Learning Compressed Sentence Representations for On-Device Text Processing. SESS: Self-Ensembling Semi-Supervised 3D Object Detection. DeepPrivacy: A Generative Adversarial Network for Face Anonymization. Scale Match for Tiny Person Detection. Neural Arabic Question Answering. Leveraging BERT for Extractive Text Summarization on Lectures. VizSeq: A …

In Search of Meaning: Lessons, Resources and Next Steps for Computational Analysis of Financial Discourse. Toward Universal Testing of Dynamic Network Models. Maximizing Overall Diversity for Improved Uncertainty Estimates in Deep Ensembles. Semantic Search using Spreading Activation based on Ontology. RGPNet: A Real-Time General Purpose Semantic S …

The Performance of Machine and Deep Learning Classifiers in Detecting Zero-Day Vulnerabilities. On Space-spectrum Uncertainty Analysis for Coded Aperture Systems. CNN-based Semantic Segmentation using Level Set Loss. Contrast Optimization And Local Adaptation (COALA) for HDR Compression. DAWN: Dual Augmented Memory Network for Unsupervised Video Ob …

Sparse Sequence-to-Sequence Models. Privacy-Preserving Causal Inference via Inverse Probability Weighting. Learning Regional Attraction for Line Segment Detection. A GMM based algorithm to generate point-cloud and its application to neuroimaging. Domain Differential Adaptation for Neural Machine Translation. Machine and Deep Learning for Crowd Anal …

Examining MDD and MHD as Syntactic Complexity Measures with Intermediate Japanese Learner Corpus Data. Which annotation scheme is more expedient to measure syntactic difficulty and cognitive demand?. Advantages of the flux-based interpretation of dependency length minimization. Extracting out of the subject in French: experimental evidence. Towards …

Towards Summarization for Social Media - Results of the TL;DR Challenge. Embedding Complementary Deep Networks for Image Classification. Scalable Knowledge Graph Construction from Text Collections. Surface Realisation Using Full Delexicalisation. Modeling Paths for Explainable Knowledge Base Completion. Probing Word and Sentence Embeddings for Long …

Neural Conversation Model Controllable by Given Dialogue Act Based on Adversarial Learning and Label-aware Objective. Proceedings of the First NLPL Workshop on Deep Learning for Natural Language Processing. Cross-lingual morphological inflection with explicit alignment. Improved resistance of neural networks to adversarial images through generative …

The OSU/Facebook Realizer for SRST 2019: Seq2Seq Inflection and Serialized Tree2Tree Linearization. Recycling a Pre-trained BERT Encoder for Neural Machine Translation. Learning with Limited Data for Multilingual Reading Comprehension. A new dog learns old tricks: RL finds classic optimization algorithms. Turkish Tweet Classification with Transform …