Clinical NLP

SemEval-2024 Task 2: Safe Biomedical Natural Language Inference for Clinical Trials SemEval 2024 SM3-Text-to-Query: Synthetic Multi-Model Medical Text-to-Query Benchmark NeurIPS 2024 Still Not Quite There! Evaluating Large Language Models for Comorbid Mental Health Diagnosis EMNLP 2024 Study of Medical Text Reading and Comprehension through Eye-Tracking Fixations COLING 2024 SYNFAC-EDIT: Synthetic Imitation Edit Feedback for Factual Alignment in Clinical Summarization EMNLP 2024 Team ISM at CLPsych 2024: Extracting Evidence of Suicide Risk from Reddit Posts with Knowledge Self-Generation and Output Refinement using A Large Language Model EACL 2024 Team Yseop at #SMM4H 2024: Multilingual Pharmacovigilance Named Entity Recognition and Relation Extraction ACL 2024 The Language of Trauma: Modeling Traumatic Event Descriptions Across Domains with Explainable AI EMNLP 2024 Towards Understanding Counseling Conversations: Domain Knowledge and Large Language Models EACL 2024 TriageAgent: Towards Better Multi-Agents Collaborations for Large Language Model-Based Clinical Triage EMNLP 2024 Two-Pronged Human Evaluation of ChatGPT Self-Correction in Radiology Report Simplification ACL 2024 UF-HOBI at “Discharge Me!”: A Hybrid Solution for Discharge Summary Generation Through Prompt-based Tuning of GatorTronGPT Models ACL 2024 Unlocking the Potential of Large Language Models for Clinical Text Anonymization: A Comparative Study ACL 2024 When Is a Name Sensitive? Eponyms in Clinical Text and Implications for De-Identification EACL 2024 Your Model Is Not Predicting Depression Well And That Is Why: A Case Study of PRIMATE Dataset EACL 2024 ADEQA: A Question Answer based approach for joint ADE-Suspect Extraction using Sequence-To-Sequence Transformers ACL 2023 A Digital Language Coherence Marker for Monitoring Dementia EMNLP 2023 Alzheimer Disease Classification through ASR-based Transcriptions: Exploring the Impact of Punctuation and Pauses Interspeech 2023 A Meta-dataset of German Medical Corpora: Harmonization of Annotations and Cross-corpus NER Evaluation ACL 2023 An end-to-end neural model based on cliques and scopes for frame extraction in long breast radiology reports ACL 2023 Autoencoded sparse Bayesian in-IRT factorization, calibration, and amortized inference for the Work Disability Functional Assessment Battery AISTATS 2023 Automated Orthodontic Diagnosis from a Summary of Medical Findings ACL 2023 Automatic Coding at Scale: Design and Deployment of a Nationwide System for Normalizing Referrals in the Chilean Public Healthcare System ACL 2023 Automatic Pronunciation Assessment - A Review EMNLP 2023 BanglaCHQ-Summ: An Abstractive Summarization Dataset for Medical Queries in Bangla Conversational Speech EMNLP 2023