language adaptation

AfriqueLLM: How Data Mixing and Model Architecture Impact Continued Pre-training for African Languages ACL 2026 Completely Modular Fine-tuning for Dynamic Language Adaptation EACL 2026 Efficient Low-Resource Language Adaptation via Multi-Source Dynamic Logit Fusion ACL 2026 One Tokenizer To Rule Them All: Emergent Language Plasticity via Multilingual Tokenizers ACL 2026 Positional Cognitive Specialization: Where Do LLMs Learn to Comprehend and Speak Your Language? AAAI 2026 Thesis Proposal: Diagnosing and Mitigating Semantic Interference in Script-Sharing Low-Resource Language Models: A Case Study on Square Bai Script ACL 2026 Adapting Definition Modeling for New Languages: A Case Study on Belarusian ACL 2025 Challenges in Adapting Multilingual LLMs to Low-Resource Languages using LoRA PEFT Tuning COLING 2025 CSIRO-LT at SemEval-2025 Task 11: Adapting LLMs for Emotion Recognition for Multiple Languages SemEval 2025 DIPLomA: Efficient Adaptation of Instructed LLMs to Low-Resource Languages via Post-Training Delta Merging EMNLP 2025 Emergent Abilities of Large Language Models under Continued Pre-training for Language Adaptation ACL 2025 Extending LLMs to New Languages: A Case Study of Llama and Persian Adaptation COLING 2025 How to age BERT Well: Continuous Training for Historical Language Adaptation COLING 2025 Instructing Large Language Models for Low-Resource Languages: A Systematic Study for Basque EMNLP 2025 Krikri: Advancing Open Large Language Models for Greek EMNLP 2025 Language Adaptation of Large Language Models: An Empirical Study on LLaMA2 COLING 2025 Language Confusion and Multilingual Performance: A Case Study of Thai-Adapted Large Language Models AACL 2025 MiLiC-Eval: Benchmarking Multilingual LLMs for China’s Minority Languages ACL 2025 Mitigating Language Mismatch in SSL-Based Speaker Anonymization Interspeech 2025 Nile-Chat: Egyptian Language Models for Arabic and Latin Scripts EMNLP 2025 R-BPE: Improving BPE-Tokenizers with Token Reuse EMNLP 2025 Semantic Aware Linear Transfer by Recycling Pre-trained Language Models for Cross-lingual Transfer ACL 2025 Small Models, Big Impact: Efficient Corpus and Graph-Based Adaptation of Small Multilingual Language Models for Low-Resource Languages ACL 2025 Typology-Guided Adaptation in Multilingual Models ACL 2025 An Initial Investigation of Language Adaptation for TTS Systems under Low-resource Scenarios Interspeech 2024