Knowledge Beyond Language: Bridging the Gap in Multilingual Machine Unlearning Evaluation
Fuente:
arXiv
Saved in:
| Main Authors: | Hwang, Kyomin, Kim, Hyeonjin, Cho, Sangyeon, Kwak, Nojun |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Uncovering the Potential Risks in Unlearning: Danger of English-only Unlearning in Multilingual LLMs
by: Hwang, Kyomin, et al.
Published: (2025)
by: Hwang, Kyomin, et al.
Published: (2025)
Retrieval-Augmented Generation Based Nurse Observation Extraction
by: Hwang, Kyomin, et al.
Published: (2026)
by: Hwang, Kyomin, et al.
Published: (2026)
Do not think about pink elephant!
by: Hwang, Kyomin, et al.
Published: (2024)
by: Hwang, Kyomin, et al.
Published: (2024)
ReSpinQuant: Efficient Layer-Wise LLM Quantization via Subspace Residual Rotation Approximation
by: Kim, Suyoung, et al.
Published: (2026)
by: Kim, Suyoung, et al.
Published: (2026)
Safety-Preserving PTQ via Contrastive Alignment Loss
by: Wee, Sunghyun, et al.
Published: (2025)
by: Wee, Sunghyun, et al.
Published: (2025)
Unlocking the Potential of Unlabeled Data in Semi-Supervised Domain Generalization
by: Lee, Dongkwan, et al.
Published: (2025)
by: Lee, Dongkwan, et al.
Published: (2025)
Unlocking the Potential of Diffusion Language Models through Template Infilling
by: Lee, Junhoo, et al.
Published: (2025)
by: Lee, Junhoo, et al.
Published: (2025)
DUSK: Do Not Unlearn Shared Knowledge
by: Jeung, Wonje, et al.
Published: (2025)
by: Jeung, Wonje, et al.
Published: (2025)
Advancing Beyond Identification: Multi-bit Watermark for Large Language Models
by: Yoo, KiYoon, et al.
Published: (2023)
by: Yoo, KiYoon, et al.
Published: (2023)
Mitigating the Bias in the Model for Continual Test-Time Adaptation
by: Chung, Inseop, et al.
Published: (2024)
by: Chung, Inseop, et al.
Published: (2024)
Bridging the Gap between Expert and Language Models: Concept-guided Chess Commentary Generation and Evaluation
by: Kim, Jaechang, et al.
Published: (2024)
by: Kim, Jaechang, et al.
Published: (2024)
R-TOFU: Unlearning in Large Reasoning Models
by: Yoon, Sangyeon, et al.
Published: (2025)
by: Yoon, Sangyeon, et al.
Published: (2025)
SWITCH: Studying with Teacher for Knowledge Distillation of Large Language Models
by: Koo, Jahyun, et al.
Published: (2024)
by: Koo, Jahyun, et al.
Published: (2024)
BioBridge: Unified Bio-Embedding with Bridging Modality in Code-Switched EMR
by: Jeon, Jangyeong, et al.
Published: (2024)
by: Jeon, Jangyeong, et al.
Published: (2024)
SEPS: A Separability Measure for Robust Unlearning in LLMs
by: Jeung, Wonje, et al.
Published: (2025)
by: Jeung, Wonje, et al.
Published: (2025)
DSG-KD: Knowledge Distillation from Domain-Specific to General Language Models
by: Cho, Sangyeon, et al.
Published: (2024)
by: Cho, Sangyeon, et al.
Published: (2024)
When Confidence Misleads: Suffix Anchoring and Anchor-Proximity Confidence Modulation for Diffusion Language Models
by: Park, Jungwon, et al.
Published: (2026)
by: Park, Jungwon, et al.
Published: (2026)
Bridging the Gap Between Preference Alignment and Machine Unlearning
by: Feng, Xiaohua, et al.
Published: (2025)
by: Feng, Xiaohua, et al.
Published: (2025)
Cross-Lingual Unlearning of Selective Knowledge in Multilingual Language Models
by: Choi, Minseok, et al.
Published: (2024)
by: Choi, Minseok, et al.
Published: (2024)
Evaluating Cross-Lingual Unlearning in Multilingual Language Models
by: Lizzo, Tyler, et al.
Published: (2026)
by: Lizzo, Tyler, et al.
Published: (2026)
Towards Robust and Parameter-Efficient Knowledge Unlearning for LLMs
by: Cha, Sungmin, et al.
Published: (2024)
by: Cha, Sungmin, et al.
Published: (2024)
Fine-grained Gender Control in Machine Translation with Large Language Models
by: Lee, Minwoo, et al.
Published: (2024)
by: Lee, Minwoo, et al.
Published: (2024)
Does Localization Inform Unlearning? A Rigorous Examination of Local Parameter Attribution for Knowledge Unlearning in Language Models
by: Lee, Hwiyeong, et al.
Published: (2025)
by: Lee, Hwiyeong, et al.
Published: (2025)
Judging Against the Reference: Uncovering Knowledge-Driven Failures in LLM-Judges on QA Evaluation
by: Lee, Dongryeol, et al.
Published: (2026)
by: Lee, Dongryeol, et al.
Published: (2026)
Are LLM-Judges Robust to Expressions of Uncertainty? Investigating the effect of Epistemic Markers on LLM-based Evaluation
by: Lee, Dongryeol, et al.
Published: (2024)
by: Lee, Dongryeol, et al.
Published: (2024)
Why Do Multilingual Reasoning Gaps Emerge in Reasoning Language Models?
by: Kang, Deokhyung, et al.
Published: (2025)
by: Kang, Deokhyung, et al.
Published: (2025)
Deep Support Vectors
by: Lee, Junhoo, et al.
Published: (2024)
by: Lee, Junhoo, et al.
Published: (2024)
Learn Globally, Speak Locally: Bridging the Gaps in Multilingual Reasoning
by: Hwang, Jaedong, et al.
Published: (2025)
by: Hwang, Jaedong, et al.
Published: (2025)
RESTOR: Knowledge Recovery in Machine Unlearning
by: Rezaei, Keivan, et al.
Published: (2024)
by: Rezaei, Keivan, et al.
Published: (2024)
MP2D: An Automated Topic Shift Dialogue Generation Framework Leveraging Knowledge Graphs
by: Hwang, Yerin, et al.
Published: (2024)
by: Hwang, Yerin, et al.
Published: (2024)
ConCSE: Unified Contrastive Learning and Augmentation for Code-Switched Embeddings
by: Jeon, Jangyeong, et al.
Published: (2024)
by: Jeon, Jangyeong, et al.
Published: (2024)
FaithUn: Toward Faithful Forgetting in Language Models by Investigating the Interconnectedness of Knowledge
by: Yang, Nakyeong, et al.
Published: (2025)
by: Yang, Nakyeong, et al.
Published: (2025)
Understand, Solve and Translate: Bridging the Multilingual Mathematical Reasoning Gap
by: Ko, Hyunwoo, et al.
Published: (2025)
by: Ko, Hyunwoo, et al.
Published: (2025)
Bridging the Language Gap: Dynamic Learning Strategies for Improving Multilingual Performance in LLMs
by: Kumar, Somnath, et al.
Published: (2023)
by: Kumar, Somnath, et al.
Published: (2023)
EMCEE: Improving Multilingual Capability of LLMs via Bridging Knowledge and Reasoning with Extracted Synthetic Multilingual Context
by: Koo, Hamin, et al.
Published: (2025)
by: Koo, Hamin, et al.
Published: (2025)
LangBridge: Multilingual Reasoning Without Multilingual Supervision
by: Yoon, Dongkeun, et al.
Published: (2024)
by: Yoon, Dongkeun, et al.
Published: (2024)
Gap-K%: Measuring Top-1 Prediction Gap for Detecting Pretraining Data
by: Kwak, Minseo, et al.
Published: (2026)
by: Kwak, Minseo, et al.
Published: (2026)
Can You Trick the Grader? Adversarial Persuasion of LLM Judges
by: Hwang, Yerin, et al.
Published: (2025)
by: Hwang, Yerin, et al.
Published: (2025)
Don't Judge Code by Its Cover: Exploring Biases in LLM Judges for Code Evaluation
by: Moon, Jiwon, et al.
Published: (2025)
by: Moon, Jiwon, et al.
Published: (2025)
Controlled Evaluation of Syntactic Knowledge in Multilingual Language Models
by: Kryvosheieva, Daria, et al.
Published: (2024)
by: Kryvosheieva, Daria, et al.
Published: (2024)
Similar Items
-
Uncovering the Potential Risks in Unlearning: Danger of English-only Unlearning in Multilingual LLMs
by: Hwang, Kyomin, et al.
Published: (2025) -
Retrieval-Augmented Generation Based Nurse Observation Extraction
by: Hwang, Kyomin, et al.
Published: (2026) -
Do not think about pink elephant!
by: Hwang, Kyomin, et al.
Published: (2024) -
ReSpinQuant: Efficient Layer-Wise LLM Quantization via Subspace Residual Rotation Approximation
by: Kim, Suyoung, et al.
Published: (2026) -
Safety-Preserving PTQ via Contrastive Alignment Loss
by: Wee, Sunghyun, et al.
Published: (2025)