Clinical NLP

Bayesian Hierarchical Models for Counterfactual Estimation AISTATS 2023 BioDEX: Large-Scale Biomedical Adverse Drug Event Extraction for Real-World Pharmacovigilance EMNLP 2023 Biomedical Language Models are Robust to Sub-optimal Tokenization ACL 2023 Biomedical Named Entity Recognition via Dictionary-based Synonym Generalization EMNLP 2023 Biomedical Relation Extraction with Entity Type Markers and Relation-specific Question Answering ACL 2023 BioNART: A Biomedical Non-AutoRegressive Transformer for Natural Language Generation ACL 2023 BpHigh at SemEval-2023 Task 7: Can Fine-tuned Cross-encoders Outperform GPT-3.5 in NLI Tasks on Clinical Trial Data? SemEval 2023 Breaking Barriers: Exploring the Diagnostic Potential of Speech Narratives in Hindi for Alzheimer’s Disease ACL 2023 C2D2 Dataset: A Resource for the Cognitive Distortion Analysis and Its Impact on Mental Health EMNLP 2023 Calvados at MEDIQA-Chat 2023: Improving Clinical Note Generation with Multi-Task Instruction Finetuning ACL 2023 Care4Lang at MEDIQA-Chat 2023: Fine-tuning Language Models for Classifying and Summarizing Clinical Dialogues ACL 2023 Characterization of Stigmatizing Language in Medical Records ACL 2023 CHiLL: Zero-shot Custom Interpretable Feature Extraction from Clinical Notes with Large Language Models EMNLP 2023 Classifying Dementia in the Presence of Depression: A Cross-Corpus Study Interspeech 2023 Classifying Rhoticity of /ɹ/ in Speech Sound Disorder using Age-and-Sex Normalized Formants Interspeech 2023 Clinical BERTScore: An Improved Measure of Automatic Speech Recognition Performance in Clinical Settings ACL 2023 Clinical Contradiction Detection EMNLP 2023 clulab at MEDIQA-Chat 2023: Summarization and classification of medical dialogues ACL 2023 Cognitive Reframing of Negative Thoughts through Human-Language Model Interaction ACL 2023 Conditional Natural Language Inference EMNLP 2023 Cross-domain German Medical Named Entity Recognition using a Pre-Trained Language Model and Unified Medical Semantic Types ACL 2023 CUED at ProbSum 2023: Hierarchical Ensemble of Summarization Models ACL 2023 DeakinNLP at ProbSum 2023: Clinical Progress Note Summarization with Rules and Language ModelsClinical Progress Note Summarization with Rules and Languague Models ACL 2023 Debiased Automatic Speech Recognition for Dysarthric Speech via Sample Reweighting with Sample Affinity Test Interspeech 2023 Detecting Contradictory COVID-19 Drug Efficacy Claims from Biomedical Literature ACL 2023