En-ViMedNER: An English-Vietnamese Parallel Biomedical Corpus with UMLS Semantic Type Annotations

arXiv:2608.29890 · cs.CL · Submitted 2026-08-30 · Read on arXiv

cs.CL

Submitted: 2026-08-30

Updated: 2026-08-30

Code: https://github.com/chakki-works/seqeval

Terminology

• Fine-Tuning — 15× in this paper · explained in 5 episodes
• Accuracy — 11× in this paper · explained in 1 episode
• Biomedical Named Entity Recognition — 9× in this paper
• Verification — 9× in this paper · explained in 2 episodes
• LLM-as-a-Judge — 8× in this paper · explained in 3 episodes
• Alignment — 7× in this paper · explained in 1 episode
• F1 Score — 7× in this paper · explained in 3 episodes
• Benchmark — 6× in this paper · explained in 2 episodes
• Annotator Agreement — 5× in this paper · explained in 1 episode
• Consistency — 5× in this paper · explained in 3 episodes
• Cross-lingual Transfer — 4× in this paper · explained in 2 episodes
• Unified Medical Language System — 4× in this paper
• Adaptation — 3× in this paper · explained in 1 episode
• Named Entity Recognition (NER) — 3× in this paper · explained in 2 episodes
• Ontology — 3× in this paper · explained in 2 episodes
• Core — 2× in this paper · explained in 2 episodes
• Representation Learning — 2× in this paper · explained in 2 episodes
• Adam — 1× in this paper · explained in 2 episodes
• Data Augmentation — 1× in this paper · explained in 7 episodes
• Embeddings — 1× in this paper · explained in 2 episodes
• Knowledge Base Construction — 1× in this paper · explained in 2 episodes
• LLM judge — 1× in this paper · explained in 2 episodes
• Low-Resource Languages — 1× in this paper · explained in 4 episodes
• Tokenization — 1× in this paper · explained in 2 episodes
• Transfer Learning — 1× in this paper · explained in 10 episodes

Sources

• No Language Left Behind: Scaling Human-Centered Machine Translation
• Qwen2.5 Technical Report
• C-Pack: Packed Resources For General Chinese Embeddings

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