AspectFlow
Born from struggling with 20K manual annotations, we built an automated ABSA pipeline that extracts aspects and sentiments at scale, turning annotation nightmares into streamlined data workflows.
Core trick
Runs aspect-based sentiment extraction over large review corpora to replace manual annotation with an automated labeling pipeline.