# Combine BertForSequenceClassificaion with Additional Features

**URL:** <https://discuss.huggingface.co/t/combine-bertforsequenceclassificaion-with-additional-features/6523>\
**Category:** 🤗Transformers\
**Created:** [June 2, 2021, 11:15am UTC](https://discuss.huggingface.co/t/combine-bertforsequenceclassificaion-with-additional-features/6523 "2021-06-02T11:15:11Z")\
**Posts on this page:** 1\
**Showing post:** 2

<div class="post-metadata">

**Author:** ![nielsr](https://sea2.discourse-cdn.com/hellohellohello/user_avatar/discuss.huggingface.co/nielsr/32/39617_2.png) [@nielsr](https://discuss.huggingface.co/u/nielsr)\
**Post date:** [June 4, 2021, 9:26am UTC](https://discuss.huggingface.co/t/combine-bertforsequenceclassificaion-with-additional-features/6523/2 "2021-06-04T09:26:55Z")

</div>

See [this response](https://discuss.huggingface.co/t/how-to-use-additional-input-features-for-ner/4364/2) where I explain how to modify BERT to add additional POS (part-of-speech) features to tokens to perform named-entity recognition.

---

_[View the full topic](https://discuss.huggingface.co/t/combine-bertforsequenceclassificaion-with-additional-features/6523)._