[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group NANR 243
October 15, 2019

Paper Group NANR 243

Recognize Actions by Disentangling Components of Dynamics. Learning Libraries of Subroutines for Neurally–Guided Bayesian Program Induction. Trojan Horses in Amazon’s Castle: Understanding the Incentivized Online Reviews. Fluid Annotation: A Granularity-aware Annotation Tool for Chinese Word Fluidity. One Kernel to Solve Nearly Everything: Unified …

Paper Group NANR 244

Paper Group NANR 244

October 15, 2019

Network Global Testing by Counting Graphlets. The Limits of Maxing, Ranking, and Preference Learning. Integrating Entity Linking and Evidence Ranking for Fact Extraction and Verification. Coupled End-to-End Transfer Learning With Generalized Fisher Information. Capturing Human Category Representations by Sampling in Deep Feature Spaces. A Practical …
Paper Group NANR 245

Paper Group NANR 245

October 15, 2019

Spot the Odd Man Out: Exploring the Associative Power of Lexical Resources. Towards Opinion Summarization of Customer Reviews. Voice Imitating Text-to-Speech Neural Networks. GraphBit: Bitwise Interaction Mining via Deep Reinforcement Learning. Neural Networks for irregularly observed continuous-time Stochastic Processes. Learning to Optimize Combi …
Paper Group NANR 246

Paper Group NANR 246

October 15, 2019

EEG emotion recognition using dynamical graph convolutional neural networks. SDC-Net: Video prediction using spatially-displaced convolution. Hierarchy of Alternating Specialists for Scene Recognition. Deep learning mutation prediction enables early stage lung cancer detection in liquid biopsy. Three Dimensions of Reproducibility in Natural Languag …
Paper Group NANR 247

Paper Group NANR 247

October 15, 2019

Statestream: A toolbox to explore layerwise-parallel deep neural networks. CodeSLAM — Learning a Compact, Optimisable Representation for Dense Visual SLAM. Random Decision Syntax Trees at SemEval-2018 Task 3: LSTMs and Sentiment Scores for Irony Detection. Adding the Third Dimension to Spatial Relation Detection in 2D Images. Stance-In-Depth Deep …
Paper Group NANR 248

Paper Group NANR 248

October 15, 2019

An Empirical Study of Machine Translation for the Shared Task of WMT18. The RWTH Aachen University English-German and German-English Unsupervised Neural Machine Translation Systems for WMT 2018. Adaptive Path-Integral Autoencoders: Representation Learning and Planning for Dynamical Systems. Developing New Linguistic Resources and Tools for the Gali …
Paper Group NANR 249

Paper Group NANR 249

October 15, 2019

Backpropagation with Callbacks: Foundations for Efficient and Expressive Differentiable Programming. Tweety at SemEval-2018 Task 2: Predicting Emojis using Hierarchical Attention Neural Networks and Support Vector Machine. GATED FAST WEIGHTS FOR ASSOCIATIVE RETRIEVAL. A Multi-task Approach to Learning Multilingual Representations. Multilingual Seq2 …
Paper Group NANR 250

Paper Group NANR 250

October 15, 2019

Combining Concepts and Their Translations from Structured Dictionaries of Uralic Minority Languages. Tools for Building an Interlinked Synonym Lexicon Network. Differentially Private Identity and Equivalence Testing of Discrete Distributions. Annotating Zero Anaphora for Question Answering. Annotation and Quantitative Analysis of Speaker Informatio …
Paper Group NANR 251

Paper Group NANR 251

October 15, 2019

Optimal Distributed Learning with Multi-pass Stochastic Gradient Methods. Extreme Learning to Rank via Low Rank Assumption. Domain transfer through deep activation matching. UCL Machine Reading Group: Four Factor Framework For Fact Finding (HexaF). Recognizing Complex Entity Mentions: A Review and Future Directions. A Conditional Gradient Framework …
Paper Group NANR 252

Paper Group NANR 252

October 15, 2019

Beyond the One-Step Greedy Approach in Reinforcement Learning. SINAI at SemEval-2018 Task 1: Emotion Recognition in Tweets. Dynamic Oracles for Top-Down and In-Order Shift-Reduce Constituent Parsing. A Weighted Sparse Sampling and Smoothing Frame Transition Approach for Semantic Fast-Forward First-Person Videos. CENTEMENT at SemEval-2018 Task 1: Cl …
Paper Group NANR 253

Paper Group NANR 253

October 15, 2019

以深層類神經網路標記中文階層式多標籤語意概念 (Hierarchical Multi-Label Chinese Word Semantic Labeling using Deep Neural Network ) [In Chinese]. Fast Bellman Updates for Robust MDPs. Geodesic Convolutional Shape Optimization. Semantic Relatedness of Wikipedia Concepts – Benchmark Data and a Working Solution. Inductive Two-Layer Modeling with Parametric Bregman Transfer. …
Paper Group NANR 254

Paper Group NANR 254

October 15, 2019

Keynote: Setting up a Machine Translation Program for IARPA. Simulating Language Evolution: a Tool for Historical Linguistics. Contextual Combinatorial Multi-armed Bandits with Volatile Arms and Submodular Reward. Diverse Ensemble Evolution: Curriculum Data-Model Marriage. DCFEE: A Document-level Chinese Financial Event Extraction System based on A …
Paper Group NANR 255

Paper Group NANR 255

October 15, 2019

Scalable Bilinear Pi Learning Using State and Action Features. Semi-Supervised Learning on Data Streams via Temporal Label Propagation. Personalized Microblog Sentiment Classification via Adversarial Cross-lingual Multi-task Learning. Neural Network based Extreme Classification and Similarity Models for Product Matching. NextGen AML: Distributed De …
Paper Group NANR 256

Paper Group NANR 256

October 15, 2019

Zero-shot Learning of Classifiers from Natural Language Quantification. Randomized Block Cubic Newton Method. Convolutions Are All You Need (For Classifying Character Sequences). Orthographic Features for Bilingual Lexicon Induction. Adversarial Multiple Source Domain Adaptation. Binary Rating Estimation with Graph Side Information. UZH at CoNLL–S …
Paper Group NANR 257

Paper Group NANR 257

October 15, 2019

Dialogue Structure Annotation for Multi-Floor Interaction. Improving Color Reproduction Accuracy on Cameras. Transferable Adversarial Perturbations. Modelling Salient Features as Directions in Fine-Tuned Semantic Spaces. WaveNet 聲碼器及其於語音轉換之應用 (WaveNet Vocoder and its Applications in Voice Conversion) [In Chinese]. Erase or Fill? Deep Joint Recurren …
Paper Group NANR 258

Paper Group NANR 258

October 15, 2019

Annotating Educational Questions for Student Response Analysis. Efficient Computation of Implicational Universals in Constraint-Based Phonology Through the Hyperplane Separation Theorem. Target-Sensitive Memory Networks for Aspect Sentiment Classification. Assessing Quality Estimation Models for Sentence-Level Prediction. Spatio-temporal Transforme …
Paper Group NANR 259

Paper Group NANR 259

October 15, 2019

Learning to Act in Decentralized Partially Observable MDPs. Enhancing Modern Supervised Word Sense Disambiguation Models by Semantic Lexical Resources. Efficient Dense Point Cloud Object Reconstruction using Deformation Vector Fields. Sentence Suggestion of Japanese Functional Expressions for Chinese-speaking Learners. Enabling Efficient Verifiable …
Paper Group NANR 260

Paper Group NANR 260

October 15, 2019

SPADE: Evaluation Dataset for Monolingual Phrase Alignment. Sound Abstraction and Decomposition of Probabilistic Programs. PAC-Bayes Tree: weighted subtrees with guarantees. MIsA: Multilingual ``IsA’’ Extraction from Corpora. Revealing Common Statistical Behaviors in Heterogeneous Populations. Normalized Blind Deconvolution. What you can cram into …
Paper Group NANR 261

Paper Group NANR 261

October 15, 2019

Disconnected Recurrent Neural Networks for Text Categorization. ELISA-EDL: A Cross-lingual Entity Extraction, Linking and Localization System. SemEval 2018 Task 4: Character Identification on Multiparty Dialogues. JFCKB: Japanese Feature Change Knowledge Base. Scalable Exemplar-based Subspace Clustering on Class-Imbalanced Data. Analysing Finnish w …
Paper Group NANR 262

Paper Group NANR 262

October 15, 2019

Exploiting Attention to Reveal Shortcomings in Memory Models. Mancs: A Multi-task Attentional Network with Curriculum Sampling for Person Re-identification. `Indicatements’ that character language models learn English morpho-syntactic units and regularities. Sequence-to-Segment Networks for Segment Detection. Evaluation of generative networks throu …
Paper Group NANR 263

Paper Group NANR 263

October 15, 2019

Characterizing and Learning Equivalence Classes of Causal DAGs under Interventions. Supervised Clustering of Questions into Intents for Dialog System Applications. Cross-Lingual Learning-to-Rank with Shared Representations. Subword-level Composition Functions for Learning Word Embeddings. An Adversarial Approach to Hard Triplet Generation. A FrameN …
Paper Group NANR 264

Paper Group NANR 264

October 15, 2019

Filtering Aggression from the Multilingual Social Media Feed. A Nontrivial Sentence Corpus for the Task of Sentence Readability Assessment in Portuguese. Modeling Trolling in Social Media Conversations. Abstractive Text-Image Summarization Using Multi-Modal Attentional Hierarchical RNN. Temporal Poisson Square Root Graphical Models. `Lighter’ Can S …
Paper Group NANR 265

Paper Group NANR 265

October 15, 2019

Translating a Language You Don’t Know In the Chinese Room. Commonsense Justification for Action Explanation. Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics: Tutorial Abstracts. Domain Adaptation for Disease Phrase Matching with Adversarial Networks. AANN: Absolute Artificial Neural Network. Utilizing Graph M …
Paper Group NANR 266

Paper Group NANR 266

October 15, 2019

State Abstractions for Lifelong Reinforcement Learning. Learning to select examples for program synthesis. Learning non-linear transform with discriminative and minimum information loss priors. Corpus Phonetics: Past, Present, and Future. Visualization of the occurrence trend of infectious diseases using Twitter. Trust Your Model: Light Field Depth …
Paper Group NANR 267

Paper Group NANR 267

October 15, 2019

SemEval-2018 Task 5: Counting Events and Participants in the Long Tail. A High-Quality Denoising Dataset for Smartphone Cameras. Easy Identification From Better Constraints: Multi-Shot Person Re-Identification From Reference Constraints. Proceedings of The 12th International Workshop on Semantic Evaluation. SemEval 2018 Task 2: Multilingual Emoji P …
Paper Group NANR 268

Paper Group NANR 268

October 15, 2019

Phone Merging For Code-Switched Speech Recognition. KDE-AFFECT at SemEval-2018 Task 1: Estimation of Affects in Tweet by Using Convolutional Neural Network for n-gram. RNN for Affects at SemEval-2018 Task 1: Formulating Affect Identification as a Binary Classification Problem. Predicting Multiple Actions for Stochastic Continuous Control. An Ensemb …
Paper Group NANR 269

Paper Group NANR 269

October 15, 2019

RIDDL at SemEval-2018 Task 1: Rage Intensity Detection with Deep Learning. CNNs as Inverse Problem Solvers and Double Network Superresolution. psyML at SemEval-2018 Task 1: Transfer Learning for Sentiment and Emotion Analysis. UIUC at SemEval-2018 Task 1: Recognizing Affect with Ensemble Models. Stroke lesion detection using convolutional neural ne …
Paper Group NANR 270

Paper Group NANR 270

October 15, 2019

Egocentric Activity Prediction via Event Modulated Attention. Element-wise Bilinear Interaction for Sentence Matching. IronyMagnet at SemEval-2018 Task 3: A Siamese network for Irony detection in Social media. Teanga: A Linked Data based platform for Natural Language Processing. A Danish FrameNet Lexicon and an Annotated Corpus Used for Training an …