models on Data with Conflicting Knowledge
by: Li, Jiahuan, et al.
Published: (2024)

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

When to Think, When to Speak: Learning Disclosure Policies for LLM Reasoning
by: Wei, Jiaqi, et al.
Published: (2026)

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

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

Asymmetric Conflict and Synergy in Post-training for LLM-based Multilingual Machine Translation
by: Zheng, Tong, et al.
Published: (2025)

Language Bias under Conflicting Information in Multilingual LLMs
by: Östling, Robert, et al.
Published: (2026)

CONGRAD:Conflicting Gradient Filtering for Multilingual Preference Alignment
by: Li, Jiangnan, et al.
Published: (2025)

Does RAG Know When Retrieval Is Wrong? Diagnosing Context Compliance under Knowledge Conflict
by: Chen, Yihang, et al.
Published: (2026)

Resolving Knowledge Conflicts in Large Language Models
by: Wang, Yike, et al.
Published: (2023)

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

When Alignment Hurts: Decoupling Representational Spaces in Multilingual Models
by: Elshabrawy, Ahmed, et al.
Published: (2025)

Pruning Multilingual Large Language Models for Multilingual Inference
by: Kim, Hwichan, et al.
Published: (2024)

Concealment of Intent: A Game-Theoretic Analysis
by: Wu, Xinbo, et al.
Published: (2025)

Untangle the KNOT: Interweaving Conflicting Knowledge and Reasoning Skills in Large Language Models
by: Liu, Yantao, et al.
Published: (2024)

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

Multilingual Non-Autoregressive Machine Translation without Knowledge Distillation
by: Huang, Chenyang, et al.
Published: (2025)

When Discourse Pressures Conflict: Information Structure in Vision-Language Model Outputs
by: Fekete, Marcell, et al.
Published: (2026)

What Causes Knowledge Loss in Multilingual Language Models?
by: Khelli, Maria, et al.
Published: (2025)

Controlled Evaluation of Syntactic Knowledge in Multilingual Language Models
by: Kryvosheieva, Daria, et al.
Published: (2024)

RU22Fact: Optimizing Evidence for Multilingual Explainable Fact-Checking on Russia-Ukraine Conflict
by: Zeng, Yirong, et al.
Published: (2024)

Narratives at Conflict: Computational Analysis of News Framing in Multilingual Disinformation Campaigns
by: Sinelnik, Antonina, et al.
Published: (2024)

Resolving Editing-Unlearning Conflicts: A Knowledge Codebook Framework for Large Language Model Updating
by: Zhang, Binchi, et al.
Published: (2025)

What Matters When Building Universal Multilingual Named Entity Recognition Models?
by: Golde, Jonas, et al.
Published: (2026)

Hierarchical Indexing with Knowledge Enrichment for Multilingual Video Corpus Retrieval
by: Wang, Yu, et al.
Published: (2025)

Tracing the Roots of Facts in Multilingual Language Models: Independent, Shared, and Transferred Knowledge
by: Zhao, Xin, et al.
Published: (2024)

Crosslingual Capabilities and Knowledge Barriers in Multilingual Large Language Models
by: Chua, Lynn, et al.
Published: (2024)

Unraveling Cross-Modality Knowledge Conflicts in Large Vision-Language Models
by: Zhu, Tinghui, et al.
Published: (2024)

Whistle: Data-Efficient Multilingual and Crosslingual Speech Recognition via Weakly Phonetic Supervision
by: Yusuyin, Saierdaer, et al.
Published: (2024)