multilingual language model

Upsample or Upweight? Balanced Training on Heavily Imbalanced Datasets NAACL 2025 VEEF-Multi-LLM: Effective Vocabulary Expansion and Parameter Efficient Finetuning Towards Multilingual Large Language Models COLING 2025 VMLU Benchmarks: A comprehensive benchmark toolkit for Vietnamese LLMs ACL 2025 VRCP: Vocabulary Replacement Continued Pretraining for Efficient Multilingual Language Models COLING 2025 What Causes Knowledge Loss in Multilingual Language Models? ACL 2025 When Life Gives You Samples: The Benefits of Scaling up Inference Compute for Multilingual LLMs EMNLP 2025 X-ALMA: Plug & Play Modules and Adaptive Rejection for Quality Translation at Scale ICLR 2025 Accelerating Multilingual Language Model for Excessively Tokenized Languages ACL 2024 Analysis of Multi-Source Language Training in Cross-Lingual Transfer ACL 2024 Analyzing the Evaluation of Cross-Lingual Knowledge Transfer in Multilingual Language Models EACL 2024 An Efficient Approach for Studying Cross-Lingual Transfer in Multilingual Language Models EMNLP 2024 An Empirical Study on Cross-lingual Vocabulary Adaptation for Efficient Language Model Inference EMNLP 2024 A Shocking Amount of the Web is Machine Translated: Insights from Multi-Way Parallelism ACL 2024 Aya Model: An Instruction Finetuned Open-Access Multilingual Language Model ACL 2024 Breaking Language Barriers: Cross-Lingual Continual Pre-Training at Scale EMNLP 2024 Breaking Language Barriers in Multilingual Mathematical Reasoning: Insights and Observations EMNLP 2024 Breaking the Curse of Multilinguality with Cross-lingual Expert Language Models EMNLP 2024 Breaking the Language Barrier: Can Direct Inference Outperform Pre-Translation in Multilingual LLM Applications? NAACL 2024 Concept Space Alignment in Multilingual LLMs EMNLP 2024 Constrained Decoding for Cross-lingual Label Projection ICLR 2024 Correlations between Multilingual Language Model Geometry and Crosslingual Transfer Performance COLING 2024 CroCoSum: A Benchmark Dataset for Cross-Lingual Code-Switched Summarization COLING 2024 Cross-lingual Editing in Multilingual Language Models EACL 2024 Cross-Lingual Knowledge Editing in Large Language Models ACL 2024 Cross-Lingual Transfer from Related Languages: Treating Low-Resource Maltese as Multilingual Code-Switching EACL 2024