Robust image stitching with multiple registrations. Improving Slot Filling in Spoken Language Understanding with Joint Pointer and Attention. 結合卷積神經網路與遞迴神經網路於推文極性分類 (Combining Convolutional Neural Network and Recurrent Neural Network for Tweet Polarity Classification) [In Chinese]. $D^2$: Decentralized Training over Decentralized Data. An Improved …

UMBC at SemEval-2018 Task 8: Understanding Text about Malware. Flytxt_NTNU at SemEval-2018 Task 8: Identifying and Classifying Malware Text Using Conditional Random Fields and Na"\ive Bayes Classifiers. Digital Operatives at SemEval-2018 Task 8: Using dependency features for malware NLP. Towards a Diagnosis of Textual Difficulties for Children wi …

Neural Network Language Modeling with Letter-based Features and Importance Sampling. YNU-HPCC at SemEval-2018 Task 12: The Argument Reasoning Comprehension Task Using a Bi-directional LSTM with Attention Model. Lyb3b at SemEval-2018 Task 12: Ensemble-based Deep Learning Models for Argument Reasoning Comprehension Task. Learning distributed event re …

An LSTM-CRF Based Approach to Token-Level Metaphor Detection. Towards a Linked Open Data Edition of Sumerian Corpora. Visual Object Networks: Image Generation with Disentangled 3D Representations. Efficient Large-Scale Approximate Nearest Neighbor Search on OpenCL FPGA. Parametric Manifold Learning Via Sparse Multidimensional Scaling. End-to-End Co …

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 …

Policy Gradient For Multidimensional Action Spaces: Action Sampling and Entropy Bonus. Addressing Noise in Multidialectal Word Embeddings. NEWS 2018 Whitepaper. Automatic Focus Annotation: Bringing Formal Pragmatics Alive in Analyzing the Information Structure of Authentic Data. Spurious Ambiguity and Focalization. Autonomous Vehicle Fleet Coordina …

Relevant Emotion Ranking from Text Constrained with Emotion Relationships. Towards Evaluating Narrative Quality In Student Writing. Improving generalization by regularizing in $L^2$ function space. Proceedings of the AMTA 2018 Workshop on The Role of Authoritative Standards in the MT Environment. Noising and Denoising Natural Language: Diverse Back …

Comparison of Assorted Models for Transliteration. Approximate Dynamic Oracle for Dependency Parsing with Reinforcement Learning. Quadtree Convolutional Neural Networks. Global Gated Mixture of Second-order Pooling for Improving Deep Convolutional Neural Networks. Deep Learning with Logged Bandit Feedback. Where and Why Are They Looking? Jointly In …

SingleCite: Towards an improved Single Citation Search in PubMed. Identification of Personal Information Shared in Chat-Oriented Dialogue. Villani at SemEval-2018 Task 8: Semantic Extraction from Cybersecurity Reports using Representation Learning. The French-Algerian Code-Switching Triggered audio corpus (FACST). Improve Training Stability of Semi …

Exploring and Learning Suicidal Ideation Connotations on Social Media with Deep Learning. Arabizi sentiment analysis based on transliteration and automatic corpus annotation. The LMU Munich Unsupervised Machine Translation Systems. Correcting Chinese Word Usage Errors for Learning Chinese as a Second Language. A Pronoun Test Suite Evaluation of the …

Transfer Learning on Manifolds via Learned Transport Operators. The Information-Autoencoding Family: A Lagrangian Perspective on Latent Variable Generative Modeling. Training deep learning based denoisers without ground truth data. Stacked Latent Attention for Multimodal Reasoning. Causality Analysis of Twitter Sentiments and Stock Market Returns. …