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Scientific large language models: A survey on biological & chemical domains
Large Language Models (LLMs) have emerged as a transformative power in enhancing
natural language comprehension, representing a significant stride toward artificial general …
natural language comprehension, representing a significant stride toward artificial general …
Leveraging biomolecule and natural language through multi-modal learning: A survey
The integration of biomolecular modeling with natural language (BL) has emerged as a
promising interdisciplinary area at the intersection of artificial intelligence, chemistry and …
promising interdisciplinary area at the intersection of artificial intelligence, chemistry and …
Large language models for inorganic synthesis predictions
We evaluate the effectiveness of pretrained and fine-tuned large language models (LLMs)
for predicting the synthesizability of inorganic compounds and the selection of precursors …
for predicting the synthesizability of inorganic compounds and the selection of precursors …
Are large language models superhuman chemists?
Large language models (LLMs) have gained widespread interest due to their ability to
process human language and perform tasks on which they have not been explicitly trained …
process human language and perform tasks on which they have not been explicitly trained …
Llasmol: Advancing large language models for chemistry with a large-scale, comprehensive, high-quality instruction tuning dataset
Chemistry plays a crucial role in many domains, such as drug discovery and material
science. While large language models (LLMs) such as GPT-4 exhibit remarkable …
science. While large language models (LLMs) such as GPT-4 exhibit remarkable …
A comprehensive survey of scientific large language models and their applications in scientific discovery
In many scientific fields, large language models (LLMs) have revolutionized the way text and
other modalities of data (eg, molecules and proteins) are handled, achieving superior …
other modalities of data (eg, molecules and proteins) are handled, achieving superior …
L+ m-24: Building a dataset for language+ molecules@ acl 2024
Language-molecule models have emerged as an exciting direction for molecular discovery
and understanding. However, training these models is challenging due to the scarcity of …
and understanding. However, training these models is challenging due to the scarcity of …
[PDF][PDF] A comprehensive survey of small language models in the era of large language models: Techniques, enhancements, applications, collaboration with llms, and …
Large language models (LLM) have demonstrated emergent abilities in text generation,
question answering, and reasoning, facilitating various tasks and domains. Despite their …
question answering, and reasoning, facilitating various tasks and domains. Despite their …
Towards building specialized generalist ai with system 1 and system 2 fusion
In this perspective paper, we introduce the concept of Specialized Generalist Artificial
Intelligence (SGAI or simply SGI) as a crucial milestone toward Artificial General Intelligence …
Intelligence (SGAI or simply SGI) as a crucial milestone toward Artificial General Intelligence …
Sciriff: A resource to enhance language model instruction-following over scientific literature
We present SciRIFF (Scientific Resource for Instruction-Following and Finetuning), a dataset
of 137K instruction-following demonstrations for 54 tasks covering five essential scientific …
of 137K instruction-following demonstrations for 54 tasks covering five essential scientific …