Cover Image

Unraveling Babel: Exploring Multilingual Activation Patterns of LLMs and Their Applications

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Liu, Weize, Xu, Yinlong, Xu, Hongxia, Chen, Jintai, Hu, Xuming, Wu, Jian
Format:	Preprint
Published:	2024
Subjects:	Computation and Language
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Mind's Mirror: Distilling Self-Evaluation Capability and Comprehensive Thinking from Large Language Models
by: Liu, Weize, et al.
Published: (2023)

From Misleading Queries to Accurate Answers: A Three-Stage Fine-Tuning Method for LLMs
by: Li, Guocong, et al.
Published: (2025)

Lost in the Tower of Babel: The Adverse Effects of Incidental Multilingualism in LLMs
by: Mukherjee, Anjishnu, et al.
Published: (2026)

Challenging Multilingual LLMs: A New Taxonomy and Benchmark for Unraveling Hallucination in Translation
by: Wu, Xinwei, et al.
Published: (2025)

The Rise and Down of Babel Tower: Investigating the Evolution Process of Multilingual Code Large Language Model
by: Chen, Jiawei, et al.
Published: (2024)

CC-GSEO-Bench: A Content-Centric Benchmark for Measuring Source Influence in Generative Search Engines
by: Chen, Qiyuan, et al.
Published: (2025)

Making Pre-trained Language Models Great on Tabular Prediction
by: Yan, Jiahuan, et al.
Published: (2024)

Under the Shadow of Babel: How Language Shapes Reasoning in LLMs
by: Wang, Chenxi, et al.
Published: (2025)

Icon$^{2}$: Aligning Large Language Models Using Self-Synthetic Preference Data via Inherent Regulation
by: Chen, Qiyuan, et al.
Published: (2025)

Learning What Matters: Dynamic Dimension Selection and Aggregation for Interpretable Vision-Language Reward Modeling
by: Chen, Qiyuan, et al.
Published: (2026)

The Tower of Babel Revisited: Multilingual Jailbreak Prompts on Closed-Source Large Language Models
by: Huang, Linghan, et al.
Published: (2025)

BabyBabelLM: A Multilingual Benchmark of Developmentally Plausible Training Data
by: Jumelet, Jaap, et al.
Published: (2025)

TWIN-GPT: Digital Twins for Clinical Trials via Large Language Model
by: Wang, Yue, et al.
Published: (2024)

Shared Path: Unraveling Memorization in Multilingual LLMs through Language Similarities
by: Luo, Xiaoyu, et al.
Published: (2025)

FlowKV: Enhancing Multi-Turn Conversational Coherence in LLMs via Isolated Key-Value Cache Management
by: Liu, Xiang, et al.
Published: (2025)

Babel-ImageNet: Massively Multilingual Evaluation of Vision-and-Language Representations
by: Geigle, Gregor, et al.
Published: (2023)

NeoBabel: A Multilingual Open Tower for Visual Generation
by: Derakhshani, Mohammad Mahdi, et al.
Published: (2025)

Babel: Open Multilingual Large Language Models Serving Over 90% of Global Speakers
by: Zhao, Yiran, et al.
Published: (2025)

HyperG: Hypergraph-Enhanced LLMs for Structured Knowledge
by: Huang, Sirui, et al.
Published: (2025)

Small Models are LLM Knowledge Triggers on Medical Tabular Prediction
by: Yan, Jiahuan, et al.
Published: (2024)

Exploring Robustness of Multilingual LLMs on Real-World Noisy Data
by: Aliakbarzadeh, Amirhossein, et al.
Published: (2025)

Following the Whispers of Values: Unraveling Neural Mechanisms Behind Value-Oriented Behaviors in LLMs
by: Hu, Ling, et al.
Published: (2025)

Med-U1: Incentivizing Unified Medical Reasoning in LLMs via Large-scale Reinforcement Learning
by: Zhang, Xiaotian, et al.
Published: (2025)

Exploring Activation Patterns of Parameters in Language Models
by: Wang, Yudong, et al.
Published: (2024)

BabelBench: An Omni Benchmark for Code-Driven Analysis of Multimodal and Multistructured Data
by: Wang, Xuwu, et al.
Published: (2024)

Review-Then-Refine: A Dynamic Framework for Multi-Hop Question Answering with Temporal Adaptability
by: Chen, Xiangsen, et al.
Published: (2024)

CATMark: A Context-Aware Thresholding Framework for Robust Cross-Task Watermarking in Large Language Models
by: Zhang, Yu, et al.
Published: (2025)

M-DaQ: Retrieving Samples with Multilingual Diversity and Quality for Instruction Fine-Tuning Datasets
by: Zhao, Chunguang, et al.
Published: (2025)

Internal Chain-of-Thought: Empirical Evidence for Layer-wise Subtask Scheduling in LLMs
by: Yang, Zhipeng, et al.
Published: (2025)

MIDB: Multilingual Instruction Data Booster for Enhancing Cultural Equality in Multilingual Instruction Synthesis
by: Liu, Yilun, et al.
Published: (2025)

Do BERT-Like Bidirectional Models Still Perform Better on Text Classification in the Era of LLMs?
by: Zhang, Junyan, et al.
Published: (2025)

Less, but Better: Efficient Multilingual Expansion for LLMs via Layer-wise Mixture-of-Experts
by: Zhang, Xue, et al.
Published: (2025)

The Language Barrier: Dissecting Safety Challenges of LLMs in Multilingual Contexts
by: Shen, Lingfeng, et al.
Published: (2024)

MINER: Mining the Underlying Pattern of Modality-Specific Neurons in Multimodal Large Language Models
by: Huang, Kaichen, et al.
Published: (2024)

Exploring Multilingual Concepts of Human Value in Large Language Models: Is Value Alignment Consistent, Transferable and Controllable across Languages?
by: Xu, Shaoyang, et al.
Published: (2024)

A Framework to Assess Multilingual Vulnerabilities of LLMs
by: Tang, Likai, et al.
Published: (2025)

Multi-rater Prompting for Ambiguous Medical Image Segmentation
by: Wang, Jinhong, et al.
Published: (2024)

CCNU at SemEval-2025 Task 3: Leveraging Internal and External Knowledge of Large Language Models for Multilingual Hallucination Annotation
by: Liu, Xu, et al.
Published: (2025)

Linguistic Neuron Overlap Patterns to Facilitate Cross-lingual Transfer on Low-resource Languages
by: Xu, Yuemei, et al.
Published: (2025)

M2G-Eval: Enhancing and Evaluating Multi-granularity Multilingual Code Generation
by: Xu, Fanglin, et al.
Published: (2025)