Cover Image

Bridging the Language Gaps in Large Language Models with Inference-Time Cross-Lingual Intervention

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Wang, Weixuan, Wu, Minghao, Haddow, Barry, Birch, Alexandra
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

HBO: Hierarchical Balancing Optimization for Fine-Tuning Large Language Models
by: Wang, Weixuan, et al.
Published: (2025)

Demystifying Multilingual Chain-of-Thought in Process Reward Modeling
by: Wang, Weixuan, et al.
Published: (2025)

Sharing Matters: Analysing Neurons Across Languages and Tasks in LLMs
by: Wang, Weixuan, et al.
Published: (2024)

ExpertSteer: Intervening in LLMs through Expert Knowledge
by: Wang, Weixuan, et al.
Published: (2025)

Learning to Summarize by Learning to Quiz: Adversarial Agentic Collaboration for Long Document Summarization
by: Wang, Weixuan, et al.
Published: (2025)

The Ups and Downs of Large Language Model Inference with Vocabulary Trimming by Language Heuristics
by: Bogoychev, Nikolay, et al.
Published: (2023)

Quality or Quantity? On Data Scale and Diversity in Adapting Large Language Models for Low-Resource Translation
by: Iyer, Vivek, et al.
Published: (2024)

Improving Multilingual Retrieval-Augmented Language Models through Dialectic Reasoning Argumentations
by: Ranaldi, Leonardo, et al.
Published: (2025)

Multilingual Retrieval-Augmented Generation for Knowledge-Intensive Task
by: Ranaldi, Leonardo, et al.
Published: (2025)

When Does Monolingual Data Help Multilingual Translation: The Role of Domain and Model Scale
by: Baziotis, Christos, et al.
Published: (2023)

Compact Speech Translation Models via Discrete Speech Units Pretraining
by: Lam, Tsz Kin, et al.
Published: (2024)

MGen: Millions of Naturally Occurring Generics in Context
by: Cilleruelo, Gustavo, et al.
Published: (2025)

Prosody in Cascade and Direct Speech-to-Text Translation: a case study on Korean Wh-Phrases
by: Zhou, Giulio, et al.
Published: (2024)

The Prosody of Emojis
by: Zhou, Giulio, et al.
Published: (2025)

Iterative Translation Refinement with Large Language Models
by: Chen, Pinzhen, et al.
Published: (2023)

Context and System Fusion in Post-ASR Emotion Recognition with Large Language Models
by: Stepachev, Pavel, et al.
Published: (2024)

Generics are puzzling. Can language models find the missing piece?
by: Calderón, Gustavo Cilleruelo, et al.
Published: (2024)

Left Behind: Cross-Lingual Transfer as a Bridge for Low-Resource Languages in Large Language Models
by: Beibitkhan, Abdul-Salem
Published: (2026)

Cross-Lingual Pitfalls: Automatic Probing Cross-Lingual Weakness of Multilingual Large Language Models
by: Xu, Zixiang, et al.
Published: (2025)

Is It Good Data for Multilingual Instruction Tuning or Just Bad Multilingual Evaluation for Large Language Models?
by: Chen, Pinzhen, et al.
Published: (2024)

Liaozhai through the Looking-Glass: On Paratextual Explicitation of Culture-Bound Terms in Machine Translation
by: Shen, Sherrie, et al.
Published: (2025)

Bridging Language Gaps: Advances in Cross-Lingual Information Retrieval with Multilingual LLMs
by: Goworek, Roksana, et al.
Published: (2025)

Cross-Lingual Optimization for Language Transfer in Large Language Models
by: Lee, Jungseob, et al.
Published: (2025)

Fine-Tuning Large Language Models to Translate: Will a Touch of Noisy Data in Misaligned Languages Suffice?
by: Zhu, Dawei, et al.
Published: (2024)

Cross-Lingual Knowledge Editing in Large Language Models
by: Wang, Jiaan, et al.
Published: (2023)

Cross-Lingual Consistency: A Novel Inference Framework for Advancing Reasoning in Large Language Models
by: Yu, Zhiwei, et al.
Published: (2025)

Steering into New Embedding Spaces: Analyzing Cross-Lingual Alignment Induced by Model Interventions in Multilingual Language Models
by: Sundar, Anirudh, et al.
Published: (2025)

Large Language Models Are Cross-Lingual Knowledge-Free Reasoners
by: Hu, Peng, et al.
Published: (2024)

Evaluating Large Language Models for Cross-Lingual Retrieval
by: Zuo, Longfei, et al.
Published: (2025)

Cross-Lingual Transfer for Natural Language Inference via Multilingual Prompt Translator
by: Qiu, Xiaoyu, et al.
Published: (2024)

Optimising Calls to Large Language Models with Uncertainty-Based Two-Tier Selection
by: Ramírez, Guillem, et al.
Published: (2024)

Semantic Pivots Enable Cross-Lingual Transfer in Large Language Models
by: He, Kaiyu, et al.
Published: (2025)

Marco-LLM: Bridging Languages via Massive Multilingual Training for Cross-Lingual Enhancement
by: Ming, Lingfeng, et al.
Published: (2024)

CLAIM: Mitigating Multilingual Object Hallucination in Large Vision-Language Models with Cross-Lingual Attention Intervention
by: Ye, Zekai, et al.
Published: (2025)

Language Anisotropic Cross-Lingual Model Editing
by: Xu, Yang, et al.
Published: (2022)

LLM-XTM: Enhancing Cross-Lingual Topic Models with Large Language Models
by: Xuan, Minh Chu, et al.
Published: (2026)

Cross-Lingual Conversational Speech Summarization with Large Language Models
by: Nelson, Max, et al.
Published: (2024)

Kakugo: Distillation of Low-Resource Languages into Small Language Models
by: Devine, Peter, et al.
Published: (2026)

$C^3$: Confidence Calibration Model Cascade for Inference-Efficient Cross-Lingual Natural Language Understanding
by: Lu, Taixi, et al.
Published: (2024)

Towards Cross-Lingual Explanation of Artwork in Large-scale Vision Language Models
by: Ozaki, Shintaro, et al.
Published: (2024)