EEG emotion recognition using dynamical graph convolutional neural networks. SDC-Net: Video prediction using spatially-displaced convolution. Hierarchy of Alternating Specialists for Scene Recognition. Deep learning mutation prediction enables early stage lung cancer detection in liquid biopsy. Three Dimensions of Reproducibility in Natural Languag …

Annotating Educational Questions for Student Response Analysis. Efficient Computation of Implicational Universals in Constraint-Based Phonology Through the Hyperplane Separation Theorem. Target-Sensitive Memory Networks for Aspect Sentiment Classification. Assessing Quality Estimation Models for Sentence-Level Prediction. Spatio-temporal Transforme …

Egocentric Activity Prediction via Event Modulated Attention. Element-wise Bilinear Interaction for Sentence Matching. IronyMagnet at SemEval-2018 Task 3: A Siamese network for Irony detection in Social media. Teanga: A Linked Data based platform for Natural Language Processing. A Danish FrameNet Lexicon and an Annotated Corpus Used for Training an …

Flow Guided Recurrent Neural Encoder for Video Salient Object Detection. Revisiting Multi-Task Learning with ROCK: a Deep Residual Auxiliary Block for Visual Detection. A Spline Theory of Deep Learning. The MADAR Arabic Dialect Corpus and Lexicon. Unsupervised Adversarial Anomaly Detection using One-Class Support Vector Machines. Optimal Structured …

Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Student Research Workshop. Fast Similarity Search via Optimal Sparse Lifting. Diachronic degradation of language models: Insights from social media. Improving Feature Extraction for Pathology Reports with Precise Negation Scope Detecti …

SumeCzech: Large Czech News-Based Summarization Dataset. HybridNet: A Hybrid Neural Architecture to Speed-up Autoregressive Models. Using Paraphrasing and Memory-Augmented Models to Combat Data Sparsity in Question Interpretation with a Virtual Patient Dialogue System. Creative Language Encoding under Censorship. ENRICHMENT OF FEATURES FOR CLASSIFI …

AttentionMeSH: Simple, Effective and Interpretable Automatic MeSH Indexer. Overview of the 2018 ALTA Shared Task: Classifying Patent Applications. Simultaneous 3D Reconstruction for Water Surface and Underwater Scene. A Self-Attentive Model with Gate Mechanism for Spoken Language Understanding. Adapting SimpleNLG to Galician language. Credit Assign …