Clinical NLP

Dialogue Medical Information Extraction with Medical-Item Graph and Dialogue-Status Enriched Representation EMNLP 2023 DICE: Data-Efficient Clinical Event Extraction with Generative Models ACL 2023 Disentangling the Contribution of Non-native Speech in Automated Pronunciation Assessment Interspeech 2023 DisorBERT: A Double Domain Adaptation Model for Detecting Signs of Mental Disorders in Social Media ACL 2023 Distantly Supervised Document-Level Biomedical Relation Extraction with Neighborhood Knowledge Graphs ACL 2023 DrBERT: A Robust Pre-trained Model in French for Biomedical and Clinical domains ACL 2023 DS4DH at MEDIQA-Chat 2023: Leveraging SVM and GPT-3 Prompt Engineering for Medical Dialogue Classification and Summarization ACL 2023 EARA: Improving Biomedical Semantic Textual Similarity with Entity-Aligned Attention and Retrieval Augmentation EMNLP 2023 Empowering Psychotherapy with Large Language Models: Cognitive Distortion Detection through Diagnosis of Thought Prompting EMNLP 2023 End-to-end clinical temporal information extraction with multi-head attention ACL 2023 Evaluating and Improving Automatic Speech Recognition using Severity ACL 2023 Evaluating Subjective Cognitive Appraisals of Emotions from Large Language Models EMNLP 2023 Evaluation of ChatGPT on Biomedical Tasks: A Zero-Shot Comparison with Fine-Tuned Generative Transformers ACL 2023 Event-independent temporal positioning: application to French clinical text ACL 2023 Exploring Partial Knowledge Base Inference in Biomedical Entity Linking ACL 2023 Generating medically-accurate summaries of patient-provider dialogue: A multi-stage approach using large language models ACL 2023 Harnessing the Power of BERT in the Turkish Clinical Domain: Pretraining Approaches for Limited Data Scenarios ACL 2023 Hierarchical Pretraining on Multimodal Electronic Health Records EMNLP 2023 Hospital Discharge Summarization Data Provenance ACL 2023 Improving Biomedical Entity Linking with Cross-Entity Interaction AAAI 2023 Improving the Transferability of Clinical Note Section Classification Models with BERT and Large Language Model Ensembles ACL 2023 Intermediate Domain Finetuning for Weakly Supervised Domain-adaptive Clinical NER ACL 2023 Investigating Massive Multilingual Pre-Trained Machine Translation Models for Clinical Domain via Transfer Learning ACL 2023 IUTEAM1 at MEDIQA-Chat 2023: Is simple fine tuning effective for multi layer summarization of clinical conversations? ACL 2023 KnowComp at SemEval-2023 Task 7: Fine-tuning Pre-trained Language Models for Clinical Trial Entailment Identification SemEval 2023