Language Modelling

Paper Group ANR 652

Paper Group ANR 652

July 27, 2019

Relating Input Concepts to Convolutional Neural Network Decisions. Fine-graind Image Classification via Combining Vision and Language. Context Aware Document Embedding. Facial 3D Model Registration Under Occlusions With SensiblePoints-based Reinforced Hypothesis Refinement. Adversarial Discriminative Heterogeneous Face Recognition. Attention-Aware …
Paper Group ANR 660

Paper Group ANR 660

July 27, 2019

Robust Task Clustering for Deep Many-Task Learning. Emergent Translation in Multi-Agent Communication. Can GAN Learn Topological Features of a Graph?. ACtuAL: Actor-Critic Under Adversarial Learning. Prediction Scores as a Window into Classifier Behavior. Dynamic Safe Interruptibility for Decentralized Multi-Agent Reinforcement Learning. I2T2I: Lea …
Paper Group ANR 670

Paper Group ANR 670

July 27, 2019

μ-MAR: Multiplane 3D Marker based Registration for Depth-sensing Cameras. A Perceptual Measure for Deep Single Image Camera Calibration. Weakly-Supervised Spatial Context Networks. Decision Trees for Helpdesk Advisor Graphs. Learning to Mix n-Step Returns: Generalizing lambda-Returns for Deep Reinforcement Learning. Deep Region Hashing for Efficien …
Paper Group ANR 679

Paper Group ANR 679

July 27, 2019

Making 360$^{\circ}$ Video Watchable in 2D: Learning Videography for Click Free Viewing. On the Interplay between Strong Regularity and Graph Densification. A Nonlinear Orthogonal Non-Negative Matrix Factorization Approach to Subspace Clustering. Compressed Sensing MRI Reconstruction using a Generative Adversarial Network with a Cyclic Loss. Unders …
Paper Group ANR 685

Paper Group ANR 685

July 27, 2019

Use of Knowledge Graph in Rescoring the N-Best List in Automatic Speech Recognition. Using Graphs of Classifiers to Impose Declarative Constraints on Semi-supervised Learning. Automatic Classification of the Complexity of Nonfiction Texts in Portuguese for Early School Years. Pain-Free Random Differential Privacy with Sensitivity Sampling. Null Dyn …
Paper Group ANR 691

Paper Group ANR 691

July 27, 2019

To Learn or Not to Learn Features for Deformable Registration?. Improving Text Normalization by Optimizing Nearest Neighbor Matching. DAG-based Long Short-Term Memory for Neural Word Segmentation. Supervised Classification: Quite a Brief Overview. A Frame Tracking Model for Memory-Enhanced Dialogue Systems. A hierarchical loss and its problems when …
Paper Group ANR 694

Paper Group ANR 694

July 27, 2019

A Model-based Projection Technique for Segmenting Customers. Human Perception of Performance. Robust Budget Allocation via Continuous Submodular Functions. MARGIN: Uncovering Deep Neural Networks using Graph Signal Analysis. Privacy-Preserving Deep Inference for Rich User Data on The Cloud. End-to-End Learning for Structured Prediction Energy Netwo …
Paper Group ANR 710

Paper Group ANR 710

July 27, 2019

Predicting Remaining Useful Life using Time Series Embeddings based on Recurrent Neural Networks. Path Planning with Kinematic Constraints for Robot Groups. Deep Sparse Coding Using Optimized Linear Expansion of Thresholds. A multiobjective deep learning approach for predictive classification in Neuroblastoma. Learning the structure of Bayesian Net …
Paper Group ANR 737

Paper Group ANR 737

July 27, 2019

A projection pursuit framework for testing general high-dimensional hypothesis. Attention-Based End-to-End Speech Recognition on Voice Search. ResumeVis: A Visual Analytics System to Discover Semantic Information in Semi-structured Resume Data. An Exploration of Neural Sequence-to-Sequence Architectures for Automatic Post-Editing. Robust features f …
Paper Group ANR 743

Paper Group ANR 743

July 27, 2019

Cross-Lingual Induction and Transfer of Verb Classes Based on Word Vector Space Specialisation. The cognitive roots of regularization in language. Generalized Linear Model Regression under Distance-to-set Penalties. ArbiText: Arbitrary-Oriented Text Detection in Unconstrained Scene. Semi-Supervised Generation with Cluster-aware Generative Models. U …
Paper Group ANR 752

Paper Group ANR 752

July 27, 2019

Communication-Optimal Distributed Clustering. Query expansion techniques for information retrieval: A survey. Goal-Driven Dynamics Learning via Bayesian Optimization. Deep Triphone Embedding Improves Phoneme Recognition. Ideological Sublations: Resolution of Dialectic in Population-based Optimization. Saliency-based Sequential Image Attention with …
Paper Group ANR 755

Paper Group ANR 755

July 26, 2019

Bayesian System Identification based on Hierarchical Sparse Bayesian Learning and Gibbs Sampling with Application to Structural Damage Assessment. Representation Learning for Scale-free Networks. OBJ2TEXT: Generating Visually Descriptive Language from Object Layouts. Foreign-language Reviews: Help or Hindrance?. Modeling Musical Context with Word2v …
Paper Group ANR 760

Paper Group ANR 760

July 26, 2019

A Comparison of Reinforcement Learning Techniques for Fuzzy Cloud Auto-Scaling. Towards Proving the Adversarial Robustness of Deep Neural Networks. Combining Representation Learning with Logic for Language Processing. Controlling Physical Attributes in GAN-Accelerated Simulation of Electromagnetic Calorimeters. An ELU Network with Total Variation f …
Paper Group ANR 769

Paper Group ANR 769

July 26, 2019

A Vision System for Multi-View Face Recognition. HPX Smart Executors. Transfer Deep Learning for Low-Resource Chinese Word Segmentation with a Novel Neural Network. Union of Intersections (UoI) for Interpretable Data Driven Discovery and Prediction. AirDraw: Leveraging Smart Watch Motion Sensors for Mobile Human Computer Interactions. Human-in-the- …
Paper Group ANR 770

Paper Group ANR 770

July 26, 2019

Subword and Crossword Units for CTC Acoustic Models. Recursive Multikernel Filters Exploiting Nonlinear Temporal Structure. Riemannian Optimization via Frank-Wolfe Methods. Non-line-of-sight Imaging with Partial Occluders and Surface Normals. Structure Regularized Bidirectional Recurrent Convolutional Neural Network for Relation Classification. RCA …
Paper Group ANR 771

Paper Group ANR 771

July 26, 2019

Propensity score prediction for electronic healthcare databases using Super Learner and High-dimensional Propensity Score Methods. On the Consistency of Graph-based Bayesian Learning and the Scalability of Sampling Algorithms. Actively Learning what makes a Discrete Sequence Valid. Vision-based Detection of Acoustic Timed Events: a Case Study on Cl …
Paper Group ANR 775

Paper Group ANR 775

July 26, 2019

Convex-constrained Sparse Additive Modeling and Its Extensions. A Feature Embedding Strategy for High-level CNN representations from Multiple ConvNets. Meta-QSAR: a large-scale application of meta-learning to drug design and discovery. Detection and Localization of Image Forgeries using Resampling Features and Deep Learning. BranchConnect: Large-Sc …
Paper Group ANR 778

Paper Group ANR 778

July 26, 2019

Learning like humans with Deep Symbolic Networks. Standard detectors aren’t (currently) fooled by physical adversarial stop signs. Non-Projective Dependency Parsing with Non-Local Transitions. Submodular Trajectory Optimization for Aerial 3D Scanning. An Unsupervised Approach for Overlapping Cervical Cell Cytoplasm Segmentation. A Semi-Supervised A …
Paper Group ANR 783

Paper Group ANR 783

July 26, 2019

Deep Reinforcement Learning Attention Selection for Person Re-Identification. A unified view of entropy-regularized Markov decision processes. Context Based Visual Content Verification. Morph-fitting: Fine-Tuning Word Vector Spaces with Simple Language-Specific Rules. Residual Conv-Deconv Grid Network for Semantic Segmentation. A Localisation-Segme …
Paper Group NANR 1

Paper Group NANR 1

July 26, 2019

Noise-Tolerant Interactive Learning Using Pairwise Comparisons. HHU at SemEval-2017 Task 2: Fast Hash-Based Embeddings for Semantic Word Similarity Assessment. Proceedings of ACL 2017, Student Research Workshop. Limitations on Variance-Reduction and Acceleration Schemes for Finite Sums Optimization. Wild Devs’ at SemEval-2017 Task 2: Using Neural N …
Paper Group NANR 10

Paper Group NANR 10

July 26, 2019

Hierarchical Word Structure-based Parsing: A Feasibility Study on UD-style Dependency Parsing in Japanese. #ActuallyDepressed: Characterization of Depressed Tumblr Users’ Online Behavior from Rules Generation Machine Learning Technique. Annotation of Clinical Narratives in Bulgarian language. A Unified Framework for Structured Prediction: From The …
Paper Group NANR 101

Paper Group NANR 101

July 26, 2019

Feature Hashing for Language and Dialect Identification. Truth of Varying Shades: Analyzing Language in Fake News and Political Fact-Checking. Developing a Suite of Mobile Applications for Collaborative Language Documentation. Identifying Humor in Reviews using Background Text Sources. Extensible Hierarchical Method of Detecting Interactive Actions …
Paper Group NANR 102

Paper Group NANR 102

July 26, 2019

Predictor-Estimator using Multilevel Task Learning with Stack Propagation for Neural Quality Estimation. Arabic POS Tagging: Don’t Abandon Feature Engineering Just Yet. Word vectors, reuse, and replicability: Towards a community repository of large-text resources. Using English Dictionaries to generate Commonsense Knowledge in Natural Language. A c …
Paper Group NANR 105

Paper Group NANR 105

July 26, 2019

Detect Rumors in Microblog Posts Using Propagation Structure via Kernel Learning. Distributed Representation, LDA Topic Modelling and Deep Learning for Emerging Named Entity Recognition from Social Media. Beyond Binary Labels: Political Ideology Prediction of Twitter Users. Analysing Market Sentiments: Utilising Deep Learning to Exploit Relationshi …
Paper Group NANR 108

Paper Group NANR 108

July 26, 2019

Byte-based Neural Machine Translation. Vector space models for evaluating semantic fluency in autism. Learning from Parenthetical Sentences for Term Translation in Machine Translation. Estimating High-dimensional Non-Gaussian Multiple Index Models via Stein’s Lemma. Exploratory Analysis for Ontology Learning from Social Events on Social Media Strea …
Paper Group NANR 113

Paper Group NANR 113

July 26, 2019

SemTagger: A Novel Approach for Semantic Similarity Based Hashtag Recommendation on Twitter. Tutorial for Deaf – Teaching Punjabi Alphabet using Synthetic Animations. Relationship Extraction based on Category of Medical Concepts from Lexical Contexts. Malayalam VerbFrames. ``A pessimist sees the difficulty in every opportunity; an optimist sees th …
Paper Group NANR 117

Paper Group NANR 117

July 26, 2019

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 …
Paper Group NANR 119

Paper Group NANR 119

July 26, 2019

On orthogonality and learning RNNs with long term dependencies. Proceedings of the 2nd Workshop on the Use of Computational Methods in the Study of Endangered Languages. Document retrieval and question answering in medical documents. A large-scale corpus challenge.. Rule-based Machine translation from English to Finnish. EUDAMU at SemEval-2017 Task …