language model adaptation

Adapting Falcon3-7B Language Model for Arabic: Methods, Challenges, and Outcomes EMNLP 2025 Dictionaries to the Rescue: Cross-Lingual Vocabulary Transfer for Low-Resource Languages Using Bilingual Dictionaries ACL 2025 Instructing Large Language Models for Low-Resource Languages: A Systematic Study for Basque EMNLP 2025 LawInstruct: A Resource for Studying Language Model Adaptation to the Legal Domain NAACL 2025 Towards Effective and Efficient Continual Pre-training of Large Language Models ACL 2025 We’re Calling an Intervention: Exploring Fundamental Hurdles in Adapting Language Models to Nonstandard Text NAACL 2025 You Are What You Say: Exploiting Linguistic Content for VoicePrivacy Attacks Interspeech 2025 Fine-Tuning ASR models for Very Low-Resource Languages: A Study on Mvskoke ACL 2024 LangBridge: Multilingual Reasoning Without Multilingual Supervision ACL 2024 Learn and Don't Forget: Adding a New Language to ASR Foundation Models Interspeech 2024 LEIA: Facilitating Cross-lingual Knowledge Transfer in Language Models with Entity-based Data Augmentation ACL 2024 Llama2Vec: Unsupervised Adaptation of Large Language Models for Dense Retrieval ACL 2024 MELT: Materials-aware Continued Pre-training for Language Model Adaptation to Materials Science EMNLP 2024 RoQLlama: A Lightweight Romanian Adapted Language Model EMNLP 2024 SEED: Semantic Knowledge Transfer for Language Model Adaptation to Materials Science EMNLP 2024 Text-only Domain Adaptation for CTC-based Speech Recognition through Substitution of Implicit Linguistic Information in the Search Space Interspeech 2024 A More Accurate Internal Language Model Score Estimation for the Hybrid Autoregressive Transducer Interspeech 2023 Diversifying language models for lesser-studied languages and language-usage contexts: A case of second language Korean EMNLP 2023 Few-shot Fine-tuning vs. In-context Learning: A Fair Comparison and Evaluation ACL 2023 Gradual Language Model Adaptation Using Fine-Grained Typology EACL 2023 Large Language Models Are Partially Primed in Pronoun Interpretation ACL 2023 Mini-Model Adaptation: Efficiently Extending Pretrained Models to New Languages via Aligned Shallow Training ACL 2023 X-SNS: Cross-Lingual Transfer Prediction through Sub-Network Similarity EMNLP 2023 MetaPrompting: Learning to Learn Better Prompts COLING 2022 NeuroCounterfactuals: Beyond Minimal-Edit Counterfactuals for Richer Data Augmentation EMNLP 2022