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language model adaptation

47 papers

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Also known as

LMA

Co-occurring keywords

language model (4573) automatic speech recognition (1764) transfer learning (5442) domain adaptation (4578) large language model (12755) speech recognition (1223) cross-lingual transfer (1468) word error rate (406) few-shot learning (3390) acoustic model (277)

Papers

LawInstruct: A Resource for Studying Language Model Adaptation to the Legal Domain NAACL 2025
Instructing Large Language Models for Low-Resource Languages: A Systematic Study for Basque EMNLP 2025
Towards Effective and Efficient Continual Pre-training of Large Language Models ACL 2025
Dictionaries to the Rescue: Cross-Lingual Vocabulary Transfer for Low-Resource Languages Using Bilingual Dictionaries ACL 2025
We’re Calling an Intervention: Exploring Fundamental Hurdles in Adapting Language Models to Nonstandard Text NAACL 2025
Adapting Falcon3-7B Language Model for Arabic: Methods, Challenges, and Outcomes EMNLP 2025
SEED: Semantic Knowledge Transfer for Language Model Adaptation to Materials Science EMNLP 2024
MELT: Materials-aware Continued Pre-training 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
RoQLlama: A Lightweight Romanian Adapted Language Model EMNLP 2024
LEIA: Facilitating Cross-lingual Knowledge Transfer in Language Models with Entity-based Data Augmentation 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
Fine-Tuning ASR models for Very Low-Resource Languages: A Study on Mvskoke ACL 2024
Llama2Vec: Unsupervised Adaptation of Large Language Models for Dense Retrieval ACL 2024
Gradual Language Model Adaptation Using Fine-Grained Typology EACL 2023
Few-shot Fine-tuning vs. In-context Learning: A Fair Comparison and Evaluation ACL 2023
Diversifying language models for lesser-studied languages and language-usage contexts: A case of second language Korean EMNLP 2023
X-SNS: Cross-Lingual Transfer Prediction through Sub-Network Similarity EMNLP 2023
A More Accurate Internal Language Model Score Estimation for the Hybrid Autoregressive Transducer INTERSPEECH 2023
Mini-Model Adaptation: Efficiently Extending Pretrained Models to New Languages via Aligned Shallow Training ACL 2023
Large Language Models Are Partially Primed in Pronoun Interpretation ACL 2023
Quantifying Adaptability in Pre-trained Language Models with 500 Tasks NAACL 2022
NeuroCounterfactuals: Beyond Minimal-Edit Counterfactuals for Richer Data Augmentation EMNLP 2022
Snapshot-Guided Domain Adaptation for ELECTRA EMNLP 2022