[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group NANR 187
October 15, 2019

Paper Group NANR 187

“Zero-Shot” Super-Resolution Using Deep Internal Learning. Urban Zoning Using Higher-Order Markov Random Fields on Multi-View Imagery Data. Cluster Labeling by Word Embeddings and WordNet’s Hypernymy. Comparing Theories of Speaker Choice Using a Model of Classifier Production in Mandarin Chinese. The Timing of Lexical Memory Retrievals in Langu …

Paper Group NANR 188

Paper Group NANR 188

October 15, 2019

Adaptor Grammars for the Linguist: Word Segmentation Experiments for Very Low-Resource Languages. Ternary Twitter Sentiment Classification with Distant Supervision and Sentiment-Specific Word Embeddings. APLenty: annotation tool for creating high-quality datasets using active and proactive learning. From Chinese Word Segmentation to Extraction of C …
Paper Group NANR 189

Paper Group NANR 189

October 15, 2019

Handling missing values: A study of popular imputation packages in R. Variational Network Inference: Strong and Stable with Concrete Support. DiCE: The Infinitely Differentiable Monte Carlo Estimator. A Hybrid Approach to Automatic Corpus Generation for Chinese Spelling Check. Leveraging Lexical Substitutes for Unsupervised Word Sense Induction. Im …
Paper Group NANR 190

Paper Group NANR 190

October 15, 2019

Tree-Stack LSTM in Transition Based Dependency Parsing. Gradient Descent Meets Shift-and-Invert Preconditioning for Eigenvector Computation. A Dataset of Flash and Ambient Illumination Pairs from the Crowd. DeepEMGNet: An Application for Efficient Discrimination of ALS and Normal EMG Signals. Stochastic Composite Mirror Descent: Optimal Bounds with …
Paper Group NANR 191

Paper Group NANR 191

October 15, 2019

Investigating Audio, Video, and Text Fusion Methods for End-to-End Automatic Personality Prediction. Aspect and Sentiment Aware Abstractive Review Summarization. Annotating If the Authors of a Tweet are Located at the Locations They Tweet About. Context-sensitive Natural Language Generation for robot-assisted second language tutoring. Shaping a soc …
Paper Group NANR 192

Paper Group NANR 192

October 15, 2019

A Very Low Resource Language Speech Corpus for Computational Language Documentation Experiments. Similarity Measures for the Detection of Clinical Conditions with Verbal Fluency Tasks. Sluice Resolution without Hand-Crafted Features over Brittle Syntax Trees. The SSIX Corpora: Three Gold Standard Corpora for Sentiment Analysis in English, Spanish a …
Paper Group NANR 193

Paper Group NANR 193

October 15, 2019

Burst Image Deblurring Using Permutation Invariant Convolutional Neural Networks. Automated Paraphrase Lattice Creation for HyTER Machine Translation Evaluation. Speed Reading: Learning to Read ForBackward via Shuttle. Textual Deconvolution Saliency (TDS) : a deep tool box for linguistic analysis. Text Mining for History: first steps on building a …
Paper Group NANR 194

Paper Group NANR 194

October 15, 2019

A Multi-Context Character Prediction Model for a Brain-Computer Interface. Challenges and Opportunities of Applying Natural Language Processing in Business Process Management. Objective and efficient inference for couplings in neuronal networks. The Sample Complexity of Semi-Supervised Learning with Nonparametric Mixture Models. Identifying the Mos …
Paper Group NANR 195

Paper Group NANR 195

October 15, 2019

Stochastic Training of Graph Convolutional Networks. Towards Controllable Story Generation. Syntax-based Transfer Learning for the Task of Biomedical Relation Extraction. Content Extraction and Lexical Analysis from Customer-Agent Interactions. Covariate Adjusted Precision Matrix Estimation via Nonconvex Optimization. Syntactically Aware Neural Arc …
Paper Group NANR 196

Paper Group NANR 196

October 15, 2019

The Revision of ISO-Space,Focused on the Movement Link. Economic Event Detection in Company-Specific News Text. Exploiting Dynamic Oracles to Train Projective Dependency Parsers on Non-Projective Trees. PointGrid: A Deep Network for 3D Shape Understanding. NOVEL AND EFFECTIVE PARALLEL MIX-GENERATOR GENERATIVE ADVERSARIAL NETWORKS. Multilingual Mult …
Paper Group NANR 197

Paper Group NANR 197

October 15, 2019

Training Deep AutoEncoders for Recommender Systems. Variational Inference and Deep Generative Models. Using Word Vectors to Improve Word Alignments for Low Resource Machine Translation. Visually Guided Spatial Relation Extraction from Text. Manzanilla: An Image Annotation Tool for TKB Building. Cross-Modal Ranking with Soft Consistency and Noisy La …
Paper Group NANR 198

Paper Group NANR 198

October 15, 2019

Gesture Recognition: Focus on the Hands. PDF-to-Text Reanalysis for Linguistic Data Mining. Examining Temporality in Document Classification. Fine-grained Semantic Textual Similarity for Serbian. SINT++: Robust Visual Tracking via Adversarial Positive Instance Generation. LatentPoison – Adversarial Attacks On The Latent Space. Learning Hidden Unit …
Paper Group NANR 199

Paper Group NANR 199

October 15, 2019

Towards an Automatic Assessment of Crowdsourced Data for NLU. Incremental Natural Language Processing: Challenges, Strategies, and Evaluation. Learning from limited datasets: Implications for Natural Language Generation and Human-Robot Interaction. Proceedings of the Eleventh International Conference on Language Resources and Evaluation (LREC-2018) …
Paper Group NANR 200

Paper Group NANR 200

October 15, 2019

Butterfly Effects in Frame Semantic Parsing: impact of data processing on model ranking. A Deep Learning Approach for Survival Clustering without End-of-life Signals. Gated Multi-Task Network for Text Classification. Universality, Robustness, and Detectability of Adversarial Perturbations under Adversarial Training. Development of a Mobile Observat …
Paper Group NANR 201

Paper Group NANR 201

October 15, 2019

Academic-Industrial Perspective on the Development and Deployment of a Moderation System for a Newspaper Website. Bayesian Distributed Stochastic Gradient Descent. AmbientGAN: Generative models from lossy measurements. Deep Network for the Integrated 3D Sensing of Multiple People in Natural Images. Linear RGB-D SLAM for Planar Environments. Apollo …
Paper Group NANR 202

Paper Group NANR 202

October 15, 2019

On the limitations of first order approximation in GAN dynamics. What’s Wrong, Python? – A Visual Differ and Graph Library for NLP in Python. Fast and Accurate Reordering with ITG Transition RNN. Local Density Estimation in High Dimensions. Quality Estimation for Automatically Generated Titles of eCommerce Browse Pages. Pronunciation Variants and …
Paper Group NANR 203

Paper Group NANR 203

October 15, 2019

Improving Large-Scale Fact-Checking using Decomposable Attention Models and Lexical Tagging. Ranking Distributions based on Noisy Sorting. Generative diffeomorphic modelling of large MRI data sets for probabilistic template construction. An Italian Twitter Corpus of Hate Speech against Immigrants. From dictations to clinical reports using machine t …
Paper Group NANR 204

Paper Group NANR 204

October 15, 2019

A neural parser as a direct classifier for head-final languages. Now I Remember! Episodic Memory For Reinforcement Learning. Alignment, Acceptance, and Rejection of Group Identities in Online Political Discourse. Verb Alternations and Their Impact on Frame Induction. QuantTree: Histograms for Change Detection in Multivariate Data Streams. A Neural …
Paper Group NANR 205

Paper Group NANR 205

October 15, 2019

Constructing a Lexicon of Relational Nouns. Textual Features Indicative of Writing Proficiency in Elementary School Spanish Documents. Link Weight Prediction with Node Embeddings. Tibetan-Chinese Neural Machine Translation based on Syllable Segmentation. Punctuation as Native Language Interference. Twitter Universal Dependency Parsing for African-A …
Paper Group NANR 206

Paper Group NANR 206

October 15, 2019

On Acceleration with Noise-Corrupted Gradients. Unsupervised Class-Specific Deblurring. Low-resource Cross-lingual Event Type Detection via Distant Supervision with Minimal Effort. Points, Paths, and Playscapes: Large-scale Spatial Language Understanding Tasks Set in the Real World. Robust and Scalable Models of Microbiome Dynamics. Learning what t …
Paper Group NANR 207

Paper Group NANR 207

October 15, 2019

Contemporary Amharic Corpus: Automatically Morpho-Syntactically Tagged Amharic Corpus. Level-Set Methods for Finite-Sum Constrained Convex Optimization. Character Level Based Detection of DGA Domain Names. Hybrid Camera Pose Estimation. Predict Responsibly: Increasing Fairness by Learning to Defer. HiNTS: A Tagset for Middle Low German. Part-of-Spe …
Paper Group NANR 208

Paper Group NANR 208

October 15, 2019

Improved nearest neighbor search using auxiliary information and priority functions. The UIR Uncertainty Corpus for Chinese: Annotating Chinese Microblog Corpus for Uncertainty Identification from Social Media. Using Crowd Agreement for Wordnet Localization. Knowing the Author by the Company His Words Keep. Training with Growing Sets: A Simple Alte …
Paper Group NANR 209

Paper Group NANR 209

October 15, 2019

An Analysis of Encoder Representations in Transformer-Based Machine Translation. Learning Word Embeddings for Data Sparse and Sentiment Rich Data Sets. Learning to Solve Nonlinear Least Squares for Monocular Stereo. Deep Sensing: Active Sensing using Multi-directional Recurrent Neural Networks. Continuous-fidelity Bayesian Optimization with Knowled …
Paper Group NANR 210

Paper Group NANR 210

October 15, 2019

Equality of Opportunity in Classification: A Causal Approach. DNN Model Compression Under Accuracy Constraints. Cross-lingual complex word identification with multitask learning. PARAMETRIZED DEEP Q-NETWORKS LEARNING: PLAYING ONLINE BATTLE ARENA WITH DISCRETE-CONTINUOUS HYBRID ACTION SPACE. Automatic Detection of Atrial Fibrillation Based on Contin …
Paper Group NANR 211

Paper Group NANR 211

October 15, 2019

Termbase Exchange (TBX). MACH: Embarrassingly parallel $K$-class classification in $O(d\log{K})$ memory and $O(K\log{K} + d\log{K})$ time, instead of $O(Kd)$. Unrestricted Bridging Resolution. An Integrated Representation of Linguistic and Social Functions of Code-Switching. Multi-Fidelity Black-Box Optimization with Hierarchical Partitions. Relati …
Paper Group NANR 212

Paper Group NANR 212

October 15, 2019

MixLasso: Generalized Mixed Regression via Convex Atomic-Norm Regularization. Deep Fundamental Matrix Estimation. Learnability of Learned Neural Networks. Proceedings of the Twelfth Workshop on Graph-Based Methods for Natural Language Processing (TextGraphs-12). Discourse Coherence Through the Lens of an Annotated Text Corpus: A Case Study. A Multi …
Paper Group NANR 213

Paper Group NANR 213

October 15, 2019

CUNI System for the WMT18 Multimodal Translation Task. Findings of the WMT 2018 Shared Task on Quality Estimation. Modifying memories in a Recurrent Neural Network Unit. Challenge or Empower: Revisiting Argumentation Quality in a News Editorial Corpus. Unbiased Objective Estimation in Predictive Optimization. Learning Parsimonious Deep Feed-forward …
Paper Group NANR 214

Paper Group NANR 214

October 15, 2019

A Notion of Semantic Coherence for Underspecified Semantic Representation. Building a Corpus for Personality-dependent Natural Language Understanding and Generation. Predicting Psychological Health from Childhood Essays with Convolutional Neural Networks for the CLPsych 2018 Shared Task (Team UKNLP). The New Propbank: Aligning Propbank with AMR thr …