Is there any way to extract the scene information in a sentence using spaCy?

[tiesanguaixia]

For example, a sentence is "A man is cooking in kitchen." Is spaCy or any other NLP tools can extract the scene information like "kitchen"?

[rmitsch]

Hi @tiesanguaixia, if I understand this correctly, you want to extract locations in a general sense, right? This sounds like an NER task. spaCy's pretrained models like en_web_lg support NER with a LOCATION tag, this might work well enough for you.

Otherwise I recommend looking into training your own model with exactly those tags you are interested in.