Author

Sangwon Jung

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Jul 2026

TheBioCollection: Unified Pre-Training Scale LLM Corpus for Biology

This work presents TheBioCollection, a 52.6B-token pre-training-scale corpus that converts these disparate resources into a unified, training-ready form spanning small molecules, proteins, genomic sequences, cells, and pathways, and introduces new instruction tasks for capabilities that current corpora barely cover.

Hyunjin Seo, Hyeon Hwang, Gyubok Lee et al. · arXiv.org · 0 citations

Preprint Jul 2026

Transferability Between Understanding and Generation in Unified Multimodal Models

This work empirically finds that transferability depends on architecture-models with fully shared transformer backbone and a unified visual encoder exhibit consistent cross-task transfer, while loosely coupled designs show little or none.

Jiwon Kang, Heeji Yoon, Jaewoo Jung et al. · 1 citation