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Clinical NLP

646 directly classified papers

Papers per year

Papers

BlaBla: Linguistic Feature Extraction for Clinical Analysis in Multiple Languages INTERSPEECH 2020
The “Sound of Silence” in EEG — Cognitive Voice Activity Detection INTERSPEECH 2020
Automatic Speech Recognition for ILSE-Interviews: Longitudinal Conversational Speech Recordings Covering Aging and Cognitive Decline INTERSPEECH 2020
Combining Automatic Labelers and Expert Annotations for Accurate Radiology Report Labeling Using BERT EMNLP 2020
A Time-Aware Transformer Based Model for Suicide Ideation Detection on Social Media EMNLP 2020
MedFilter: Improving Extraction of Task-relevant Utterances through Integration of Discourse Structure and Ontological Knowledge EMNLP 2020
Towards end-2-end learning for predicting behavior codes from spoken utterances in psychotherapy conversations ACL 2020
How You Ask Matters: The Effect of Paraphrastic Questions to BERT Performance on a Clinical SQuAD Dataset EMNLP 2020
Relative and Incomplete Time Expression Anchoring for Clinical Text EMNLP 2020
MeDAL: Medical Abbreviation Disambiguation Dataset for Natural Language Understanding Pretraining EMNLP 2020
Assessment of DistilBERT performance on Named Entity Recognition task for the detection of Protected Health Information and medical concepts EMNLP 2020
Weakly Supervised Medication Regimen Extraction from Medical Conversations EMNLP 2020
PHICON: Improving Generalization of Clinical Text De-identification Models via Data Augmentation EMNLP 2020
Learning from Unlabelled Data for Clinical Semantic Textual Similarity EMNLP 2020
Joint Learning with Pre-trained Transformer on Named Entity Recognition and Relation Extraction Tasks for Clinical Analytics EMNLP 2020
Extracting Semantic Aspects for Structured Representation of Clinical Trial Eligibility Criteria EMNLP 2020
Utilizing Multimodal Feature Consistency to Detect Adversarial Examples on Clinical Summaries EMNLP 2020
Exploring Text Specific and Blackbox Fairness Algorithms in Multimodal Clinical NLP EMNLP 2020
Target Concept Guided Medical Concept Normalization in Noisy User-Generated Texts EMNLP 2020
Defining and Learning Refined Temporal Relations in the Clinical Narrative EMNLP 2020
Answering Questions on COVID-19 in Real-Time EMNLP 2020
CORA: A Deep Active Learning Covid-19 Relevancy Algorithm to Identify Core Scientific Articles EMNLP 2020
A Hybrid Deep Learning Approach for Spatial Trigger Extraction from Radiology Reports EMNLP 2020
Predicting Clinical Trial Results by Implicit Evidence Integration EMNLP 2020
Attend to Medical Ontologies: Content Selection for Clinical Abstractive Summarization ACL 2020