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Bioinformatics

638 directly classified papers

Papers per year

Papers

Semi-Supervised Learning for Electron Microscopy Image Segmentation AAAI 2019
MedNorm: A Corpus and Embeddings for Cross-terminology Medical Concept Normalisation ACL 2019
MoNERo: a Biomedical Gold Standard Corpus for the Romanian Language ACL 2019
Topology Reconstruction of Tree-Like Structure in Images via Structural Similarity Measure and Dominant Set Clustering CVPR 2019
Entity, Relation, and Event Extraction with Contextualized Span Representations EMNLP 2019
Biomedical relation extraction with pre-trained language representations and minimal task-specific architecture EMNLP 2019
DeepGeneMD: A Joint Deep Learning Model for Extracting Gene Mutation-Disease Knowledge from PubMed Literature EMNLP 2019
Bacteria Biotope at BioNLP Open Shared Tasks 2019 EMNLP 2019
End-to-End Learning on 3D Protein Structure for Interface Prediction NIPS 2019
Generative Models for Graph-Based Protein Design NIPS 2019
FSM: A Fast Similarity Measurement for Gene Regulatory Networks via Genes' Influence Power IJCAI 2019
Investigating Domain-Specific Information for Neural Coreference Resolution on Biomedical Texts ACL 2018
Wrapped Gaussian Process Regression on Riemannian Manifolds CVPR 2018
MAGAN: Aligning Biological Manifolds ICML 2018
Causal Structure Learning via Temporal Markov Networks PGM 2018
A Bayesian Approach for Inferring Local Causal Structure in Gene Regulatory Networks PGM 2018
Differential networking with path weights in Gaussian trees PGM 2018
Revealing Common Statistical Behaviors in Heterogeneous Populations ICML 2018
Learning Distributions of Shape Trajectories From Longitudinal Datasets: A Hierarchical Model on a Manifold of Diffeomorphisms CVPR 2018
Supervised Machine Learning for Extractive Query Based Summarisation of Biomedical Data EMNLP 2018
Model-based targeted dimensionality reduction for neuronal population data NIPS 2018
Bacteria and Biotope Entity Recognition Using A Dictionary-Enhanced Neural Network Model ACL 2018
CRF-LSTM Text Mining Method Unveiling the Pharmacological Mechanism of Off-target Side Effect of Anti-Multiple Myeloma Drugs ACL 2018
AttentionMeSH: Simple, Effective and Interpretable Automatic MeSH Indexer EMNLP 2018
Bayesian multi-domain learning for cancer subtype discovery from next-generation sequencing count data NIPS 2018