Research

Efficient Inference for Dynamic Flexible Interactions of Neural Populations JMLR 2022 Emotion Analysis of Writers and Readers of Japanese Tweets on Vaccinations ACL 2022 Estimating graphical models for count data with applications to single-cell gene network NeurIPS 2022 Evaluating Biomedical Word Embeddings for Vocabulary Alignment at Scale in the UMLS Metathesaurus Using Siamese Networks ACL 2022 Evidence of Onset and Sustained Neural Responses to Isolated Phonemes from Intracranial Recordings in a Voice-based Cursor Control Task Interspeech 2022 FuDGE: A Method to Estimate a Functional Differential Graph in a High-Dimensional Setting JMLR 2022 GeneDisco: A Benchmark for Experimental Design in Drug Discovery ICLR 2022 GeomGCL: Geometric Graph Contrastive Learning for Molecular Property Prediction AAAI 2022 Hashing2Vec: Fast Embedding Generation for SARS-CoV-2 Spike Sequence Classification ACML 2022 Improving Biomedical Information Retrieval with Neural Retrievers AAAI 2022 Improving Romanian BioNER Using a Biologically Inspired System ACL 2022 Inter-annotator agreement is not the ceiling of machine learning performance: Evidence from a comprehensive set of simulations ACL 2022 Is the Brain Mechanism for Hierarchical Structure Building Universal Across Languages? An fMRI Study of Chinese and English EMNLP 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 a posteriori natural scene reconstruction from retinal ganglion cells with deep denoiser priors NeurIPS 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 Mind Reader: Reconstructing complex images from brain activities NeurIPS 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 Multi-view and Cross-view Brain Decoding COLING 2022