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LLM4GRN: Discovering Causal Gene Regulatory Networks with LLMs--Evaluation through Synthetic Data Generation
Gene regulatory networks (GRNs) represent the causal relationships between transcription
factors (TFs) and target genes in single-cell RNA sequencing (scRNA-seq) data …
factors (TFs) and target genes in single-cell RNA sequencing (scRNA-seq) data …
Large language models for artificial general intelligence (AGI): A survey of foundational principles and approaches
A Mumuni, F Mumuni - arxiv preprint arxiv:2501.03151, 2025 - arxiv.org
Generative artificial intelligence (AI) systems based on large-scale pretrained foundation
models (PFMs) such as vision-language models, large language models (LLMs), diffusion …
models (PFMs) such as vision-language models, large language models (LLMs), diffusion …
Do LLMs Act as Repositories of Causal Knowledge?
N Huntington-Klein, EJ Murray - arxiv preprint arxiv:2412.10635, 2024 - arxiv.org
Large language models (LLMs) offer the potential to automate a large number of tasks that
previously have not been possible to automate, including some in science. There is …
previously have not been possible to automate, including some in science. There is …