Task-Oriented Dialogue Systems

Paper Group AWR 14

February 2, 2020

Direction Concentration Learning: Enhancing Congruency in Machine Learning. Semantically Conditioned Dialog Response Generation via Hierarchical Disentangled Self-Attention. Lightweight and Robust Representation of Economic Scales from Satellite Imagery. Mining Unfollow Behavior in Large-Scale Online Social Networks via Spatial-Temporal Interaction …

Paper Group AWR 51

February 2, 2020

Bayesian estimation of the latent dimension and communities in stochastic blockmodels. Generating Accurate Pseudo-labels in Semi-Supervised Learning and Avoiding Overconfident Predictions via Hermite Polynomial Activations. Delving into Robust Object Detection from Unmanned Aerial Vehicles: A Deep Nuisance Disentanglement Approach. RRPN: Radar Regi …

Paper Group AWR 64

February 2, 2020

Detecting Overfitting of Deep Generative Networks via Latent Recovery. Training Neural Response Selection for Task-Oriented Dialogue Systems. Interpreting and improving natural-language processing (in machines) with natural language-processing (in the brain). Scalable Gaussian Process Regression for Kernels with a Non-Stationary Phase. Planted Hitt …

Paper Group AWR 296

February 1, 2020

BERT4Rec: Sequential Recommendation with Bidirectional Encoder Representations from Transformer. Levenshtein Transformer. Localization, Detection and Tracking of Multiple Moving Sound Sources with a Convolutional Recurrent Neural Network. Online Adaptive Principal Component Analysis and Its extensions. Task-Oriented Language Grounding for Language …

Paper Group AWR 369

February 1, 2020

Phrase Grounding by Soft-Label Chain Conditional Random Field. A Novel Re-weighting Method for Connectionist Temporal Classification. A Hybrid Neural Network Model for Commonsense Reasoning. Knowledge Graph Embedding for Ecotoxicological Effect Prediction. Measurements of Three-Level Hierarchical Structure in the Outliers in the Spectrum of Deepnet …

Paper Group ANR 104

January 31, 2020

A Simulation Study of Social-Networking-Driven Smart Recommendations for Internet of Vehicles. AED: An Anytime Evolutionary DCOP Algorithm. Featuring the topology with the unsupervised machine learning. Concentration of risk measures: A Wasserstein distance approach. Probabilistic symmetry and invariant neural networks. PolyResponse: A Rank-based A …

Paper Group ANR 116

January 31, 2020

Stabilized SVRG: Simple Variance Reduction for Nonconvex Optimization. Conditioned Query Generation for Task-Oriented Dialogue Systems. Low-resource Deep Entity Resolution with Transfer and Active Learning. NCLS: Neural Cross-Lingual Summarization. Revisit Lmser and its further development based on convolutional layers. Mixout: Effective Regulariza …

Paper Group ANR 129

January 31, 2020

Distributed Deep Learning Strategies For Automatic Speech Recognition. MMTM: Multimodal Transfer Module for CNN Fusion. A3GAN: An Attribute-aware Attentive Generative Adversarial Network for Face Aging. Leveraging External Knowledge for Out-Of-Vocabulary Entity Labeling. BUOCA: Budget-Optimized Crowd Worker Allocation. Copy-Enhanced Heterogeneous I …

Paper Group ANR 132

January 31, 2020

Symbiotic Graph Neural Networks for 3D Skeleton-based Human Action Recognition and Motion Prediction. Mitigating the Hubness Problem for Zero-Shot Learning of 3D Objects. Learning Spatiotemporal Features of Ride-sourcing Services with Fusion Convolutional Network. Learned Quality Enhancement via Multi-Frame Priors for HEVC Compliant Low-Delay Appli …

Paper Group ANR 163

January 31, 2020

Proceedings of the 4th Workshop on Formal Reasoning about Causation, Responsibility, and Explanations in Science and Technology. Fast Neural Network Verification via Shadow Prices. Face Recognition System. Component Mismatches Are a Critical Bottleneck to Fielding AI-Enabled Systems in the Public Sector. Adversarial Examples for Electrocardiograms. …

Paper Group AWR 446

January 31, 2020

Cap2Det: Learning to Amplify Weak Caption Supervision for Object Detection. DCSO: Dynamic Combination of Detector Scores for Outlier Ensembles. Retrospective and Prospective Mixture-of-Generators for Task-oriented Dialogue Response Generation. Trident Segmentation CNN: A Spatiotemporal Transformation CNN for Punctate White Matter Lesions Segmentati …

Paper Group ANR 343

January 30, 2020

High Frequency Component Helps Explain the Generalization of Convolutional Neural Networks. Hierarchic Neighbors Embedding. Modeling the Biological Pathology Continuum with HSIC-regularized Wasserstein Auto-encoders. Incremental Learning from Scratch for Task-Oriented Dialogue Systems. Scalable and Order-robust Continual Learning with Additive Para …

Paper Group ANR 348

January 30, 2020

In Search for Linear Relations in Sentence Embedding Spaces. Mining User Behaviour from Smartphone data: a literature review. Active Adversarial Evader Tracking with a Probabilistic Pursuer under the Pursuit-Evasion Game Framework. On the Multiple Descent of Minimum-Norm Interpolants and Restricted Lower Isometry of Kernels. Properties and Extensio …

Paper Group ANR 655

January 29, 2020

Multimodal Emotion Recognition Using Deep Canonical Correlation Analysis. Self-Supervised Learning by Cross-Modal Audio-Video Clustering. ACES – Automatic Configuration of Energy Harvesting Sensors with Reinforcement Learning. What Clinicians Want: Contextualizing Explainable Machine Learning for Clinical End Use. Eliciting and Enforcing Subjectiv …

Paper Group ANR 676

January 29, 2020

Context-aware Deep Model for Entity Recommendation in Search Engine at Alibaba. Low-Memory Neural Network Training: A Technical Report. GRAPHENE: A Precise Biomedical Literature Retrieval Engine with Graph Augmented Deep Learning and External Knowledge Empowerment. VolMap: A Real-time Model for Semantic Segmentation of a LiDAR surrounding view. Imp …

Paper Group ANR 786

January 28, 2020

Replacing the do-calculus with Bayes rule. Joint group and residual sparse coding for image compressive sensing. Design Space Exploration of Hardware Spiking Neurons for Embedded Artificial Intelligence. Multi-Resolution Weak Supervision for Sequential Data. Galaxy classification: A machine learning analysis of GAMA catalogue data. STEERAGE: Synthe …

Paper Group ANR 837

January 28, 2020

Semi-Implicit Stochastic Recurrent Neural Networks. Towards Universal Dialogue Act Tagging for Task-Oriented Dialogues. Predict Globally, Correct Locally: Parallel-in-Time Optimal Control of Neural Networks. Large-scale Multi-modal Person Identification in Real Unconstrained Environments. Learning Conserved Networks from Flows. Transfer learning fo …

Paper Group ANR 838

January 28, 2020

Accuracy of the Epic Sepsis Prediction Model in a Regional Health System. Radar-only ego-motion estimation in difficult settings via graph matching. Performance Analysis of Deep Autoencoder and NCA Dimensionality Reduction Techniques with KNN, ENN and SVM Classifiers. Budgeted Policy Learning for Task-Oriented Dialogue Systems. Face shape classific …

Paper Group ANR 1181

January 27, 2020

Rank Aggregation via Heterogeneous Thurstone Preference Models. 3D Rigid Motion Segmentation with Mixed and Unknown Number of Models. Learning to estimate label uncertainty for automatic radiology report parsing. Learning from a Teacher using Unlabeled Data. Video Stitching for Linear Camera Arrays. Information in Infinite Ensembles of Infinitely-W …

Paper Group ANR 1184

January 27, 2020

Evaluating MAP-Elites on Constrained Optimization Problems. Efficient Semi-Supervised Learning for Natural Language Understanding by Optimizing Diversity. An Online Evolving Framework for Modeling the Safe Autonomous Vehicle Control System via Online Recognition of Latent Risks. Automated Rib Fracture Detection of Postmortem Computed Tomography Ima …

Paper Group ANR 1481

January 26, 2020

Deep Short Text Classification with Knowledge Powered Attention. Optimal Decision Trees for the Algorithm Selection Problem: Integer Programming Based Approaches. Making Learners (More) Monotone. Non-autoregressive Transformer by Position Learning. Zero-Shot Paraphrase Generation with Multilingual Language Models. 3D Cardiac Shape Prediction with D …

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 1625

January 25, 2020

Large scale representation learning from triplet comparisons. High Sensitivity Snapshot Spectrometer Based on Deep Network Unmixing. Trading via Image Classification. Clone Swarms: Learning to Predict and Control Multi-Robot Systems by Imitation. Learning Interpretable Shapelets for Time Series Classification through Adversarial Regularization. Mul …

Paper Group ANR 1687

January 25, 2020

A Framework for Building Closed-Domain Chat Dialogue Systems. A Bulirsch-Stoer algorithm using Gaussian processes. Object detection on aerial imagery using CenterNet. Robust Synthesis of Adversarial Visual Examples Using a Deep Image Prior. Facial Micro-Expression Spotting and Recognition using Time Contrasted Feature with Visual Memory. Interval t …

Paper Group NANR 31

January 25, 2020

Adaptive GNN for Image Analysis and Editing. Leveraging Non-Conversational Tasks for Low Resource Slot Filling: Does it help?. Multi-Task Learning of System Dialogue Act Selection for Supervised Pretraining of Goal-Oriented Dialogue Policies. Text-Based Joint Prediction of Numeric and Categorical Attributes of Entities in Knowledge Bases. Atlas of …

Paper Group NANR 119

January 24, 2020

YUN-HPCC at SemEval-2019 Task 3: Multi-Step Ensemble Neural Network for Sentiment Analysis in Textual Conversation. Reliable Uncertainty Estimates in Deep Neural Networks using Noise Contrastive Priors. Automated Cross-language Intelligibility Analysis of Parkinson’s Disease Patients Using Speech Recognition Technologies. A Little Linguistics Goes …

Paper Group NANR 229

January 24, 2020

Face Anti-Spoofing: Model Matters, so Does Data. Hello, It’s GPT-2 - How Can I Help You? Towards the Use of Pretrained Language Models for Task-Oriented Dialogue Systems. Implicit Surface Representations As Layers in Neural Networks. Lexical Representation & Retrieval on Monolingual Interpretative text production. An Algorithm to Learn Polytree Ne …