vocabulary adaptation

AdaSpec: Adaptive Multilingual Speculative Decoding with Self-Synthesized Language-Aware Training and Vocabulary Simplification AAAI 2026 Learning Faster with Better Tokens: Parameter-Efficient Vocabulary Adaptation for Specialized Text Summarization ACL 2026 Ted-Tok: Maintaining an Evolving Vocabulary for Lifelong Learning ACL 2026 Adapters for Altering LLM Vocabularies: What Languages Benefit the Most? ICLR 2025 Combining Automated and Manual Data for Effective Downstream Fine-Tuning of Transformers for Low-Resource Language Applications ACL 2025 Evaluation of LLMs in Medical Text Summarization: The Role of Vocabulary Adaptation in High OOV Settings ACL 2025 Optimizing LLMs for Italian: Reducing Token Fertility and Enhancing Efficiency Through Vocabulary Adaptation NAACL 2025 TokAlign: Efficient Vocabulary Adaptation via Token Alignment ACL 2025 Cendol: Open Instruction-tuned Generative Large Language Models for Indonesian Languages ACL 2024 FLOR: On the Effectiveness of Language Adaptation COLING 2024 Targeted Multilingual Adaptation for Low-resource Language Families EMNLP 2024 AVocaDo: Strategy for Adapting Vocabulary to Downstream Domain EMNLP 2021 Few-shot learning through contextual data augmentation EACL 2021 IndoBERTweet: A Pretrained Language Model for Indonesian Twitter with Effective Domain-Specific Vocabulary Initialization EMNLP 2021 Towards Continual Learning for Multilingual Machine Translation via Vocabulary Substitution NAACL 2021 Vocabulary Adaptation for Domain Adaptation in Neural Machine Translation EMNLP 2020 End-to-End Adaptation with Backpropagation Through WFST for On-Device Speech Recognition System Interspeech 2019 All About VLAD CVPR 2013