Aakanksha Chowdhery
3 papers in the PaperMetrix corpus
Papers by this author
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Large language models encode clinical knowledge
2023 · Nature
Abstract Large language models (LLMs) have demonstrated impressive capabilities, but the bar for clinical applications is high. Attempts to assess the clinical knowledge of models typically rely on automated evaluations based on limited benchmarks. Here, …
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PaLM: Scaling Language Modeling with Pathways
2022 · arXiv (Cornell University)
Large language models have been shown to achieve remarkable performance across a variety of natural language tasks using few-shot learning, which drastically reduces the number of task-specific training examples needed to adapt the model to …
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Scaling Instruction-Finetuned Language Models
2022 · arXiv (Cornell University)
Finetuning language models on a collection of datasets phrased as instructions has been shown to improve model performance and generalization to unseen tasks. In this paper we explore instruction finetuning with a particular focus on …