Bioinformatics

GGPONC: A Corpus of German Medical Text with Rich Metadata Based on Clinical Practice Guidelines EMNLP 2020 Global Locality in Biomedical Relation and Event Extraction ACL 2020 Graphical continuous Lyapunov models UAI 2020 Hierarchical Dependency Constrained Averaged One-Dependence Estimators Classifiers for Hierarchical Feature Spaces PGM 2020 Improved Topic Representations of Medical Documents to Assist COVID-19 Literature Exploration EMNLP 2020 Improving Biomedical Analogical Retrieval with Embedding of Structural Dependencies ACL 2020 Improving Molecular Design by Stochastic Iterative Target Augmentation ICML 2020 Improving Tandem Mass Spectra Analysis with Hierarchical Learning IJCAI 2020 Information Retrieval and Extraction on COVID-19 Clinical Articles Using Graph Community Detection and Bio-BERT Embeddings ACL 2020 Instance Segmentation of Biological Images Using Harmonic Embeddings CVPR 2020 Learning Multi-Modal Biomarker Representations via Globally Aligned Longitudinal Enrichments AAAI 2020 Learning Nanoscale Motion Patterns of Vesicles in Living Cells CVPR 2020 Learning Weighted Submanifolds With Variational Autoencoders and Riemannian Variational Autoencoders CVPR 2020 Literature Mining for Incorporating Inductive Bias in Biomedical Prediction Tasks (Student Abstract) AAAI 2020 LMLFM: Longitudinal Multi-Level Factorization Machine AAAI 2020 MPM: Joint Representation of Motion and Position Map for Cell Tracking CVPR 2020 Neural Decomposition: Functional ANOVA with Variational Autoencoders AISTATS 2020 Predicting Cognitive Declines Using Longitudinally Enriched Representations for Imaging Biomarkers CVPR 2020 Quantifying 60 Years of Gender Bias in Biomedical Research with Word Embeddings ACL 2020 Quantile Graphical Models: a Bayesian Approach JMLR 2020 Sequential Span Classification with Neural Semi-Markov CRFs for Biomedical Abstracts EMNLP 2020 Social Media Medical Concept Normalization using RoBERTa in Ontology Enriched Text Similarity Framework AACL 2020 Structure-Based Drug-Drug Interaction Detection via Expressive Graph Convolutional Networks and Deep Sets (Student Abstract) AAAI 2020 Temporal Positive-unlabeled Learning for Biomedical Hypothesis Generation via Risk Estimation NeurIPS 2020 The impact of preprint servers in the formation of novel ideas EMNLP 2020