One Mind, Many Tongues: A Deep Dive into Language-Agnostic Knowledge Neurons in Large Language Models
Fuente:
arXiv
Enregistré dans:
| Auteurs principaux: | Cao, Pengfei, Chen, Yuheng, Jin, Zhuoran, Chen, Yubo, Liu, Kang, Zhao, Jun |
|---|---|
| Format: | Preprint |
| Publié: |
2024
|
| Sujets: | |
| Accès en ligne: | |
| Tags: |
Ajouter un tag
Pas de tags, Soyez le premier à ajouter un tag!
|
Documents similaires
Cracking Factual Knowledge: A Comprehensive Analysis of Degenerate Knowledge Neurons in Large Language Models
par: Chen, Yuheng, et autres
Publié: (2024)
par: Chen, Yuheng, et autres
Publié: (2024)
Unlocking the Future: Exploring Look-Ahead Planning Mechanistic Interpretability in Large Language Models
par: Men, Tianyi, et autres
Publié: (2024)
par: Men, Tianyi, et autres
Publié: (2024)
MEMLA: Enhancing Multilingual Knowledge Editing with Neuron-Masked Low-Rank Adaptation
par: Xie, Jiakuan, et autres
Publié: (2024)
par: Xie, Jiakuan, et autres
Publié: (2024)
Towards Robust Knowledge Unlearning: An Adversarial Framework for Assessing and Improving Unlearning Robustness in Large Language Models
par: Yuan, Hongbang, et autres
Publié: (2024)
par: Yuan, Hongbang, et autres
Publié: (2024)
Knowledge in Superposition: Unveiling the Failures of Lifelong Knowledge Editing for Large Language Models
par: Hu, Chenhui, et autres
Publié: (2024)
par: Hu, Chenhui, et autres
Publié: (2024)
Beyond Under-Alignment: Atomic Preference Enhanced Factuality Tuning for Large Language Models
par: Yuan, Hongbang, et autres
Publié: (2024)
par: Yuan, Hongbang, et autres
Publié: (2024)
The Knowledge Microscope: Features as Better Analytical Lenses than Neurons
par: Chen, Yuheng, et autres
Publié: (2025)
par: Chen, Yuheng, et autres
Publié: (2025)
CITI: Enhancing Tool Utilizing Ability in Large Language Models without Sacrificing General Performance
par: Hao, Yupu, et autres
Publié: (2024)
par: Hao, Yupu, et autres
Publié: (2024)
MIRAGE: Evaluating and Explaining Inductive Reasoning Process in Language Models
par: Li, Jiachun, et autres
Publié: (2024)
par: Li, Jiachun, et autres
Publié: (2024)
LINKED: Eliciting, Filtering and Integrating Knowledge in Large Language Model for Commonsense Reasoning
par: Li, Jiachun, et autres
Publié: (2024)
par: Li, Jiachun, et autres
Publié: (2024)
Whispers that Shake Foundations: Analyzing and Mitigating False Premise Hallucinations in Large Language Models
par: Yuan, Hongbang, et autres
Publié: (2024)
par: Yuan, Hongbang, et autres
Publié: (2024)
RWKU: Benchmarking Real-World Knowledge Unlearning for Large Language Models
par: Jin, Zhuoran, et autres
Publié: (2024)
par: Jin, Zhuoran, et autres
Publié: (2024)
Knowledge Localization: Mission Not Accomplished? Enter Query Localization!
par: Chen, Yuheng, et autres
Publié: (2024)
par: Chen, Yuheng, et autres
Publié: (2024)
Tug-of-War Between Knowledge: Exploring and Resolving Knowledge Conflicts in Retrieval-Augmented Language Models
par: Jin, Zhuoran, et autres
Publié: (2024)
par: Jin, Zhuoran, et autres
Publié: (2024)
Towards Atoms of Large Language Models
par: Hu, Chenhui, et autres
Publié: (2025)
par: Hu, Chenhui, et autres
Publié: (2025)
CogMG: Collaborative Augmentation Between Large Language Model and Knowledge Graph
par: Zhou, Tong, et autres
Publié: (2024)
par: Zhou, Tong, et autres
Publié: (2024)
Cutting Off the Head Ends the Conflict: A Mechanism for Interpreting and Mitigating Knowledge Conflicts in Language Models
par: Jin, Zhuoran, et autres
Publié: (2024)
par: Jin, Zhuoran, et autres
Publié: (2024)
Agent-RewardBench: Towards a Unified Benchmark for Reward Modeling across Perception, Planning, and Safety in Real-World Multimodal Agents
par: Men, Tianyi, et autres
Publié: (2025)
par: Men, Tianyi, et autres
Publié: (2025)
A Troublemaker with Contagious Jailbreak Makes Chaos in Honest Towns
par: Men, Tianyi, et autres
Publié: (2024)
par: Men, Tianyi, et autres
Publié: (2024)
Enhancing Large Language Models with Pseudo- and Multisource- Knowledge Graphs for Open-ended Question Answering
par: Liu, Jiaxiang, et autres
Publié: (2024)
par: Liu, Jiaxiang, et autres
Publié: (2024)
WilKE: Wise-Layer Knowledge Editor for Lifelong Knowledge Editing
par: Hu, Chenhui, et autres
Publié: (2024)
par: Hu, Chenhui, et autres
Publié: (2024)
Revealing the Deceptiveness of Knowledge Editing: A Mechanistic Analysis of Superficial Editing
par: Xie, Jiakuan, et autres
Publié: (2025)
par: Xie, Jiakuan, et autres
Publié: (2025)
DTELS: Towards Dynamic Granularity of Timeline Summarization
par: Zhang, Chenlong, et autres
Publié: (2024)
par: Zhang, Chenlong, et autres
Publié: (2024)
Evaluating Personalized Tool-Augmented LLMs from the Perspectives of Personalization and Proactivity
par: Hao, Yupu, et autres
Publié: (2025)
par: Hao, Yupu, et autres
Publié: (2025)
Think While Watching: Online Streaming Segment-Level Memory for Multi-Turn Video Reasoning in Multimodal Large Language Models
par: Wang, Lu, et autres
Publié: (2026)
par: Wang, Lu, et autres
Publié: (2026)
RAG-RewardBench: Benchmarking Reward Models in Retrieval Augmented Generation for Preference Alignment
par: Jin, Zhuoran, et autres
Publié: (2024)
par: Jin, Zhuoran, et autres
Publié: (2024)
Multilingual Knowledge Editing with Language-Agnostic Factual Neurons
par: Zhang, Xue, et autres
Publié: (2024)
par: Zhang, Xue, et autres
Publié: (2024)
SemEval-2026 Task 12: Abductive Event Reasoning: Towards Real-World Event Causal Inference for Large Language Models
par: Cao, Pengfei, et autres
Publié: (2026)
par: Cao, Pengfei, et autres
Publié: (2026)
MMR-V: What's Left Unsaid? A Benchmark for Multimodal Deep Reasoning in Videos
par: Zhu, Kejian, et autres
Publié: (2025)
par: Zhu, Kejian, et autres
Publié: (2025)
Unveiling Factual Recall Behaviors of Large Language Models through Knowledge Neurons
par: Wang, Yifei, et autres
Publié: (2024)
par: Wang, Yifei, et autres
Publié: (2024)
Omni-Reward: Towards Generalist Omni-Modal Reward Modeling with Free-Form Preferences
par: Jin, Zhuoran, et autres
Publié: (2025)
par: Jin, Zhuoran, et autres
Publié: (2025)
Zero-Shot Cross-Lingual Document-Level Event Causality Identification with Heterogeneous Graph Contrastive Transfer Learning
par: He, Zhitao, et autres
Publié: (2024)
par: He, Zhitao, et autres
Publié: (2024)
Focus on Your Question! Interpreting and Mitigating Toxic CoT Problems in Commonsense Reasoning
par: Li, Jiachun, et autres
Publié: (2024)
par: Li, Jiachun, et autres
Publié: (2024)
AgentsCourt: Building Judicial Decision-Making Agents with Court Debate Simulation and Legal Knowledge Augmentation
par: He, Zhitao, et autres
Publié: (2024)
par: He, Zhitao, et autres
Publié: (2024)
Fixing the Broken Compass: Diagnosing and Improving Inference-Time Reward Modeling
par: Li, Jiachun, et autres
Publié: (2025)
par: Li, Jiachun, et autres
Publié: (2025)
Semantic Pivots Enable Cross-Lingual Transfer in Large Language Models
par: He, Kaiyu, et autres
Publié: (2025)
par: He, Kaiyu, et autres
Publié: (2025)
MMR-Life: Piecing Together Real-life Scenes for Multimodal Multi-image Reasoning
par: Li, Jiachun, et autres
Publié: (2026)
par: Li, Jiachun, et autres
Publié: (2026)
Soft Language Identification for Language-Agnostic Many-to-One End-to-End Speech Translation
par: Wang, Peidong, et autres
Publié: (2024)
par: Wang, Peidong, et autres
Publié: (2024)
Task-Stratified Knowledge Scaling Laws for Post-Training Quantized Large Language Models
par: Zhou, Chenxi, et autres
Publié: (2025)
par: Zhou, Chenxi, et autres
Publié: (2025)
Know-MRI: A Knowledge Mechanisms Revealer&Interpreter for Large Language Models
par: Liu, Jiaxiang, et autres
Publié: (2025)
par: Liu, Jiaxiang, et autres
Publié: (2025)
Documents similaires
-
Cracking Factual Knowledge: A Comprehensive Analysis of Degenerate Knowledge Neurons in Large Language Models
par: Chen, Yuheng, et autres
Publié: (2024) -
Unlocking the Future: Exploring Look-Ahead Planning Mechanistic Interpretability in Large Language Models
par: Men, Tianyi, et autres
Publié: (2024) -
MEMLA: Enhancing Multilingual Knowledge Editing with Neuron-Masked Low-Rank Adaptation
par: Xie, Jiakuan, et autres
Publié: (2024) -
Towards Robust Knowledge Unlearning: An Adversarial Framework for Assessing and Improving Unlearning Robustness in Large Language Models
par: Yuan, Hongbang, et autres
Publié: (2024) -
Knowledge in Superposition: Unveiling the Failures of Lifelong Knowledge Editing for Large Language Models
par: Hu, Chenhui, et autres
Publié: (2024)