Large language models in medicine
Large language models (LLMs) can respond to free-text queries without being specifically
trained in the task in question, causing excitement and concern about their use in healthcare …
trained in the task in question, causing excitement and concern about their use in healthcare …
Challenges and applications of large language models
Large Language Models (LLMs) went from non-existent to ubiquitous in the machine
learning discourse within a few years. Due to the fast pace of the field, it is difficult to identify …
learning discourse within a few years. Due to the fast pace of the field, it is difficult to identify …
Hyenadna: Long-range genomic sequence modeling at single nucleotide resolution
Genomic (DNA) sequences encode an enormous amount of information for gene regulation
and protein synthesis. Similar to natural language models, researchers have proposed …
and protein synthesis. Similar to natural language models, researchers have proposed …
Welcome to the era of chatgpt et al. the prospects of large language models
The emergence of Large Language Models (LLMs) in combination with easy-to-use
interfaces such as ChatGPT, Bing Chat, and Google's Bard represent both a Herculean task …
interfaces such as ChatGPT, Bing Chat, and Google's Bard represent both a Herculean task …
Progen2: exploring the boundaries of protein language models
Attention-based models trained on protein sequences have demonstrated incredible
success at classification and generation tasks relevant for artificial-intelligence-driven …
success at classification and generation tasks relevant for artificial-intelligence-driven …
[HTML][HTML] The emergent role of artificial intelligence, natural learning processing, and large language models in higher education and research
Artificial Intelligence (AI) has revolutionized various domains, including education and
research. Natural language processing (NLP) techniques and large language models …
research. Natural language processing (NLP) techniques and large language models …
The Janus effect of generative AI: Charting the path for responsible conduct of scholarly activities in information systems
The Janus Effect of Generative AI: Charting the Path for Responsible Conduct of Scholarly
Activities in Information Systems | Information Systems Research INFORMS.org Certified …
Activities in Information Systems | Information Systems Research INFORMS.org Certified …
Mechanisms and pathology of protein misfolding and aggregation
Despite advances in machine learning-based protein structure prediction, we are still far
from fully understanding how proteins fold into their native conformation. The conventional …
from fully understanding how proteins fold into their native conformation. The conventional …
Soil microbiome engineering for sustainability in a changing environment
Recent advances in microbial ecology and synthetic biology have the potential to mitigate
damage caused by anthropogenic activities that are deleteriously impacting Earth's soil …
damage caused by anthropogenic activities that are deleteriously impacting Earth's soil …
Improving protein expression, stability, and function with ProteinMPNN
KH Sumida, R Núñez-Franco, I Kalvet… - Journal of the …, 2024 - ACS Publications
Natural proteins are highly optimized for function but are often difficult to produce at a scale
suitable for biotechnological applications due to poor expression in heterologous systems …
suitable for biotechnological applications due to poor expression in heterologous systems …