Web: https://www.reddit.com/r/LanguageTechnology/comments/ve9dnw/text_classification_with_transformers/

June 17, 2022, 9:44 a.m. | /u/tchewik

Natural Language Processing reddit.com

We put together a pipeline for refining predictions of BERT (or any other sequential text classifier) on documents with complex discourse using RST parser. Tested it on stance detection and premise classification tasks. Found helpful, although there aren't many realy long examples in the given dataset.

Repo: [https://github.com/tchewik/discourse-aware-classification](https://github.com/tchewik/discourse-aware-classification)

classification languagetechnology parsing post processing text text classification transformers

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