medical nlp

Med-EASi: Finely Annotated Dataset and Models for Controllable Simplification of Medical Texts AAAI 2023 Method for Designing Semantic Annotation of Sepsis Signs in Clinical Text ACL 2023 NCUEE-NLP at SemEval-2023 Task 8: Identifying Medical Causal Claims and Extracting PIO Frames Using the Transformer Models SemEval 2023 NERvous About My Health: Constructing a Bengali Medical Named Entity Recognition Dataset EMNLP 2023 Overview of the MEDIQA-Chat 2023 Shared Tasks on the Summarization & Generation of Doctor-Patient Conversations ACL 2023 RedHOT: A Corpus of Annotated Medical Questions, Experiences, and Claims on Social Media EACL 2023 Revisiting De-Identification of Electronic Medical Records: Evaluation of Within- and Cross-Hospital Generalization EMNLP 2023 SDOH-NLI: a Dataset for Inferring Social Determinants of Health from Clinical Notes EMNLP 2023 SemEval-2023 Task 8: Causal Medical Claim Identification and Related PIO Frame Extraction from Social Media Posts SemEval 2023 Teddysum at MEDIQA-Chat 2023: an analysis of fine-tuning strategy for long dialog summarization ACL 2023 UMASS_BioNLP at MEDIQA-Chat 2023: Can LLMs generate high-quality synthetic note-oriented doctor-patient conversations? ACL 2023 Cross-Lingual UMLS Named Entity Linking using UMLS Dictionary Fine-Tuning ACL 2022 Explaining the Effectiveness of Multi-Task Learning for Efficient Knowledge Extraction from Spine MRI Reports NAACL 2022 Meta-learning Pathologies from Radiology Reports using Variance Aware Prototypical Networks EMNLP 2022 RuCCoN: Clinical Concept Normalization in Russian ACL 2022 The USMLE® Step 2 Clinical Skills Patient Note Corpus NAACL 2022 CLIP: A Dataset for Extracting Action Items for Physicians from Hospital Discharge Notes ACL 2021 Evidence-based Fact-Checking of Health-related Claims EMNLP 2021 Generating SOAP Notes from Doctor-Patient Conversations Using Modular Summarization Techniques ACL 2021 BERT-MK: Integrating Graph Contextualized Knowledge into Pre-trained Language Models EMNLP 2020 ICD Coding from Clinical Text Using Multi-Filter Residual Convolutional Neural Network AAAI 2020 Clinical Case Reports for NLP ACL 2019 Comparing the Intrinsic Performance of Clinical Concept Embeddings by Their Field of Medicine EMNLP 2019 DUT-NLP at MEDIQA 2019: An Adversarial Multi-Task Network to Jointly Model Recognizing Question Entailment and Question Answering ACL 2019 Extraction of Lactation Frames from Drug Labels and LactMed ACL 2019