Image de couverture de livre

AlignX: Advancing Multilingual Large Language Models with Multilingual Representation Alignment

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Bu, Mengyu, Zhang, Shaolei, He, Zhongjun, Wu, Hua, Feng, Yang
Format:	Preprint
Publié:	2025
Sujets:	Computation and Language
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

Language on Demand, Knowledge at Core: Composing LLMs with Encoder-Decoder Translation Models for Extensible Multilinguality
par: Bu, Mengyu, et autres
Publié: (2026)

Towards Boosting Many-to-Many Multilingual Machine Translation with Large Language Models
par: Gao, Pengzhi, et autres
Publié: (2024)

BayLing 2: A Multilingual Large Language Model with Efficient Language Alignment
par: Zhang, Shaolei, et autres
Publié: (2024)

Improving Multilingual Neural Machine Translation by Utilizing Semantic and Linguistic Features
par: Bu, Mengyu, et autres
Publié: (2024)

CM-Align: Consistency-based Multilingual Alignment for Large Language Models
par: Zhang, Xue, et autres
Publié: (2025)

Align Once, Benefit Multilingually: Enforcing Multilingual Consistency for LLM Safety Alignment
par: Bu, Yuyan, et autres
Publié: (2026)

Improving Multilingual Language Models by Aligning Representations through Steering
par: Mahmoud, Omar, et autres
Publié: (2025)

LayAlign: Enhancing Multilingual Reasoning in Large Language Models via Layer-Wise Adaptive Fusion and Alignment Strategy
par: Ruan, Zhiwen, et autres
Publié: (2025)

MMLU-ProX: A Multilingual Benchmark for Advanced Large Language Model Evaluation
par: Xuan, Weihao, et autres
Publié: (2025)

Multilingual Large Language Models and Curse of Multilinguality
par: Gurgurov, Daniil, et autres
Publié: (2024)

MAPO: Advancing Multilingual Reasoning through Multilingual Alignment-as-Preference Optimization
par: She, Shuaijie, et autres
Publié: (2024)

Align to the Pivot: Dual Alignment with Self-Feedback for Multilingual Math Reasoning
par: Zhao, Chunxu, et autres
Publié: (2026)

Pruning Multilingual Large Language Models for Multilingual Inference
par: Kim, Hwichan, et autres
Publié: (2024)

TruthX: Alleviating Hallucinations by Editing Large Language Models in Truthful Space
par: Zhang, Shaolei, et autres
Publié: (2024)

Language Model Alignment in Multilingual Trolley Problems
par: Jin, Zhijing, et autres
Publié: (2024)

IG-Pruning: Input-Guided Block Pruning for Large Language Models
par: Qiao, Kangyu, et autres
Publié: (2025)

Auto-RAG: Autonomous Retrieval-Augmented Generation for Large Language Models
par: Yu, Tian, et autres
Publié: (2024)

When Alignment Hurts: Decoupling Representational Spaces in Multilingual Models
par: Elshabrawy, Ahmed, et autres
Publié: (2025)

XTRUST: On the Multilingual Trustworthiness of Large Language Models
par: Li, Yahan, et autres
Publié: (2024)

Dictionary Insertion Prompting for Multilingual Reasoning on Multilingual Large Language Models
par: Lu, Hongyuan, et autres
Publié: (2024)

Revealing the Parallel Multilingual Learning within Large Language Models
par: Mu, Yongyu, et autres
Publié: (2024)

Truth-Aware Context Selection: Mitigating Hallucinations of Large Language Models Being Misled by Untruthful Contexts
par: Yu, Tian, et autres
Publié: (2024)

Lens: Rethinking Multilingual Enhancement for Large Language Models
par: Zhao, Weixiang, et autres
Publié: (2024)

Multilingual Jailbreak Challenges in Large Language Models
par: Deng, Yue, et autres
Publié: (2023)

A Survey on Large Language Models with Multilingualism: Recent Advances and New Frontiers
par: Huang, Kaiyu, et autres
Publié: (2024)

A Survey on Multilingual Large Language Models: Corpora, Alignment, and Bias
par: Xu, Yuemei, et autres
Publié: (2024)

PART: Progressive Alignment Representation Training for Multilingual Speech-To-Text with LLMs
par: Zhang, Pei, et autres
Publié: (2025)

Language Surgery in Multilingual Large Language Models
par: Lopo, Joanito Agili, et autres
Publié: (2025)

Beyond the Final Layer: Intermediate Representations for Better Multilingual Calibration in Large Language Models
par: Zhou, Ej, et autres
Publié: (2025)

LatinX: Aligning a Multilingual TTS Model with Direct Preference Optimization
par: Chary, Luis Felipe, et autres
Publié: (2025)

Evaluating Zero-Shot Multilingual Aspect-Based Sentiment Analysis with Large Language Models
par: Wu, Chengyan, et autres
Publié: (2024)

The Role of Mixed-Language Documents for Multilingual Large Language Model Pretraining
par: Shao, Jiandong, et autres
Publié: (2026)

Large Language Models Are Read/Write Policy-Makers for Simultaneous Generation
par: Guo, Shoutao, et autres
Publié: (2025)

PreAlign: Boosting Cross-Lingual Transfer by Early Establishment of Multilingual Alignment
par: Li, Jiahuan, et autres
Publié: (2024)

Exploring Multilingual Concepts of Human Value in Large Language Models: Is Value Alignment Consistent, Transferable and Controllable across Languages?
par: Xu, Shaoyang, et autres
Publié: (2024)

mOthello: When Do Cross-Lingual Representation Alignment and Cross-Lingual Transfer Emerge in Multilingual Models?
par: Hua, Tianze, et autres
Publié: (2024)

Disentangling Language and Culture for Evaluating Multilingual Large Language Models
par: Ying, Jiahao, et autres
Publié: (2025)

Multilingual Hallucination Gaps in Large Language Models
par: Chataigner, Cléa, et autres
Publié: (2024)

Quantifying Language Disparities in Multilingual Large Language Models
par: Hu, Songbo, et autres
Publié: (2025)

Improving In-context Learning of Multilingual Generative Language Models with Cross-lingual Alignment
par: Li, Chong, et autres
Publié: (2023)