categorization

"私は、たくさんの製品eコマースデータセットを入手し、階層的な分類（男性 > 服 > シャツなど）という追加の課題を加えて、1つのデータセットに統合できるかどうかを試すのが面白い挑戦だと思いました。"

"What could be done to improve this? I'm halfway wondering if I train a neural network such that the embeddings (i.e. Doc2Vec vectors) without dimensionality reduction as input and the targets are after all the labels if that'd improve things, but it feels a little 'hopeless' given the chart here."

"The research focuses on few-shot fine-grained visual categorization."

"The article is from ArXiv."

"The article is from ArXiv, indicating it is a pre-print research paper."

"The article's core focus is the categorization of LLM outputs into informational and instructional types."