# Compare papers

Paper 1
Paper 2

##### Smith et al. 2024

Deep learning for NLP

Summary

We present a framework for deep learning in NLP that combines transformer architectures with novel attention mechanisms. Experiments on six benchmarks show improvements over BERT-based baselines.

Keywords

deep learning transformer NLP BERT attention

Key entities

BERT, GPT-2, Hugging Face, SQuAD

##### Chen & Lee 2023

Transformers in healthcare

Summary

This survey reviews transformer architectures applied to healthcare applications, including clinical NLP and medical imaging. We discuss challenges and future directions.

Keywords

transformer healthcare clinical NLP BERT medical

Key entities

BERT, BioBERT, ClinicalBERT, MIMIC-III

##### Overlap: shared keywords

Keywords present in both papers.

transformer BERT