[PAPER]@Telematika

Automatic Annotation and Evaluation of Error Types for Grammatical Error Correction. LightGBM: A Highly Efficient Gradient Boosting Decision Tree. A Factored Neural Network Model for Characterizing Online Discussions in Vector Space. Finding Good Conversations Online: The Yahoo News Annotated Comments Corpus. 3D CNNs on Distance Matrices for Human …

DropoutNet: Addressing Cold Start in Recommender Systems. A Bag of Useful Tricks for Practical Neural Machine Translation: Embedding Layer Initialization and Large Batch Size. Spatio-Temporal Naive-Bayes Nearest-Neighbor (ST-NBNN) for Skeleton-Based Action Recognition. FC4: Fully Convolutional Color Constancy With Confidence-Weighted Pooling. Deep …

A modernised version of the Glossa corpus search system. Correcting Contradictions. Meta-Optimizing Semantic Evolutionary Search. Assessing Convincingness of Arguments in Online Debates with Limited Number of Features. Finnish resources for evaluating language model semantics. Toward Universal Dependencies for Ainu. Unsupervised Adaptation for Deep …

RDF2Vec: RDF Graph Embeddings and Their Applications. Neural Networks for Efficient Bayesian Decoding of Natural Images from Retinal Neurons. Context Selection for Embedding Models. Image Super-Resolution via Deep Recursive Residual Network. Instance Weighting for Neural Machine Translation Domain Adaptation. Leveraging Linguistic Structures for Na …

EmoBank: Studying the Impact of Annotation Perspective and Representation Format on Dimensional Emotion Analysis. PredRNN: Recurrent Neural Networks for Predictive Learning using Spatiotemporal LSTMs. SupWSD: A Flexible Toolkit for Supervised Word Sense Disambiguation. Learning How to Simplify From Explicit Labeling of Complex-Simplified Text Pairs …

Recurrent Attention Network on Memory for Aspect Sentiment Analysis. C-3MA: Tartu-Riga-Zurich Translation Systems for WMT17. Automatic Differentiation in PyTorch. Deep Recurrent Neural Network-Based Identification of Precursor microRNAs. Review highlights: opinion mining on reviews: a hybrid model for rule selection in aspect extraction. Context-Aw …

Non-Uniform Subset Selection for Active Learning in Structured Data. A Neural Local Coherence Model. L2-Net: Deep Learning of Discriminative Patch Descriptor in Euclidean Space. Powered Outer Probabilistic Clustering. State-Frequency Memory Recurrent Neural Networks. Deep Gaussian Process for Crop Yield Prediction Based on Remote Sensing Data. Impr …

Context-Dependent Sentiment Analysis in User-Generated Videos. Temporal Residual Networks for Dynamic Scene Recognition. AGA: Attribute-Guided Augmentation. A Principled Framework for Evaluating Summarizers: Comparing Models of Summary Quality against Human Judgments. Discriminating between Similar Languages using Weighted Subword Features. Non-con …