Clinical NLP

Creating Ontology-annotated Corpora from Wikipedia for Medical Named-entity Recognition ACL 2024 CReSE: Benchmark Data and Automatic Evaluation Framework for Recommending Eligibility Criteria from Clinical Trial Information EACL 2024 Deidentifying a Norwegian Clinical Corpus - an Effort to Create a Privacy-preserving Norwegian Large Clinical Language Model EACL 2024 Detecting a Proxy for Potential Comorbid ADHD in People Reporting Anxiety Symptoms from Social Media Data EACL 2024 Detection of Cognitive Impairment And Alzheimer's Disease Using a Speech- and Language-Based Protocol Interspeech 2024 DiReCT: Diagnostic Reasoning for Clinical Notes via Large Language Models NeurIPS 2024 Document-level Clinical Entity and Relation extraction via Knowledge Base-Guided Generation ACL 2024 Dynamic Subgroup Identification in Covariate-adjusted Response-adaptive Randomization Experiments NeurIPS 2024 Edinburgh Clinical NLP at SemEval-2024 Task 2: Fine-tune your model unless you have access to GPT-4 SemEval 2024 EHRCon: Dataset for Checking Consistency between Unstructured Notes and Structured Tables in Electronic Health Records NeurIPS 2024 ESG-Kor: A Korean Dataset for ESG-related Information Extraction and Practical Use Cases EMNLP 2024 Exploring Instructive Prompts for Large Language Models in the Extraction of Evidence for Supporting Assigned Suicidal Risk Levels EACL 2024 Exploring the Emotional Dimension of French Online Toxic Content COLING 2024 FactPICO: Factuality Evaluation for Plain Language Summarization of Medical Evidence ACL 2024 FairEHR-CLP: Towards Fairness-Aware Clinical Predictions with Contrastive Learning in Multimodal Electronic Health Records MLHC 2024 Few-shot clinical entity recognition in English, French and Spanish: masked language models outperform generative model prompting EMNLP 2024 FZI-WIM at SemEval-2024 Task 2: Self-Consistent CoT for Complex NLI in Biomedical Domain SemEval 2024 Generalizing Clinical De-identification Models by Privacy-safe Data Augmentation using GPT-4 EMNLP 2024 Generative Models for Automatic Medical Decision Rule Extraction from Text EMNLP 2024 Handling Name Errors of a BERT-Based De-Identification System: Insights from Stratified Sampling and Markov-based Pseudonymization EACL 2024 HealMe: Harnessing Cognitive Reframing in Large Language Models for Psychotherapy ACL 2024 IITK at SemEval-2024 Task 2: Exploring the Capabilities of LLMs for Safe Biomedical Natural Language Inference for Clinical Trials SemEval 2024 Inducing Clusters Deep Kernel Gaussian Process for Longitudinal Data AAAI 2024 Instruction Tuning Large Language Models to Understand Electronic Health Records NeurIPS 2024 Integrating Physician Diagnostic Logic into Large Language Models: Preference Learning from Process Feedback ACL 2024