Clinical NLP

Large Language Models as Instructors: A Study on Multilingual Clinical Entity Extraction ACL 2023 Lenient Evaluation of Japanese Speech Recognition: Modeling Naturally Occurring Spelling Inconsistency ACL 2023 Leveraging Natural Language Processing and Clinical Notes for Dementia Detection ACL 2023 MAUD: An Expert-Annotated Legal NLP Dataset for Merger Agreement Understanding EMNLP 2023 MDC at BioLaySumm Task 1: Evaluating GPT Models for Biomedical Lay Summarization ACL 2023 Measure Children’s Mindreading Ability with Machine Reading EMNLP 2023 Medical Text Simplification: Optimizing for Readability with Unlikelihood Training and Reranked Beam Search Decoding EMNLP 2023 MedNgage: A Dataset for Understanding Engagement in Patient-Nurse Conversations ACL 2023 Mixed Orthographic/Phonemic Language Modeling: Beyond Orthographically Restricted Transformers (BORT) ACL 2023 Multi-Label Few-Shot ICD Coding as Autoregressive Generation with Prompt AAAI 2023 Multiple Evidence Combination for Fact-Checking of Health-Related Information ACL 2023 Navigating Data Scarcity: Pretraining for Medical Utterance Classification ACL 2023 NERvous About My Health: Constructing a Bengali Medical Named Entity Recognition Dataset EMNLP 2023 “Nothing Abnormal”: Disambiguating Medical Reports via Contrastive Knowledge Infusion AAAI 2023 On Text-based Personality Computing: Challenges and Future Directions ACL 2023 Overview of the MEDIQA-Chat 2023 Shared Tasks on the Summarization & Generation of Doctor-Patient Conversations ACL 2023 Overview of the Problem List Summarization (ProbSum) 2023 Shared Task on Summarizing Patients’ Active Diagnoses and Problems from Electronic Health Record Progress Notes ACL 2023 PlugMed: Improving Specificity in Patient-Centered Medical Dialogue Generation using In-Context Learning EMNLP 2023 Pre-trained language models in Spanish for health insurance coverage ACL 2023 Prompt Discriminative Language Models for Domain Adaptation ACL 2023 Prospective Validation of Motor-Based Intervention with Automated Mispronunciation Detection of Rhotics in Residual Speech Sound Disorders Interspeech 2023 RadAdapt: Radiology Report Summarization via Lightweight Domain Adaptation of Large Language Models ACL 2023 RedHOT: A Corpus of Annotated Medical Questions, Experiences, and Claims on Social Media EACL 2023 Resolving Elliptical Compounds in German Medical Text ACL 2023 Saama AI Research at SemEval-2023 Task 7: Exploring the Capabilities of Flan-T5 for Multi-evidence Natural Language Inference in Clinical Trial Data SemEval 2023