[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group NAWR 18
October 16, 2019

Paper Group NAWR 18

Inducing a Lexicon of Abusive Words – a Feature-Based Approach. Adapted Deep Embeddings: A Synthesis of Methods for k-Shot Inductive Transfer Learning. Bigrams and BiLSTMs Two Neural Networks for Sequential Metaphor Detection. Pelee: A Real-Time Object Detection System on Mobile Devices. Detecting Tweets Mentioning Drug Name and Adverse Drug Reac …

Paper Group NAWR 19

Paper Group NAWR 19

October 16, 2019

GenSense: A Generalized Sense Retrofitting Model. Deep Affix Features Improve Neural Named Entity Recognizers. The Rise of Guardians: Fact-checking URL Recommendation to Combat Fake News. ChAnot: An Intelligent Annotation Tool for Indigenous and Highly Agglutinative Languages in Peru. A Sound and Complete Left-Corner Parsing for Minimalist Grammars …
Paper Group NAWR 2

Paper Group NAWR 2

October 16, 2019

Connectionist Temporal Classification with Maximum Entropy Regularization. UFSAC: Unification of Sense Annotated Corpora and Tools. Incorporating Argument-Level Interactions for Persuasion Comments Evaluation using Co-attention Model. Learning Efficient Single-stage Pedestrian Detectors by Asymptotic Localization Fitting. Debiasing Evidence Approxi …
Paper Group NAWR 20

Paper Group NAWR 20

October 16, 2019

Encoder-Decoder Methods for Text Normalization. Greedy Hash: Towards Fast Optimization for Accurate Hash Coding in CNN. Data-driven computing in elasticity via kernel regression. Cross-lingual Knowledge Graph Alignment via Graph Convolutional Networks. Multi-value Rule Sets for Interpretable Classification with Feature-Efficient Representations. St …
Paper Group NAWR 21

Paper Group NAWR 21

October 16, 2019

Multi-Task Learning for Document Ranking and Query Suggestion. Image Deblurring with a Class-Specific Prior. Identifying Key Sentences for Precision Oncology Using Semi-Supervised Learning. Introducing a Lexicon of Verbal Polarity Shifters for English. Fast Adaptive RNN Encoder-Decoder for Anomaly Detection in SMD Assembly Machine. Deep-learning-as …
Paper Group NAWR 22

Paper Group NAWR 22

October 16, 2019

Deep k-Means: Re-Training and Parameter Sharing with Harder Cluster Assignments for Compressing Deep Convolutions. Fully Statistical Neural Belief Tracking. An Empirical Study of Building a Strong Baseline for Constituency Parsing. Word Emotion Induction for Multiple Languages as a Deep Multi-Task Learning Problem. Fusing Document, Collection and L …
Paper Group NAWR 23

Paper Group NAWR 23

October 16, 2019

Improving Language Understanding by Generative Pre-Training. Towards Exact Molecular Dynamics Simulations with Machine-Learned Force Fields. Learning semantic similarity in a continuous space. A Korean Knowledge Extraction System for Enriching a KBox. Automatic Opinion Question Generation. A Neural Layered Model for Nested Named Entity Recognition. …
Paper Group NAWR 24

Paper Group NAWR 24

October 16, 2019

Seeing Deeply and Bidirectionally: A Deep Learning Approach for Single Image Reflection Removal. Ultra Large-Scale Feature Selection using Count-Sketches. DICOD: Distributed Convolutional Coordinate Descent for Convolutional Sparse Coding. Multimodal Lexical Translation. Nonconvex Optimization for Regression with Fairness Constraints. Conversationa …
Paper Group NAWR 25

Paper Group NAWR 25

October 16, 2019

Predicting Brain Activation with WordNet Embeddings. Multi-scale Residual Network for Image Super-Resolution. A Structured Syntax-Semantics Interface for English-AMR Alignment. Sequence-to-sequence Models for Cache Transition Systems. Extending Layered Models to 3D Motion. From Neural Re-Ranking to Neural Ranking: Learning a Sparse Representation f …
Paper Group NAWR 26

Paper Group NAWR 26

October 16, 2019

Kernelized Synaptic Weight Matrices. Deep Temporal Clustering: Fully unsupervised learning of time-domain features. Inter and Intra Topic Structure Learning with Word Embeddings. PyrEval: An Automated Method for Summary Content Analysis. Face Aging With Identity-Preserved Conditional Generative Adversarial Networks. Aggression Detection on Social M …
Paper Group NAWR 27

Paper Group NAWR 27

October 16, 2019

Multi-view to Novel view: Synthesizing Novel Views with Self-Learned Confidence. Community Detection with Graph Neural Networks. Preparing Data from Psychotherapy for Natural Language Processing. Deep Autoencoder-like Nonnegative Matrix Factorization for Community Detection. Defining a Sandbox for Responsible AI. CogCompNLP: Your Swiss Army Knife f …
Paper Group NAWR 28

Paper Group NAWR 28

October 16, 2019

Annotating picture description task responses for content analysis. Type-Sensitive Knowledge Base Inference Without Explicit Type Supervision. PSANet: Point-wise Spatial Attention Network for Scene Parsing. Multi-Scale Deep Compressive Sensing Network. Learning Attentions: Residual Attentional Siamese Network for High Performance Online Visual Trac …
Paper Group NAWR 29

Paper Group NAWR 29

October 16, 2019

Deep Video Super-Resolution Network Using Dynamic Upsampling Filters Without Explicit Motion Compensation. Contour Knowledge Transfer for Salient Object Detection. Inexact trust-region algorithms on Riemannian manifolds. Fixing Translation Divergences in Parallel Corpora for Neural MT. Encoding Crowd Interaction With Deep Neural Network for Pedestr …
Paper Group NAWR 3

Paper Group NAWR 3

October 16, 2019

Conceptual Captions: A Cleaned, Hypernymed, Image Alt-text Dataset For Automatic Image Captioning. Killing Four Birds with Two Stones: Multi-Task Learning for Non-Literal Language Detection. Variational Approach for Capsule Video Frame Interpolation. Semantic Structure-based Unsupervised Deep Hashing. Baseline: A Library for Rapid Modeling, Experim …
Paper Group NAWR 30

Paper Group NAWR 30

October 16, 2019

Restructuring Endpoint Congestion Control. Jack the Reader – A Machine Reading Framework. Few-Shot Learning with Graph Neural Networks. Monotonic Chunkwise Attention. Where is my URI?. Generative Domain-Migration Hashing for Sketch-to-Image Retrieval. A Scalable Laplace Approximation for Neural Networks. Towards understanding ECG rhythm classifica …
Paper Group NAWR 31

Paper Group NAWR 31

October 16, 2019

Veyn at PARSEME Shared Task 2018: Recurrent Neural Networks for VMWE Identification. Real-world multiobject, multigrasp detection. Universal Planning Networks: Learning Generalizable Representations for Visuomotor Control. Optimally Selected Minimal Learning Machine. DataSEARCH at IEST 2018: Multiple Word Embedding based Models for Implicit Emotion …
Paper Group NAWR 32

Paper Group NAWR 32

October 16, 2019

Invertibility of Convolutional Generative Networks from Partial Measurements. Bandit Learning with Implicit Feedback. Expressively vulgar: The socio-dynamics of vulgarity and its effects on sentiment analysis in social media. Deep Blending for Free-Viewpoint Image-Based-Rendering. Orthogonal Weight Normalization: Solution to Optimization overMultip …
Paper Group NAWR 33

Paper Group NAWR 33

October 16, 2019

DIMSIM: An Accurate Chinese Phonetic Similarity Algorithm Based on Learned High Dimensional Encoding. Evaluating neural network explanation methods using hybrid documents and morphosyntactic agreement. A Reassessment of Reference-Based Grammatical Error Correction Metrics. Facts That Matter. Stochastic Capsule Endoscopy Image Enhancement. Fusing St …
Paper Group NAWR 34

Paper Group NAWR 34

October 16, 2019

Subword-level Word Vector Representations for Korean. Robust Document Retrieval and Individual Evidence Modeling for Fact Extraction and Verification.. Knowledge Diffusion for Neural Dialogue Generation. Slot-Gated Modeling for Joint Slot Filling and Intent Prediction. RNN-SM: Fast Steganalysis of VoIP Streams Using Recurrent Neural Network. Beyond …
Paper Group NAWR 4

Paper Group NAWR 4

October 16, 2019

Chengyu Cloze Test. Beyond Generic Summarization: A Multi-faceted Hierarchical Summarization Corpus of Large Heterogeneous Data. Binarized Attributed Network Embedding. MGAD: Multilingual Generation of Analogy Datasets. Sudachi: a Japanese Tokenizer for Business. Parallel Feature Pyramid Network for Object Detection. Crowd Counting via Adversarial …
Paper Group NAWR 5

Paper Group NAWR 5

October 16, 2019

BiLSTM-CRF for Persian Named-Entity Recognition ArmanPersoNERCorpus: the First Entity-Annotated Persian Dataset. CarFusion: Combining Point Tracking and Part Detection for Dynamic 3D Reconstruction of Vehicles. The Neural Hype and Comparisons Against Weak Baselines. Evaluating bilingual word embeddings on the long tail. Towards Experienced Anomaly …
Paper Group NAWR 6

Paper Group NAWR 6

October 16, 2019

Generative Adversarial Network with Spatial Attention for Face Attribute Editing. From Text to Lexicon: Bridging the Gap between Word Embeddings and Lexical Resources. How SGD Selects the Global Minima in Over-parameterized Learning: A Dynamical Stability Perspective. SEDANSPOT: Detecting Anomalies in Edge Streams. Efficient adaptive non-maximal su …
Paper Group NAWR 7

Paper Group NAWR 7

October 16, 2019

Towards End-to-End License Plate Detection and Recognition: A Large Dataset and Baseline. Algorithmic Assurance: An Active Approach to Algorithmic Testing using Bayesian Optimisation. Leveraging Context Information for Natural Question Generation. Jointly Learning Convolutional Representations to Compress Radiological Images and Classify Thoracic D …
Paper Group NAWR 8

Paper Group NAWR 8

October 16, 2019

Automatic support vector data description. Triplet Loss in Siamese Network for Object Tracking. A Unified Model for Extractive and Abstractive Summarization using Inconsistency Loss. Using J-K-fold Cross Validation To Reduce Variance When Tuning NLP Models. Zero-Shot Learning Based Approach For Medieval Word Recognition Using Deep-Learned Features. …
Paper Group NAWR 9

Paper Group NAWR 9

October 16, 2019

Faster Neural Networks Straight from JPEG. Textbook Question Answering Under Instructor Guidance With Memory Networks. Distractor Generation for Multiple Choice Questions Using Learning to Rank. Neural Quality Estimation of Grammatical Error Correction. ICON: Interactive Conversational Memory Network for Multimodal Emotion Detection. Learning Word …
Paper Group NANR 100

Paper Group NANR 100

October 15, 2019

HitNet: Hybrid Ternary Recurrent Neural Network. Transition-based Neural RST Parsing with Implicit Syntax Features. Designing by Training: Acceleration Neural Network for Fast High-Dimensional Convolution. Latent Entities Extraction: How to Extract Entities that Do Not Appear in the Text?. Adaptive Multi-pass Decoder for Neural Machine Translation. …
Paper Group NANR 101

Paper Group NANR 101

October 15, 2019

Statistical Machine Transliteration Baselines for NEWS 2018. Named-Entity Tagging and Domain adaptation for Better Customized Translation. Leveraging Meta-Embeddings for Bilingual Lexicon Extraction from Specialized Comparable Corpora. Sim2Real Viewpoint Invariant Visual Servoing by Recurrent Control. Conditions on abruptness in a gradient-ascent M …
Paper Group NANR 102

Paper Group NANR 102

October 15, 2019

Domain Adaptation for Deep Reinforcement Learning in Visually Distinct Games. ScholarGraph:a Chinese Knowledge Graph of Chinese Scholars. A Painless Attention Mechanism for Convolutional Neural Networks. Recursive Binary Neural Network Learning Model with 2-bit/weight Storage Requirement. PunFields at SemEval-2018 Task 3: Detecting Irony by Tools o …