The Rise of Parameter Specialization for Knowledge Storage in Large Language Models
Fuente:
arXiv
Saved in:
| Main Authors: | Hong, Yihuai, Zhao, Yiran, Tang, Wei, Deng, Yang, Rong, Yu, Zhang, Wenxuan |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Disentangling Language and Culture for Evaluating Multilingual Large Language Models
by: Ying, Jiahao, et al.
Published: (2025)
by: Ying, Jiahao, et al.
Published: (2025)
Precise In-Parameter Concept Erasure in Large Language Models
by: Gur-Arieh, Yoav, et al.
Published: (2025)
by: Gur-Arieh, Yoav, et al.
Published: (2025)
Knowledge Boundary of Large Language Models: A Survey
by: Li, Moxin, et al.
Published: (2024)
by: Li, Moxin, et al.
Published: (2024)
How do Large Language Models Handle Multilingualism?
by: Zhao, Yiran, et al.
Published: (2024)
by: Zhao, Yiran, et al.
Published: (2024)
Is Translation All You Need? A Study on Solving Multilingual Tasks with Large Language Models
by: Liu, Chaoqun, et al.
Published: (2024)
by: Liu, Chaoqun, et al.
Published: (2024)
Babel: Open Multilingual Large Language Models Serving Over 90% of Global Speakers
by: Zhao, Yiran, et al.
Published: (2025)
by: Zhao, Yiran, et al.
Published: (2025)
Large Language Models are In-context Teachers for Knowledge Reasoning
by: Zhao, Jiachen, et al.
Published: (2023)
by: Zhao, Jiachen, et al.
Published: (2023)
Dissecting Fine-Tuning Unlearning in Large Language Models
by: Hong, Yihuai, et al.
Published: (2024)
by: Hong, Yihuai, et al.
Published: (2024)
AdaMergeX: Cross-Lingual Transfer with Large Language Models via Adaptive Adapter Merging
by: Zhao, Yiran, et al.
Published: (2024)
by: Zhao, Yiran, et al.
Published: (2024)
Intrinsic Test of Unlearning Using Parametric Knowledge Traces
by: Hong, Yihuai, et al.
Published: (2024)
by: Hong, Yihuai, et al.
Published: (2024)
Multilingual Jailbreak Challenges in Large Language Models
by: Deng, Yue, et al.
Published: (2023)
by: Deng, Yue, et al.
Published: (2023)
PCToolkit: A Unified Plug-and-Play Prompt Compression Toolkit of Large Language Models
by: Li, Jinyi, et al.
Published: (2024)
by: Li, Jinyi, et al.
Published: (2024)
An Empirical Study on Prompt Compression for Large Language Models
by: Zhang, Zheng, et al.
Published: (2025)
by: Zhang, Zheng, et al.
Published: (2025)
Survey of Specialized Large Language Model
by: Yang, Chenghan, et al.
Published: (2025)
by: Yang, Chenghan, et al.
Published: (2025)
Large Language Model as Token Compressor and Decompressor
by: Li, Wenbing, et al.
Published: (2026)
by: Li, Wenbing, et al.
Published: (2026)
Language of Thought Shapes Output Diversity in Large Language Models
by: Xu, Shaoyang, et al.
Published: (2026)
by: Xu, Shaoyang, et al.
Published: (2026)
The Emergence of Abstract Thought in Large Language Models Beyond Any Language
by: Chen, Yuxin, et al.
Published: (2025)
by: Chen, Yuxin, et al.
Published: (2025)
The Reasoning-Memorization Interplay in Language Models Is Mediated by a Single Direction
by: Hong, Yihuai, et al.
Published: (2025)
by: Hong, Yihuai, et al.
Published: (2025)
Neuron-based Personality Trait Induction in Large Language Models
by: Deng, Jia, et al.
Published: (2024)
by: Deng, Jia, et al.
Published: (2024)
Knowledge Fusion of Large Language Models
by: Wan, Fanqi, et al.
Published: (2024)
by: Wan, Fanqi, et al.
Published: (2024)
Distilling Rule-based Knowledge into Large Language Models
by: Yang, Wenkai, et al.
Published: (2023)
by: Yang, Wenkai, et al.
Published: (2023)
Investigating Numerical Translation with Large Language Models
by: Tang, Wei, et al.
Published: (2025)
by: Tang, Wei, et al.
Published: (2025)
SeaLLMs 3: Open Foundation and Chat Multilingual Large Language Models for Southeast Asian Languages
by: Zhang, Wenxuan, et al.
Published: (2024)
by: Zhang, Wenxuan, et al.
Published: (2024)
Stable Knowledge Editing in Large Language Models
by: Wei, Zihao, et al.
Published: (2024)
by: Wei, Zihao, et al.
Published: (2024)
Knowledge Crosswords: Geometric Knowledge Reasoning with Large Language Models
by: Ding, Wenxuan, et al.
Published: (2023)
by: Ding, Wenxuan, et al.
Published: (2023)
SI-Bench: Benchmarking Social Intelligence of Large Language Models in Human-to-Human Conversations
by: Huang, Shuai, et al.
Published: (2025)
by: Huang, Shuai, et al.
Published: (2025)
KICGPT: Large Language Model with Knowledge in Context for Knowledge Graph Completion
by: Wei, Yanbin, et al.
Published: (2024)
by: Wei, Yanbin, et al.
Published: (2024)
Language-Specific Neurons: The Key to Multilingual Capabilities in Large Language Models
by: Tang, Tianyi, et al.
Published: (2024)
by: Tang, Tianyi, et al.
Published: (2024)
Plug-and-Play Policy Planner for Large Language Model Powered Dialogue Agents
by: Deng, Yang, et al.
Published: (2023)
by: Deng, Yang, et al.
Published: (2023)
Knowledge-to-Jailbreak: Investigating Knowledge-driven Jailbreaking Attacks for Large Language Models
by: Tu, Shangqing, et al.
Published: (2024)
by: Tu, Shangqing, et al.
Published: (2024)
SeaLLMs-Audio: Large Audio-Language Models for Southeast Asia
by: Liu, Chaoqun, et al.
Published: (2025)
by: Liu, Chaoqun, et al.
Published: (2025)
Bridging Latent Reasoning and Target-Language Generation via Retrieval-Transition Heads
by: Patel, Shaswat, et al.
Published: (2026)
by: Patel, Shaswat, et al.
Published: (2026)
Evaluating the External and Parametric Knowledge Fusion of Large Language Models
by: Zhang, Hao, et al.
Published: (2024)
by: Zhang, Hao, et al.
Published: (2024)
Pruning General Large Language Models into Customized Expert Models
by: Zhao, Yirao, et al.
Published: (2025)
by: Zhao, Yirao, et al.
Published: (2025)
Thrust: Adaptively Propels Large Language Models with External Knowledge
by: Zhao, Xinran, et al.
Published: (2023)
by: Zhao, Xinran, et al.
Published: (2023)
MLaKE: Multilingual Knowledge Editing Benchmark for Large Language Models
by: Wei, Zihao, et al.
Published: (2024)
by: Wei, Zihao, et al.
Published: (2024)
Synthetic Knowledge Ingestion: Towards Knowledge Refinement and Injection for Enhancing Large Language Models
by: Zhang, Jiaxin, et al.
Published: (2024)
by: Zhang, Jiaxin, et al.
Published: (2024)
LLM-NEO: Parameter Efficient Knowledge Distillation for Large Language Models
by: Yang, Runming, et al.
Published: (2024)
by: Yang, Runming, et al.
Published: (2024)
Plan of Knowledge: Retrieval-Augmented Large Language Models for Temporal Knowledge Graph Question Answering
by: Qian, Xinying, et al.
Published: (2025)
by: Qian, Xinying, et al.
Published: (2025)
LLM4CD: Leveraging Large Language Models for Open-World Knowledge Augmented Cognitive Diagnosis
by: Zhang, Weiming, et al.
Published: (2025)
by: Zhang, Weiming, et al.
Published: (2025)
Similar Items
-
Disentangling Language and Culture for Evaluating Multilingual Large Language Models
by: Ying, Jiahao, et al.
Published: (2025) -
Precise In-Parameter Concept Erasure in Large Language Models
by: Gur-Arieh, Yoav, et al.
Published: (2025) -
Knowledge Boundary of Large Language Models: A Survey
by: Li, Moxin, et al.
Published: (2024) -
How do Large Language Models Handle Multilingualism?
by: Zhao, Yiran, et al.
Published: (2024) -
Is Translation All You Need? A Study on Solving Multilingual Tasks with Large Language Models
by: Liu, Chaoqun, et al.
Published: (2024)