vocabulary expansion

27 papers

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large language model (12755) transfer learning (5442) language model (4573) multilingual model (920) domain adaptation (4578) embedding initialization (10) automatic speech recognition (1764) parameter-efficient fine-tuning (703) vision-language model (2235) pre-trained language model (1514)

Papers

Adapting Hybrid Parallel-Head Large Language Models for Southeast Asia AAAI 2026

Synthetic Doctor-Patient Dialogue Generation for Robust Medical ASR: A Scalable Pipeline for Vocabulary Expansion and Privacy Preservation EACL 2026

From English-Centric to Effective Bilingual: LLMs with Custom Tokenizers for Underrepresented Languages ACL 2025

HYPEROFA: Expanding LLM Vocabulary to New Languages via Hypernetwork-Based Embedding Initialization ACL 2025

NusaBERT: Teaching IndoBERT to be Multilingual and Multicultural COLING 2025

VEEF-Multi-LLM: Effective Vocabulary Expansion and Parameter Efficient Finetuning Towards Multilingual Large Language Models COLING 2025

CLIX: Cross-Lingual Explanations of Idiomatic Expressions ACL 2025

CoVE: Compressed Vocabulary Expansion Makes Better LLM-based Recommender Systems ACL 2025

Optimizing Language Augmentation for Multilingual Large Language Models: A Case Study on Korean COLING 2024

SEED: Semantic Knowledge Transfer for Language Model Adaptation to Materials Science EMNLP 2024

LLaMAX: Scaling Linguistic Horizons of LLM by Enhancing Translation Capabilities Beyond 100 Languages EMNLP 2024

Gold Panning in Vocabulary: An Adaptive Method for Vocabulary Expansion of Domain-Specific LLMs EMNLP 2024

An Empirical Comparison of Vocabulary Expansion and Initialization Approaches For Language Models EMNLP 2024

An Empirical Comparison of Vocabulary Expansion and Initialization Approaches For Language Models CONLL 2024

VE-KD: Vocabulary-Expansion Knowledge-Distillation for Training Smaller Domain-Specific Language Models EMNLP 2024

Multilingual Pixel Representations for Translation and Effective Cross-lingual Transfer EMNLP 2023

Delving into the Openness of CLIP ACL 2023

Multi-Agent Language Learning: Symbolic Mapping ACL 2023

Unsupervised Domain Adaptation for Sparse Retrieval by Filling Vocabulary and Word Frequency Gaps AACL 2022

AVocaDo: Strategy for Adapting Vocabulary to Downstream Domain EMNLP 2021

Multi-Stage Pre-training for Low-Resource Domain Adaptation EMNLP 2020

Improving Pre-Trained Multilingual Model with Vocabulary Expansion CONLL 2019

Pointing Novel Objects in Image Captioning CVPR 2019

Unsupervised and Efficient Vocabulary Expansion for Recurrent Neural Network Language Models in ASR INTERSPEECH 2018

Producing Unseen Morphological Variants in Statistical Machine Translation EACL 2017