Research

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 A Semi-Polar Grid Strategy for the Three-Dimensional Finite Element Simulation of Vowel-Vowel Sequences Interspeech 2017 Attend and Predict: Understanding Gene Regulation by Selective Attention on Chromatin NeurIPS 2017 Comparison of Basic Beatboxing Articulations Between Expert and Novice Artists Using Real-Time Magnetic Resonance Imaging Interspeech 2017 Correlation Analysis of Chronic Obstructive Pulmonary Disease (COPD) and its Biomarkers Using the Word Embeddings IJCNLP 2017 Cross-Spectral Factor Analysis NeurIPS 2017 Database of Volumetric and Real-Time Vocal Tract MRI for Speech Science Interspeech 2017 Detrended Partial Cross Correlation for Brain Connectivity Analysis NeurIPS 2017 Distant Supervision for Relation Extraction beyond the Sentence Boundary EACL 2017 Doubly Sparsifying Network IJCAI 2017 Entity Extraction in Biomedical Corpora: An Approach to Evaluate Word Embedding Features with PSO based Feature Selection EACL 2017 Exploring Dynamic Measures of Stance in Spoken Interaction Interspeech 2017 Extraction of Gene-Environment Interaction from the Biomedical Literature IJCNLP 2017 Fast amortized inference of neural activity from calcium imaging data with variational autoencoders NeurIPS 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 LABDA at SemEval-2017 Task 10: Extracting Keyphrases from Scientific Publications by combining the BANNER tool and the UMLS Semantic Network SemEval 2017 Learning the Morphology of Brain Signals Using Alpha-Stable Convolutional Sparse Coding NeurIPS 2017 Learning what to read: Focused machine reading EMNLP 2017 LSTM Self-Supervision for Detailed Behavior Analysis CVPR 2017 Mapping distinct timescales of functional interactions among brain networks NeurIPS 2017