Clinical

Global Readiness of Language Technology for Healthcare: What Would It Take to Combat the Next Pandemic? COLING 2022 GLOBEM Dataset: Multi-Year Datasets for Longitudinal Human Behavior Modeling Generalization NeurIPS 2022 GPT-D: Inducing Dementia-related Linguistic Anomalies by Deliberate Degradation of Artificial Neural Language Models ACL 2022 Gradient Importance Learning for Incomplete Observations ICLR 2022 Graph Enhanced Contrastive Learning for Radiology Findings Summarization ACL 2022 Gulf Arabic Diacritization: Guidelines, Initial Dataset, and Results EMNLP 2022 H^2-MIL: Exploring Hierarchical Representation with Heterogeneous Multiple Instance Learning for Whole Slide Image Analysis AAAI 2022 HarmoFL: Harmonizing Local and Global Drifts in Federated Learning on Heterogeneous Medical Images AAAI 2022 Hierarchical Attention Network for Evaluating Therapist Empathy in Counseling Session Interspeech 2022 Hierarchical Representation-based Dynamic Reasoning Network for Biomedical Question Answering COLING 2022 Horses to Zebras: Ontology-Guided Data Augmentation and Synthesis for ICD-9 Coding ACL 2022 How Long Is Enough? Exploring the Optimal Intervals of Long-Range Clinical Note Language Modeling EMNLP 2022 How You Say It Matters: Measuring the Impact of Verbal Disfluency Tags on Automated Dementia Detection ACL 2022 Human Evaluation and Correlation with Automatic Metrics in Consultation Note Generation ACL 2022 Hybrid Handcrafted and Learnable Audio Representation for Analysis of Speech Under Cognitive and Physical Load Interspeech 2022 ICDBigBird: A Contextual Embedding Model for ICD Code Classification ACL 2022 ICGNet: Integration Context-based Reverse-Contour Guidance Network for Polyp Segmentation IJCAI 2022 IISERB@LT-EDI-ACL2022: A Bag of Words and Document Embeddings Based Framework to Identify Severity of Depression Over Social Media ACL 2022 Improving Biomedical Information Retrieval with Neural Retrievers AAAI 2022 Improving Classification of Infrequent Cognitive Distortions: Domain-Specific Model vs. Data Augmentation NAACL 2022 Improving information fusion on multimodal clinical data in classification settings EMNLP 2022 Improving Neural Models for Radiology Report Retrieval with Lexicon-based Automated Annotation NAACL 2022 Improving Precancerous Case Characterization via Transformer-based Ensemble Learning EMNLP 2022 Improving Romanian BioNER Using a Biologically Inspired System ACL 2022 Improving the Factual Correctness of Radiology Report Generation with Semantic Rewards EMNLP 2022