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Clinical NLP

646 directly classified papers

Papers per year

Papers

Can Current Explainability Help Provide References in Clinical Notes to Support Humans Annotate Medical Codes? EMNLP 2022
Assessing the Limits of Straightforward Models for Nested Named Entity Recognition in Spanish Clinical Narratives EMNLP 2022
Exploring the Influence of Dialog Input Format for Unsupervised Clinical Questionnaire Filling EMNLP 2022
A Knowledge-Graph-Based Intrinsic Test for Benchmarking Medical Concept Embeddings and Pretrained Language Models EMNLP 2022
Nasal Coda Loss in the Chengdu Dialect of Mandarin: Evidence from RT-MRI INTERSPEECH 2022
Investigating the Medical Coverage of a Translation System into Pictographs for Patients with an Intellectual Disability ACL 2022
MUCIC@LT-EDI-ACL2022: Hope Speech Detection using Data Re-Sampling and 1D Conv-LSTM ACL 2022
Curating a Large-Scale Motivational Interviewing Dataset Using Peer Support Forums COLING 2022
Retrieve, Reason, and Refine: Generating Accurate and Faithful Patient Instructions NIPS 2022
EHRSQL: A Practical Text-to-SQL Benchmark for Electronic Health Records NIPS 2022
Text-to-Text Extraction and Verbalization of Biomedical Event Graphs COLING 2022
MedDistant19: Towards an Accurate Benchmark for Broad-Coverage Biomedical Relation Extraction COLING 2022
CETA: A Consensus Enhanced Training Approach for Denoising in Distantly Supervised Relation Extraction COLING 2022
Mining Health-related Cause-Effect Statements with High Precision at Large Scale COLING 2022
PriMock57: A Dataset Of Primary Care Mock Consultations ACL 2022
Extraction of Diagnostic Reasoning Relations for Clinical Knowledge Graphs ACL 2022
Incorporating medical knowledge in BERT for clinical relation extraction EMNLP 2021
Clinical Outcome Prediction from Admission Notes using Self-Supervised Knowledge Integration EACL 2021
Effective Convolutional Attention Network for Multi-label Clinical Document Classification EMNLP 2021
Classification of COVID19 tweets using Machine Learning Approaches NAACL 2021
CONNER: A Cascade Count and Measurement Extraction Tool for Scientific Discourse SEMEVAL 2021
Fine-tuning Transformers for Identifying Self-Reporting Potential Cases and Symptoms of COVID-19 in Tweets NAACL 2021
Assessing multiple word embeddings for named entity recognition of professions and occupations in health-related social media NAACL 2021
A Gradually Soft Multi-Task and Data-Augmented Approach to Medical Question Understanding ACL 2021
Self-Supervised Detection of Contextual Synonyms in a Multi-Class Setting: Phenotype Annotation Use Case EMNLP 2021