Named Entity Recognition

Paper Group ANR 1137

January 27, 2020

Porous Lattice-based Transformer Encoder for Chinese NER. Hierarchical Reinforcement Learning for Multi-agent MOBA Game. Evaluation Metrics for Item Recommendation under Sampling. Neural Chinese Named Entity Recognition via CNN-LSTM-CRF and Joint Training with Word Segmentation. Journal Name Extraction from Japanese Scientific News Articles. Occlus …

Paper Group ANR 1185

January 27, 2020

Testing Scenario Library Generation for Connected and Automated Vehicles, Part II: Case Studies. Multiview-Consistent Semi-Supervised Learning for 3D Human Pose Estimation. Real-time Memory Efficient Large-pose Face Alignment via Deep Evolutionary Network. Financial series prediction using Attention LSTM. Robust Data-driven Profile-based Pricing Sc …

Paper Group ANR 1188

January 27, 2020

Tracking system of Mine Patrol Robot for Low Illumination Environment. Robust Pose Invariant Shape and Texture based Hand Recognition. Dialogue Design and Management for Multi-Session Casual Conversation with Older Adults. Constrained deep neural network architecture search for IoT devices accounting hardware calibration. Recreation of the Periodic …

Paper Group ANR 1193

January 27, 2020

$\mathcal{G}$-softmax: Improving Intra-class Compactness and Inter-class Separability of Features. Adaptive Segmentation of Knee Radiographs for Selecting the Optimal ROI in Texture Analysis. Response of Selective Attention in Middle Temporal Area. Learning Numeral Embeddings. Weighted Mean Curvature. Augmented Utilitarianism for AGI Safety. An Eff …

Paper Group ANR 1241

January 27, 2020

Grounded Agreement Games: Emphasizing Conversational Grounding in Visual Dialogue Settings. Real-world Conversational AI for Hotel Bookings. Extract and Edit: An Alternative to Back-Translation for Unsupervised Neural Machine Translation. A Complete Classification of the Complexity and Rewritability of Ontology-Mediated Queries based on the Descrip …

Paper Group ANR 1272

January 27, 2020

Observing LOD using Equivalent Set Graphs: it is mostly flat and sparsely linked. Multi-Objective Evolutionary Algorithms platform with support for flexible hybridization tools. Measuring Belief and Risk Attitude. Evaluating robustness of language models for chief complaint extraction from patient-generated text. Safe and Near-Optimal Policy Learni …

Paper Group ANR 1283

January 27, 2020

An Efficient Intelligent System for the Classification of Electroencephalography (EEG) Brain Signals using Nuclear Features for Human Cognitive Tasks. McDiarmid-Type Inequalities for Graph-Dependent Variables and Stability Bounds. A Full-Image Full-Resolution End-to-End-Trainable CNN Framework for Image Forgery Detection. Lower Dimensional Kernels …

Paper Group ANR 1284

January 27, 2020

Matrix and tensor decompositions for training binary neural networks. Information Robust Dirichlet Networks for Predictive Uncertainty Estimation. Video-Driven Speech Reconstruction using Generative Adversarial Networks. Generating Information Extraction Patterns from Overlapping and Variable Length Annotations using Sequence Alignment. Recursive V …

Paper Group ANR 1323

January 27, 2020

Aesthetics of Neural Network Art. Road-network-based Rapid Geolocalization. Convolutional Neural Networks for Speech Controlled Prosthetic Hands. Generalisation in fully-connected neural networks for time series forecasting. General Method for Prime-point Cyclic Convolution over the Real Field. Automated Model Selection with Bayesian Quadrature. Ca …

Paper Group ANR 1354

January 26, 2020

Generating Diverse and Informative Natural Language Fashion Feedback. Convolutional Feature Extraction and Neural Arithmetic Logic Units for Stock Prediction. The Collective Advantage for Advancing Communications and Intelligence. On Universal Approximation by Neural Networks with Uniform Guarantees on Approximation of Infinite Dimensional Maps. A …

Paper Group ANR 1384

January 26, 2020

SMIX($λ$): Enhancing Centralized Value Functions for Cooperative Multi-Agent Reinforcement Learning. Neural Network-based Equalizer by Utilizing Coding Gain in Advance. Capturing Evolution Genes for Time Series Data. Medical Concept Representation Learning from Claims Data and Application to Health Plan Payment Risk Adjustment. Inference of a Multi …

Paper Group ANR 1415

January 26, 2020

A Study of BERT for Non-Factoid Question-Answering under Passage Length Constraints. Multi-modal Discriminative Model for Vision-and-Language Navigation. Mean-field inference methods for neural networks. AuxNet: Auxiliary tasks enhanced Semantic Segmentation for Automated Driving. Multi-hop Question Answering via Reasoning Chains. Diachronic Topics …

Paper Group ANR 1434

January 26, 2020

A multiscale Laplacian of Gaussian (LoG) filtering approach to pulmonary nodule detection from whole-lung CT scans. Transition-Based Deep Input Linearization. Neural Aspect and Opinion Term Extraction with Mined Rules as Weak Supervision. Interactive Language Learning by Question Answering. City-level Geolocation of Tweets for Real-time Visual Anal …

Paper Group ANR 1460

January 26, 2020

Modeling Interpersonal Linguistic Coordination in Conversations using Word Mover’s Distance. HRL4IN: Hierarchical Reinforcement Learning for Interactive Navigation with Mobile Manipulators. MSTDP: A More Biologically Plausible Learning. VecHGrad for Solving Accurately Complex Tensor Decomposition. Adversarial Defense Via Local Flatness Regularizati …

Paper Group ANR 1465

January 26, 2020

OASIS: One-pass aligned Atlas Set for Image Segmentation. Scene recognition based on DNN and game theory with its applications in human-robot interaction. Comparing Greedy Constructive Heuristic Subtour Elimination Methods for the Traveling Salesman Problem. Adaptive and Compressive Beamforming Using Deep Learning for Medical Ultrasound. A Comparat …

Paper Group ANR 1516

January 26, 2020

Contextual Bandits with Random Projection. Extending Signature-based Intrusion Detection Systems WithBayesian Abductive Reasoning. Grid Anchor based Image Cropping: A New Benchmark and An Efficient Model. Syntax-aware Neural Semantic Role Labeling with Supertags. Training Neural Machine Translation (NMT) Models using Tensor Train Decomposition on T …

Paper Group ANR 1526

January 26, 2020

Non-intrusive Load Monitoring via Multi-label Sparse Representation based Classification. Correlation Coefficients and Semantic Textual Similarity. DPPNet: Approximating Determinantal Point Processes with Deep Networks. ScienceExamCER: A High-Density Fine-Grained Science-Domain Corpus for Common Entity Recognition. DeepSFM: Structure From Motion Vi …

Paper Group ANR 1546

January 26, 2020

Graph-Based Reasoning over Heterogeneous External Knowledge for Commonsense Question Answering. Disease Identification From Unstructured User Input. Designing over uncertain outcomes with stochastic sampling Bayesian optimization. Modeling and Optimization of Human-machine Interaction Processes via the Maximum Entropy Principle. TUNet: Incorporatin …

Paper Group ANR 1554

January 26, 2020

NarrativeTime: Dense High-Speed Temporal Annotation on a Timeline. Enhancing Neural Sequence Labeling with Position-Aware Self-Attention. Generative Dialog Policy for Task-oriented Dialog Systems. Unsupervised shape and motion analysis of 3822 cardiac 4D MRIs of UK Biobank. Stochastic learning control of inhomogeneous quantum ensembles. Load Balanc …

Paper Group ANR 1555

January 26, 2020

No Adjective Ordering Mystery, and No Raven Paradox, Just an Ontological Mishap. Can SGD Learn Recurrent Neural Networks with Provable Generalization?. Finding new routes for integrating Multi-Agent Systems using Apache Camel. Predicting Behavior in Cancer-Afflicted Patient and Spouse Interactions using Speech and Language. Cloze-driven Pretraining …

Paper Group ANR 1582

January 26, 2020

Guaranteed Validity for Empirical Approaches to Adaptive Data Analysis. NASA: Neural Articulated Shape Approximation. Deep Reinforcement Learning Based Dynamic Trajectory Control for UAV-assisted Mobile Edge Computing. Predicting dynamical system evolution with residual neural networks. Android Malware Detection Using Autoencoder. Gender Prediction …

Paper Group ANR 1661

January 25, 2020

Triplet-Aware Scene Graph Embeddings. Machine Learning at Microsoft with ML .NET. Efficient Data Analytics on Augmented Similarity Triplets. Learning Sparse Mixture of Experts for Visual Question Answering. Decoupled Box Proposal and Featurization with Ultrafine-Grained Semantic Labels Improve Image Captioning and Visual Question Answering. A Multi …

Paper Group ANR 1679

January 25, 2020

Deep Reasoning with Multi-Scale Context for Salient Object Detection. Mixed Precision DNNs: All you need is a good parametrization. Neural network gradient-based learning of black-box function interfaces. Attentive CT Lesion Detection Using Deep Pyramid Inference with Multi-Scale Booster. Salient Object Detection with Lossless Feature Reflection an …

Paper Group ANR 1689

January 25, 2020

Knowledge-Induced Learning with Adaptive Sampling Variational Autoencoders for Open Set Fault Diagnostics. Kernel-Based Ensemble Learning in Python. Combining Q&A Pair Quality and Question Relevance Features on Community-based Question Retrieval. Computation Reallocation for Object Detection. Deep Learning for Automated Classification and Character …

Paper Group ANR 1697

January 25, 2020

Finding Rats in Cats: Detecting Stealthy Attacks using Group Anomaly Detection. An adaptive stigmergy-based system for evaluating technological indicator dynamics in the context of smart specialization. Scanning Probe State Recognition With Multi-Class Neural Network Ensembles. Dimensionality Reduction of Complex Metastable Systems via Kernel Embed …

Paper Group ANR 1703

January 25, 2020

hauWE: Hausa Words Embedding for Natural Language Processing. Bag of Color Features For Color Constancy. Curve Text Detection with Local Segmentation Network and Curve Connection. Two-Hop Walks Indicate PageRank Order. Data Augmentation for Skin Lesion using Self-Attention based Progressive Generative Adversarial Network. Collaborative Interactive …

Paper Group ANR 1708

January 25, 2020

Meta-Learning for Contextual Bandit Exploration. CUNI System for the Building Educational Applications 2019 Shared Task: Grammatical Error Correction. A Comparison of Architectures and Pretraining Methods for Contextualized Multilingual Word Embeddings. Heterogeneous causal effects with imperfect compliance: a novel Bayesian machine learning approa …

Paper Group ANR 1709

January 25, 2020

Performance Analysis and Characterization of Training Deep Learning Models on Mobile Devices. Streaming Quantiles Algorithms with Small Space and Update Time. Fast Record Linkage for Company Entities. Toward Fairness in AI for People with Disabilities: A Research Roadmap. Model-Based Reinforcement Learning for Atari. Revisiting the probabilistic me …