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06/29/2023
Surveying (Dis)Parities and Concerns of Compute Hungry NLP Research
Many recent improvements in NLP stem from the development and use of lar...
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10/16/2022
This Patient Looks Like That Patient: Prototypical Networks for Interpretable Diagnosis Prediction from Clinical Text
The use of deep neural models for diagnosis prediction from clinical tex...
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08/31/2022
Efficient Methods for Natural Language Processing: A Survey
Getting the most out of limited resources allows advances in natural lan...
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08/03/2022
Cross-Lingual Knowledge Transfer for Clinical Phenotyping
Clinical phenotyping enables the automatic extraction of clinical condit...
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11/30/2021
What Do You See in this Patient? Behavioral Testing of Clinical NLP Models
Decision support systems based on clinical notes have the potential to i...
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02/08/2021
Clinical Outcome Prediction from Admission Notes using Self-Supervised Knowledge Integration
Outcome prediction from clinical text can prevent doctors from overlooki...
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11/09/2020
VisBERT: Hidden-State Visualizations for Transformers
Explainability and interpretability are two important concepts, the abse...
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02/03/2020
Learning Contextualized Document Representations for Healthcare Answer Retrieval
We present Contextual Discourse Vectors (CDV), a distributed document re...
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09/11/2019
How Does BERT Answer Questions? A Layer-Wise Analysis of Transformer Representations
Bidirectional Encoder Representations from Transformers (BERT) reach sta...
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09/20/2018