Robust Contextual Bandit via the Capped-$\ell_{2}$ norm. Any-gram Kernels for Sentence Classification: A Sentiment Analysis Case Study. Discriminative Learning of Prediction Intervals. Neural Semantic Parsing over Multiple Knowledge-bases. Susceptibility Propagation by Using Diagonal Consistency. LED-based Photometric Stereo: Modeling, Calibration …

The “something something” video database for learning and evaluating visual common sense. IQA: Visual Question Answering in Interactive Environments. Estimating the Success of Unsupervised Image to Image Translation. Near-optimal sample complexity for convex tensor completion. Machine Learning of Linear Differential Equations using Gaussian Process …

Extracting Automata from Recurrent Neural Networks Using Queries and Counterexamples. Enhanced Neural Machine Translation by Learning from Draft. Honk: A PyTorch Reimplementation of Convolutional Neural Networks for Keyword Spotting. A Generative Model of People in Clothing. LR-GAN: Layered Recursive Generative Adversarial Networks for Image Genera …

Sharp Models on Dull Hardware: Fast and Accurate Neural Machine Translation Decoding on the CPU. Continuous Representation of Location for Geolocation and Lexical Dialectology using Mixture Density Networks. Learning Word Relatedness over Time. Learning Background-Aware Correlation Filters for Visual Tracking. Dynamic Time-Aware Attention to Speake …

Nationality Classification Using Name Embeddings. On the Sample Complexity of Graphical Model Selection for Non-Stationary Processes. Abstract Argumentation / Persuasion / Dynamics. Multi-stream 3D FCN with Multi-scale Deep Supervision for Multi-modality Isointense Infant Brain MR Image Segmentation. Convergence Results for Neural Networks via Elec …

Horn-ICE Learning for Synthesizing Invariants and Contracts. Just ASK: Building an Architecture for Extensible Self-Service Spoken Language Understanding. A DIKW Paradigm to Cognitive Engineering. Passive Classification of Source Printer using Text-line-level Geometric Distortion Signatures from Scanned Images of Printed Documents. TripletGAN: Trai …

UBSegNet: Unified Biometric Region of Interest Segmentation Network. Convolutional Neural Networks: Ensemble Modeling, Fine-Tuning and Unsupervised Semantic Localization for Intraoperative CLE Images. Effective Spoken Language Labeling with Deep Recurrent Neural Networks. Efficient and Effective Single-Document Summarizations and A Word-Embedding M …

Light Cascaded Convolutional Neural Networks for Accurate Player Detection. Learning Anytime Predictions in Neural Networks via Adaptive Loss Balancing. Clustering Patients with Tensor Decomposition. Performance Prediction and Optimization of Solar Water Heater via a Knowledge-Based Machine Learning Method. Provable Alternating Gradient Descent for …

Continuous Implicit Authentication for Mobile Devices based on Adaptive Neuro-Fuzzy Inference System. CISRDCNN: Super-resolution of compressed images using deep convolutional neural networks. Machine Learning for Drug Overdose Surveillance. Implicit Regularization in Matrix Factorization. Two Stream LSTM: A Deep Fusion Framework for Human Action Re …

Are doggies really nicer than dogs? The impact of morphological derivation on emotional valence in German. Situating Word Senses in their Historical Context with Linked Data. NLPTEA 2017 Shared Task – Chinese Spelling Check. Annotation Challenges for Reconstructing the Structural Elaboration of Middle Low German. An End-to-end Environment for Rese …

Combining Multiple Corpora for Readability Assessment for People with Cognitive Disabilities. Connecting the Dots: Towards Human-Level Grammatical Error Correction. Neural Relation Extraction with Multi-lingual Attention. Log-linear Models for Uyghur Segmentation in Spoken Language Translation. TWINA at SemEval-2017 Task 4: Twitter Sentiment Analys …

Graph Databases for Designing High-Performance Speech Recognition Grammars. Automatic Diagnosis Coding of Radiology Reports: A Comparison of Deep Learning and Conventional Classification Methods. An Empirical Comparison of Domain Adaptation Methods for Neural Machine Translation. Annotating Negation in Spanish Clinical Texts. Information Bottleneck …

Story Cloze Task: UW NLP System. NCTU-NTUT at IJCNLP-2017 Task 2: Deep Phrase Embedding using bi-LSTMs for Valence-Arousal Ratings Prediction of Chinese Phrases. Segment-Level Neural Conditional Random Fields for Named Entity Recognition. Action Languages and Question Answering. OnACID: Online Analysis of Calcium Imaging Data in Real Time. Inter-Pa …

Hybrid Neural Networks for Learning the Trend in Time Series. Exploring Vector Spaces for Semantic Relations. An Object-oriented Model of Role Framing and Attitude Prediction. Maximum Margin Reward Networks for Learning from Explicit and Implicit Supervision. Neural Sequence Learning Models for Word Sense Disambiguation. If mice were reptiles, then …

Enriching Complex Networks with Word Embeddings for Detecting Mild Cognitive Impairment from Speech Transcripts. Temporal Orientation of Tweets for Predicting Income of Users. Adversarial Adaptation of Synthetic or Stale Data. An Approach to Extract Product Features from Chinese Consumer Reviews and Establish Product Feature Structure Tree. 語音文件檢索使 …

In your wildest dreams: the language and psychological features of dreams. Unsupervised Morpheme Segmentation Through Numerical Weighting and Thresholding. Runtime Neural Pruning. The Mapillary Vistas Dataset for Semantic Understanding of Street Scenes. Spectral Analysis of Information Density in Dialogue Predicts Collaborative Task Performance. Ha …