Bioinformatics

Inter-annotator agreement is not the ceiling of machine learning performance: Evidence from a comprehensive set of simulations ACL 2022 Joint Estimation and Inference for Data Integration Problems based on Multiple Multi-layered Gaussian Graphical Models JMLR 2022 KenMeSH: Knowledge-enhanced End-to-end Biomedical Text Labelling ACL 2022 Learning Temporal Evolution of Spatial Dependence with Generalized Spatiotemporal Gaussian Process Models JMLR 2022 M3: Multi-level dataset for Multi-document summarisation of Medical studies EMNLP 2022 Maximum n-times Coverage for Vaccine Design ICLR 2022 MedDistant19: Towards an Accurate Benchmark for Broad-Coverage Biomedical Relation Extraction COLING 2022 Method Entity Extraction from Biomedical Texts COLING 2022 Molecular Representation Learning via Heterogeneous Motif Graph Neural Networks ICML 2022 Multiple Imputation with Neural Network Gaussian Process for High-dimensional Incomplete Data ACML 2022 Non-identifiability and the Blessings of Misspecification in Models of Molecular Fitness NeurIPS 2022 One-Pass Diversified Sampling with Application to Terabyte-Scale Genomic Sequence Streams ICML 2022 On the symmetries of the synchronization problem in Cryo-EM: Multi-Frequency Vector Diffusion Maps on the Projective Plane NeurIPS 2022 OntoProtein: Protein Pretraining With Gene Ontology Embedding ICLR 2022 Optimal Design of Stochastic DNA Synthesis Protocols based on Generative Sequence Models AISTATS 2022 OSSO: Obtaining Skeletal Shape From Outside CVPR 2022 PEER: A Comprehensive and Multi-Task Benchmark for Protein Sequence Understanding NeurIPS 2022 Predicting Cellular Responses to Novel Drug Perturbations at a Single-Cell Resolution NeurIPS 2022 Probabilistic Transformer: Modelling Ambiguities and Distributions for RNA Folding and Molecule Design NeurIPS 2022 Proximal Exploration for Model-guided Protein Sequence Design ICML 2022 PyMiceTracking: An Open-Source Toolbox for Real-Time Behavioral Neuroscience Experiments CVPR 2022 Retroformer: Pushing the Limits of End-to-end Retrosynthesis Transformer ICML 2022 Sample Efficiency Matters: A Benchmark for Practical Molecular Optimization NeurIPS 2022 Self-Supervised Pre-training for Protein Embeddings Using Tertiary Structures AAAI 2022 SHINE: SubHypergraph Inductive Neural nEtwork NeurIPS 2022