Genomic language models: opportunities and challenges
Large language models (LLMs) are having transformative impacts across a wide range of
scientific fields, particularly in the biomedical sciences. Just as the goal of natural language …
scientific fields, particularly in the biomedical sciences. Just as the goal of natural language …
Can linguists better understand DNA?
W Liang - arxiv preprint arxiv:2412.07678, 2024 - arxiv.org
Multilingual transfer ability, which reflects how well models fine-tuned on one source
language can be applied to other languages, has been well studied in multilingual pre …
language can be applied to other languages, has been well studied in multilingual pre …
DNAHLM--DNA sequence and Human Language mixed large language Model
W Liang - arxiv preprint arxiv:2410.16917, 2024 - arxiv.org
There are already many DNA large language models, but most of them still follow traditional
uses, such as extracting sequence features for classification tasks. More innovative …
uses, such as extracting sequence features for classification tasks. More innovative …
LLaMA-Gene: A General-purpose Gene Task Large Language Model Based on Instruction Fine-tuning
W Liang - arxiv preprint arxiv:2412.00471, 2024 - arxiv.org
Building a general-purpose task model similar to ChatGPT has been an important research
direction for gene large language models. Instruction fine-tuning is a key component in …
direction for gene large language models. Instruction fine-tuning is a key component in …
Limitations and Enhancements in Genomic Language Models: Dynamic Selection Approach
S Qiu - bioRxiv, 2024 - biorxiv.org
Genomic Language Models (GLMs), which learn from nucleotide sequences, have become
essential tools for understanding the principles of life and have demonstrated outstanding …
essential tools for understanding the principles of life and have demonstrated outstanding …
Human Genome Book: Words, Sentences and Paragraphs
L Wang - bioRxiv, 2025 - biorxiv.org
Since the completion of the human genome sequencing project in 2001, significant progress
has been made in areas such as gene regulation editing and protein structure prediction …
has been made in areas such as gene regulation editing and protein structure prediction …