Research

Entity, Relation, and Event Extraction with Contextualized Span Representations EMNLP 2019 Evaluation of Scientific Elements for Text Similarity in Biomedical Publications ACL 2019 Exploring Diachronic Changes of Biomedical Knowledge using Distributed Concept Representations ACL 2019 FSM: A Fast Similarity Measurement for Gene Regulatory Networks via Genes' Influence Power IJCAI 2019 Generative Models for Graph-Based Protein Design NeurIPS 2019 Hierarchical Deep Feature Learning for Decoding Imagined Speech from EEG AAAI 2019 Identifying Input Features for Development of Real-Time Translation of Neural Signals to Text Interspeech 2019 Individual Difference of Relative Tongue Size and its Acoustic Effects Interspeech 2019 Infra-slow brain dynamics as a marker for cognitive function and decline NeurIPS 2019 Integration of Deep Learning and Traditional Machine Learning for Knowledge Extraction from Biomedical Literature EMNLP 2019 Linguistically Informed Relation Extraction and Neural Architectures for Nested Named Entity Recognition in BioNLP-OST 2019 EMNLP 2019 Maximum Likelihood for Gaussian Process Classification and Generalized Linear Mixed Models under Case-Control Sampling JMLR 2019 MedNorm: A Corpus and Embeddings for Cross-terminology Medical Concept Normalisation ACL 2019 Modeling Dynamic Functional Connectivity with Latent Factor Gaussian Processes NeurIPS 2019 MoNERo: a Biomedical Gold Standard Corpus for the Romanian Language ACL 2019 Multiplicative local linear hazard estimation and best one-sided cross-validation JMLR 2019 Neural Dependency Parsing of Biomedical Text: TurkuNLP entry in the CRAFT Structural Annotation Task EMNLP 2019 Neural Dynamics Discovery via Gaussian Process Recurrent Neural Networks UAI 2019 NeVAE: A Deep Generative Model for Molecular Graphs AAAI 2019 Probabilistic Programming for Birth-Death Models of Evolution Using an Alive Particle Filter with Delayed Sampling UAI 2019 ReAl-LiFE: Accelerating the Discovery of Individualized Brain Connectomes on GPUs AAAI 2019 Recognizing UMLS Semantic Types with Deep Learning EMNLP 2019 Scalable Bayesian inference of dendritic voltage via spatiotemporal recurrent state space models NeurIPS 2019 Semi-Supervised Learning for Electron Microscopy Image Segmentation AAAI 2019 Spatial and Spectral Fingerprint in the Brain: Speaker Identification from Single Trial MEG Signals Interspeech 2019