[R][P][D] Available approaches to identify specific sentences in a text

Web: https://www.reddit.com/r/MachineLearning/comments/ui6mzj/rpd_available_approaches_to_identify_specific/

Hey guys, I am working on an NLP pipeline research project and want to reconsider one of its tasks. Currently, a heuristic is utilized to extract the target sentence that is most similar (centroid) to the overall text (the set of sentences which contain the target sentence). The target sentence would be the root of a graph I want to construct from the text. I have training data available with annotated sentences. Is there any recent approach I could implement …

identify machinelearning text