Bioinformatics

Differential networking with path weights in Gaussian trees PGM 2018 End-to-end Symmetry Preserving Inter-atomic Potential Energy Model for Finite and Extended Systems NeurIPS 2018 Investigating Domain-Specific Information for Neural Coreference Resolution on Biomedical Texts ACL 2018 Joint Learning of Phenotypes and Diagnosis-Medication Correspondence via Hidden Interaction Tensor Factorization IJCAI 2018 Learning Distributions of Shape Trajectories From Longitudinal Datasets: A Hierarchical Model on a Manifold of Diffeomorphisms CVPR 2018 MAGAN: Aligning Biological Manifolds ICML 2018 MeSH-based dataset for measuring the relevance of text retrieval ACL 2018 Model-based targeted dimensionality reduction for neuronal population data NeurIPS 2018 Recognizing Complex Entity Mentions: A Review and Future Directions ACL 2018 Revealing Common Statistical Behaviors in Heterogeneous Populations ICML 2018 Robust and Scalable Models of Microbiome Dynamics ICML 2018 Simultaneously Self-Attending to All Mentions for Full-Abstract Biological Relation Extraction NAACL 2018 Sub-word information in pre-trained biomedical word representations: evaluation and hyper-parameter optimization ACL 2018 Supervised Machine Learning for Extractive Query Based Summarisation of Biomedical Data EMNLP 2018 WHInter: A Working set algorithm for High-dimensional sparse second order Interaction models ICML 2018 Wrapped Gaussian Process Regression on Riemannian Manifolds CVPR 2018 A Computational Analysis of the Language of Drug Addiction EACL 2017 A Mutually-Dependent Hadamard Kernel for Modelling Latent Variable Couplings ACML 2017 Attend and Predict: Understanding Gene Regulation by Selective Attention on Chromatin NeurIPS 2017 Correlation Analysis of Chronic Obstructive Pulmonary Disease (COPD) and its Biomarkers Using the Word Embeddings IJCNLP 2017 Distant Supervision for Relation Extraction beyond the Sentence Boundary EACL 2017 Entity Extraction in Biomedical Corpora: An Approach to Evaluate Word Embedding Features with PSO based Feature Selection EACL 2017 Extraction of Gene-Environment Interaction from the Biomedical Literature IJCNLP 2017 Gradients of Generative Models for Improved Discriminative Analysis of Tandem Mass Spectra NeurIPS 2017 Identifying Protein-protein Interactions in Biomedical Literature using Recurrent Neural Networks with Long Short-Term Memory IJCNLP 2017