Cover Image

Tracing Multilingual Knowledge Acquisition Dynamics in Domain Adaptation: A Case Study of English-Japanese Biomedical Adaptation

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Zhao, Xin, Yoshinaga, Naoki, Tsuta, Yuma, Aizawa, Akiko
Format:	Preprint
Published:	2025
Subjects:	Computation and Language
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Rethinking Response Evaluation from Interlocutor's Eye for Open-Domain Dialogue Systems
by: Tsuta, Yuma, et al.
Published: (2024)

Tracing the Roots of Facts in Multilingual Language Models: Independent, Shared, and Transferred Knowledge
by: Zhao, Xin, et al.
Published: (2024)

Unsupervised Domain Adaptation for Keyphrase Generation using Citation Contexts
by: Boudin, Florian, et al.
Published: (2024)

JMedBench: A Benchmark for Evaluating Japanese Biomedical Large Language Models
by: Jiang, Junfeng, et al.
Published: (2024)

Efficient Adaptation of Multilingual Models for Japanese ASR
by: Bajo, Mark, et al.
Published: (2024)

Harnessing PDF Data for Improving Japanese Large Multimodal Models
by: Baek, Jeonghun, et al.
Published: (2025)

What Matters in Memorizing and Recalling Facts? Multifaceted Benchmarks for Knowledge Probing in Language Models
by: Zhao, Xin, et al.
Published: (2024)

Tracing Multilingual Factual Knowledge Acquisition in Pretraining
by: Liu, Yihong, et al.
Published: (2025)

Automatically Suggesting Diverse Example Sentences for L2 Japanese Learners Using Pre-Trained Language Models
by: Benedetti, Enrico, et al.
Published: (2025)

PrionNER: A Named Entity Recognition Dataset for Prion Disease Biomedical Literature
by: Dao, An, et al.
Published: (2026)

Neuron Empirical Gradient: Discovering and Quantifying Neurons Global Linear Controllability
by: Zhao, Xin, et al.
Published: (2024)

Constructing Synthetic Instruction Datasets for Improving Reasoning in Domain-Specific LLMs: A Case Study in the Japanese Financial Domain
by: Okochi, Yuma, et al.
Published: (2026)

Are Emotions Arranged in a Circle? Geometric Analysis of Emotion Representations via Hyperspherical Contrastive Learning
by: Yamauchi, Yusuke, et al.
Published: (2026)

Multilinguality as Sense Adaptation
by: Cruz, Jan Christian Blaise, et al.
Published: (2026)

MEMLA: Enhancing Multilingual Knowledge Editing with Neuron-Masked Low-Rank Adaptation
by: Xie, Jiakuan, et al.
Published: (2024)

Mix-CPT: A Domain Adaptation Framework via Decoupling Knowledge Learning and Format Alignment
by: Jiang, Jinhao, et al.
Published: (2024)

Commentary Generation from Data Records of Multiplayer Strategy Esports Game
by: Wang, Zihan, et al.
Published: (2022)

Multilingual Transfer and Domain Adaptation for Low-Resource Languages of Spain
by: Luo, Yuanchang, et al.
Published: (2024)

An Analysis of Datasets, Metrics and Models in Keyphrase Generation
by: Boudin, Florian, et al.
Published: (2025)

Preface to the Special Issue of the TAL Journal on Scholarly Document Processing
by: Boudin, Florian, et al.
Published: (2025)

Domain Adaptation for Japanese Sentence Embeddings with Contrastive Learning based on Synthetic Sentence Generation
by: Chen, Zihao, et al.
Published: (2025)

Repurposing Annotation Guidelines to Instruct LLM Annotators: A Case Study
by: Kim, Kon Woo, et al.
Published: (2025)

Beyond Chains: Bridging Large Language Models and Knowledge Bases in Complex Question Answering
by: Zhu, Yihua, et al.
Published: (2025)

Rethinking LLM Language Adaptation: A Case Study on Chinese Mixtral
by: Cui, Yiming, et al.
Published: (2024)

Reformulating Domain Adaptation of Large Language Models as Adapt-Retrieve-Revise: A Case Study on Chinese Legal Domain
by: wan, Zhen, et al.
Published: (2023)

Dynamic Prompt Fusion for Multi-Task and Cross-Domain Adaptation in LLMs
by: Hu, Xin, et al.
Published: (2025)

Low-Rank Adaptation for Multilingual Summarization: An Empirical Study
by: Whitehouse, Chenxi, et al.
Published: (2023)

ChatGPT as a Translation Engine: A Case Study on Japanese-English
by: Sutanto, Vincent Michael, et al.
Published: (2025)

Adaptation of Biomedical and Clinical Pretrained Models to French Long Documents: A Comparative Study
by: Bazoge, Adrien, et al.
Published: (2024)

Targeted Multilingual Adaptation for Low-resource Language Families
by: Downey, C. M., et al.
Published: (2024)

Adaptative Bilingual Aligning Using Multilingual Sentence Embedding
by: Kraif, Olivier
Published: (2024)

MrBERT: Modern Multilingual Encoders via Vocabulary, Domain, and Dimensional Adaptation
by: Tamayo, Daniel, et al.
Published: (2026)

The Promises and Pitfalls of LLM Annotations in Dataset Labeling: a Case Study on Media Bias Detection
by: Horych, Tomas, et al.
Published: (2024)

Japanese-English Sentence Translation Exercises Dataset for Automatic Grading
by: Miura, Naoki, et al.
Published: (2024)

IKnow: Instruction-Knowledge-Aware Continual Pretraining for Effective Domain Adaptation
by: Zhang, Tianyi, et al.
Published: (2025)

Similarity-Based Domain Adaptation with LLMs
by: He, Jie, et al.
Published: (2025)

Rethinking Multilingual Vision-Language Translation: Dataset, Evaluation, and Adaptation
by: Wang, Xintong, et al.
Published: (2025)

A Three-Pronged Approach to Cross-Lingual Adaptation with Multilingual LLMs
by: Singh, Vaibhav, et al.
Published: (2024)

Modular Adaptation of Multilingual Encoders to Written Swiss German Dialect
by: Vamvas, Jannis, et al.
Published: (2024)

Reassessing Extractive QA Datasets at Scale: LLM-as-a-Judge and In-Depth Analyses
by: Ho, Xanh, et al.
Published: (2025)