conftrace_

medical nlp

56 papers

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Co-occurring keywords

large language model (13587) clinical nlp (172) named entity recognition (2813) text classification (6793) clinical text (191) question answering (2963) medical domain (82) transformer model (1996) information extraction (1090) multilingual nlp (1426)

Papers

NCUEE-NLP at SemEval-2023 Task 8: Identifying Medical Causal Claims and Extracting PIO Frames Using the Transformer Models SEMEVAL 2023
SemEval-2023 Task 8: Causal Medical Claim Identification and Related PIO Frame Extraction from Social Media Posts SEMEVAL 2023
NCUEE-NLP at SemEval-2023 Task 8: Identifying Medical Causal Claims and Extracting PIO Frames Using the Transformer Models ACL 2023
Teddysum at MEDIQA-Chat 2023: an analysis of fine-tuning strategy for long dialog summarization ACL 2023
Med-EASi: Finely Annotated Dataset and Models for Controllable Simplification of Medical Texts AAAI 2023
A Continual Pre-training Approach to Tele-Triaging Pregnant Women in Kenya AAAI 2023
UMASS_BioNLP at MEDIQA-Chat 2023: Can LLMs generate high-quality synthetic note-oriented doctor-patient conversations? ACL 2023
Method for Designing Semantic Annotation of Sepsis Signs in Clinical Text ACL 2023
Overview of the MEDIQA-Chat 2023 Shared Tasks on the Summarization & Generation of Doctor-Patient Conversations ACL 2023
SDOH-NLI: a Dataset for Inferring Social Determinants of Health from Clinical Notes EMNLP 2023
NERvous About My Health: Constructing a Bengali Medical Named Entity Recognition Dataset EMNLP 2023
Revisiting De-Identification of Electronic Medical Records: Evaluation of Within- and Cross-Hospital Generalization EMNLP 2023
Explaining the Effectiveness of Multi-Task Learning for Efficient Knowledge Extraction from Spine MRI Reports NAACL 2022
RuCCoN: Clinical Concept Normalization in Russian ACL 2022
Meta-learning Pathologies from Radiology Reports using Variance Aware Prototypical Networks EMNLP 2022
Cross-Lingual UMLS Named Entity Linking using UMLS Dictionary Fine-Tuning 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
Generating SOAP Notes from Doctor-Patient Conversations Using Modular Summarization Techniques ACL 2021
Evidence-based Fact-Checking of Health-related Claims EMNLP 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
PharmaCoNER: Pharmacological Substances, Compounds and proteins Named Entity Recognition track EMNLP 2019