Computational Lesions in Multilingual Language Models Separate Shared and Language-specific Brain Alignment
Fuente:
arXiv
Saved in:
| Main Authors: | Cui, Yang, Sun, Jingyuan, Sun, Yizheng, Wang, Yifan, Zhang, Yunhao, Li, Jixing, Wang, Shaonan, Zhou, Hongpeng, Hale, John, Zong, Chengqing, Nenadic, Goran |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Component-Level Lesioning of Language Models Reveals Clinically Aligned Aphasia Phenotypes
by: Wang, Yifan, et al.
Published: (2026)
by: Wang, Yifan, et al.
Published: (2026)
Computational Models to Study Language Processing in the Human Brain: A Survey
by: Wang, Shaonan, et al.
Published: (2024)
by: Wang, Shaonan, et al.
Published: (2024)
Decoding the Multimodal Mind: Generalizable Brain-to-Text Translation via Multimodal Alignment and Adaptive Routing
by: Ye, Chunyu, et al.
Published: (2025)
by: Ye, Chunyu, et al.
Published: (2025)
Improving In-context Learning of Multilingual Generative Language Models with Cross-lingual Alignment
by: Li, Chong, et al.
Published: (2023)
by: Li, Chong, et al.
Published: (2023)
Bridging Brains and Models: MoE-Based Functional Lesions for Simulating and Rehabilitating Aphasia
by: Wang, Yifan, et al.
Published: (2025)
by: Wang, Yifan, et al.
Published: (2025)
Navigating Brain Language Representations: A Comparative Analysis of Neural Language Models and Psychologically Plausible Models
by: Zhang, Yunhao, et al.
Published: (2024)
by: Zhang, Yunhao, et al.
Published: (2024)
MapGuide: A Simple yet Effective Method to Reconstruct Continuous Language from Brain Activities
by: Zhao, Xinpei, et al.
Published: (2024)
by: Zhao, Xinpei, et al.
Published: (2024)
MulCogBench: A Multi-modal Cognitive Benchmark Dataset for Evaluating Chinese and English Computational Language Models
by: Zhang, Yunhao, et al.
Published: (2024)
by: Zhang, Yunhao, et al.
Published: (2024)
Large Language Models in Argument Mining: A Survey
by: Li, Hao, et al.
Published: (2025)
by: Li, Hao, et al.
Published: (2025)
Discovering Semantic Subdimensions through Disentangled Conceptual Representations
by: Zhang, Yunhao, et al.
Published: (2025)
by: Zhang, Yunhao, et al.
Published: (2025)
X-Instruction: Aligning Language Model in Low-resource Languages with Self-curated Cross-lingual Instructions
by: Li, Chong, et al.
Published: (2024)
by: Li, Chong, et al.
Published: (2024)
Arg-LLaDA: Argument Summarization via Large Language Diffusion Models and Sufficiency-Aware Refinement
by: Li, Hao, et al.
Published: (2025)
by: Li, Hao, et al.
Published: (2025)
Does Acceleration Cause Hidden Instability in Vision Language Models? Uncovering Instance-Level Divergence Through a Large-Scale Empirical Study
by: Sun, Yizheng, et al.
Published: (2025)
by: Sun, Yizheng, et al.
Published: (2025)
Language Imbalance Driven Rewarding for Multilingual Self-improving
by: Yang, Wen, et al.
Published: (2024)
by: Yang, Wen, et al.
Published: (2024)
Implicit Cross-Lingual Rewarding for Efficient Multilingual Preference Alignment
by: Yang, Wen, et al.
Published: (2025)
by: Yang, Wen, et al.
Published: (2025)
Group then Scale: Dynamic Mixture-of-Experts Multilingual Language Model
by: Li, Chong, et al.
Published: (2025)
by: Li, Chong, et al.
Published: (2025)
A Survey of Large Language Models in Discipline-specific Research: Challenges, Methods and Opportunities
by: Xiang, Lu, et al.
Published: (2025)
by: Xiang, Lu, et al.
Published: (2025)
AutoLLM-CARD: Towards a Description and Landscape of Large Language Models
by: Tian, Shengwei, et al.
Published: (2024)
by: Tian, Shengwei, et al.
Published: (2024)
Will Large Language Models Transform Clinical Prediction?
by: Yildiz, Yusuf, et al.
Published: (2025)
by: Yildiz, Yusuf, et al.
Published: (2025)
INSIGHTBUDDY-AI: Medication Extraction and Entity Linking using Large Language Models and Ensemble Learning
by: Romero, Pablo, et al.
Published: (2024)
by: Romero, Pablo, et al.
Published: (2024)
Modular Sentence Encoders: Separating Language Specialization from Cross-Lingual Alignment
by: Huang, Yongxin, et al.
Published: (2024)
by: Huang, Yongxin, et al.
Published: (2024)
LVPruning: An Effective yet Simple Language-Guided Vision Token Pruning Approach for Multi-modal Large Language Models
by: Sun, Yizheng, et al.
Published: (2025)
by: Sun, Yizheng, et al.
Published: (2025)
Neural Machine Translation of Clinical Text: An Empirical Investigation into Multilingual Pre-Trained Language Models and Transfer-Learning
by: Han, Lifeng, et al.
Published: (2023)
by: Han, Lifeng, et al.
Published: (2023)
TokAlign: Efficient Vocabulary Adaptation via Token Alignment
by: Li, Chong, et al.
Published: (2025)
by: Li, Chong, et al.
Published: (2025)
Exploration of Masked and Causal Language Modelling for Text Generation
by: Micheletti, Nicolo, et al.
Published: (2024)
by: Micheletti, Nicolo, et al.
Published: (2024)
How Syntax Specialization Emerges in Language Models
by: Duan, Xufeng, et al.
Published: (2025)
by: Duan, Xufeng, et al.
Published: (2025)
Mix-of-Language-Experts Architecture for Multilingual Programming
by: Zong, Yifan, et al.
Published: (2025)
by: Zong, Yifan, et al.
Published: (2025)
Single-to-mix Modality Alignment with Multimodal Large Language Model for Document Image Machine Translation
by: Liang, Yupu, et al.
Published: (2025)
by: Liang, Yupu, et al.
Published: (2025)
Multilingual != Multicultural: Evaluating Gaps Between Multilingual Capabilities and Cultural Alignment in LLMs
by: Rystrøm, Jonathan, et al.
Published: (2025)
by: Rystrøm, Jonathan, et al.
Published: (2025)
From Generic Empathy to Personalized Emotional Support: A Self-Evolution Framework for User Preference Alignment
by: Ye, Jing, et al.
Published: (2025)
by: Ye, Jing, et al.
Published: (2025)
BLSP: Bootstrapping Language-Speech Pre-training via Behavior Alignment of Continuation Writing
by: Wang, Chen, et al.
Published: (2023)
by: Wang, Chen, et al.
Published: (2023)
Generating Synthetic Free-text Medical Records with Low Re-identification Risk using Masked Language Modeling
by: Belkadi, Samuel, et al.
Published: (2024)
by: Belkadi, Samuel, et al.
Published: (2024)
Babel-ImageNet: Massively Multilingual Evaluation of Vision-and-Language Representations
by: Geigle, Gregor, et al.
Published: (2023)
by: Geigle, Gregor, et al.
Published: (2023)
Investigating a Benchmark for Training-set free Evaluation of Linguistic Capabilities in Machine Reading Comprehension
by: Schlegel, Viktor, et al.
Published: (2024)
by: Schlegel, Viktor, et al.
Published: (2024)
Large Language Models for Biomedical Text Simplification: Promising But Not There Yet
by: Li, Zihao, et al.
Published: (2024)
by: Li, Zihao, et al.
Published: (2024)
TokAlign++: Advancing Vocabulary Adaptation via Better Token Alignment
by: Li, Chong, et al.
Published: (2026)
by: Li, Chong, et al.
Published: (2026)
Measuring Meaning Composition in the Human Brain with Composition Scores from Large Language Models
by: Gao, Changjiang, et al.
Published: (2024)
by: Gao, Changjiang, et al.
Published: (2024)
Multilingual Pretraining and Instruction Tuning Improve Cross-Lingual Knowledge Alignment, But Only Shallowly
by: Gao, Changjiang, et al.
Published: (2024)
by: Gao, Changjiang, et al.
Published: (2024)
Investigating Large Language Models and Control Mechanisms to Improve Text Readability of Biomedical Abstracts
by: Li, Zihao, et al.
Published: (2023)
by: Li, Zihao, et al.
Published: (2023)
BLSP-Emo: Towards Empathetic Large Speech-Language Models
by: Wang, Chen, et al.
Published: (2024)
by: Wang, Chen, et al.
Published: (2024)
Similar Items
-
Component-Level Lesioning of Language Models Reveals Clinically Aligned Aphasia Phenotypes
by: Wang, Yifan, et al.
Published: (2026) -
Computational Models to Study Language Processing in the Human Brain: A Survey
by: Wang, Shaonan, et al.
Published: (2024) -
Decoding the Multimodal Mind: Generalizable Brain-to-Text Translation via Multimodal Alignment and Adaptive Routing
by: Ye, Chunyu, et al.
Published: (2025) -
Improving In-context Learning of Multilingual Generative Language Models with Cross-lingual Alignment
by: Li, Chong, et al.
Published: (2023) -
Bridging Brains and Models: MoE-Based Functional Lesions for Simulating and Rehabilitating Aphasia
by: Wang, Yifan, et al.
Published: (2025)