Compact Feature Learning for Multi-Domain Image Classification. Coordinate-Based Texture Inpainting for Pose-Guided Human Image Generation. Assessing Back-Translation as a Corpus Generation Strategy for non-English Tasks: A Study in Reading Comprehension and Word Sense Disambiguation. Attentive Region Embedding Network for Zero-Shot Learning. On th …

Learning a Unified Classifier Incrementally via Rebalancing. Partially Encrypted Deep Learning using Functional Encryption. Approximate Bayesian Inference for a Mechanistic Model of Vesicle Release at a Ribbon Synapse. The MuCoW Test Suite at WMT 2019: Automatically Harvested Multilingual Contrastive Word Sense Disambiguation Test Sets for Machine …

Predicting epileptic seizures using nonnegative matrix factorization. Abstractive Text Summarization Based on Deep Learning and Semantic Content Generalization. DHSGAN: An End to End Dehazing Network for Fog and Smoke. Tree Communication Models for Sentiment Analysis. Zero-shot Word Sense Disambiguation using Sense Definition Embeddings. Classifica …

Quasi Bidirectional Encoder Representations from Transformers for Word Sense Disambiguation. Text Classification with Few Examples using Controlled Generalization. RTM Stacking Results for Machine Translation Performance Prediction. Augmenting a De-identification System for Swedish Clinical Text Using Open Resources and Deep Learning. ARNOR: Attent …

CUHK at MRP 2019: Transition-Based Parser with Cross-Framework Variable-Arity Resolve Action. The many dimensions of algorithmic fairness in educational applications. Grammaticalization in Derivational Morphology: Verification of the Process by Innovative Derivatives. Domain Adaptation for Low-Resource Neural Semantic Parsing. Skin-Based Identifica …

Exploring Diachronic Changes of Biomedical Knowledge using Distributed Concept Representations. A Quantum-Like Approach to Word Sense Disambiguation. Implementation of a Chomsky-Sch"utzenberger n-best parser for weighted multiple context-free grammars. On Learning Heteroscedastic Noise Models within Differentiable Bayes Filters. Multi-Level Sentim …

Provable Guarantees on Learning Hierarchical Generative Models with Deep CNNs. SyntagNet: Challenging Supervised Word Sense Disambiguation with Lexical-Semantic Combinations. MoNoise: A Multi-lingual and Easy-to-use Lexical Normalization Tool. A Multi-Pairwise Extension of Procrustes Analysis for Multilingual Word Translation. Hybrid RNN at SemEval …

Mawdoo3 AI at MADAR Shared Task: Arabic Fine-Grained Dialect Identification with Ensemble Learning. Relational Attention Network for Crowd Counting. Amodal Instance Segmentation With KINS Dataset. Asynchronous SGD without gradient delay for efficient distributed training. OCR evaluation tools for the 21st century. Dialogue-Act Prediction of Future …

The Role of Pragmatic and Discourse Context in Determining Argument Impact. KMI-Coling at SemEval-2019 Task 6: Exploring N-grams for Offensive Language detection. LTL-UDE at SemEval-2019 Task 6: BERT and Two-Vote Classification for Categorizing Offensiveness. Learning Words by Drawing Images. SphereRE: Distinguishing Lexical Relations with Hypersph …

Learning Transferable Feature Representations Using Neural Networks. UNH at SemEval-2019 Task 12: Toponym Resolution in Scientific Papers. University of Arizona at SemEval-2019 Task 12: Deep-Affix Named Entity Recognition of Geolocation Entities. Employing Deep Part-Object Relationships for Salient Object Detection. Just ``OneSeC’’ for Producing Mu …

Training Hybrid Language Models by Marginalizing over Segmentations. Neural Networks with Cheap Differential Operators. Efficient Dictionary Learning with Gradient Descent. Towards Scene Understanding: Unsupervised Monocular Depth Estimation With Semantic-Aware Representation. Transformer-XL: Language Modeling with Longer-Term Dependency. A Refined …