Machine Reading Comprehension

Paper Group AWR 16

February 2, 2020

Learning Compressed Sentence Representations for On-Device Text Processing. SESS: Self-Ensembling Semi-Supervised 3D Object Detection. DeepPrivacy: A Generative Adversarial Network for Face Anonymization. Scale Match for Tiny Person Detection. Neural Arabic Question Answering. Leveraging BERT for Extractive Text Summarization on Lectures. VizSeq: A …

Paper Group AWR 45

February 2, 2020

SelFlow: Self-Supervised Learning of Optical Flow. RUBi: Reducing Unimodal Biases in Visual Question Answering. ActivityNet-QA: A Dataset for Understanding Complex Web Videos via Question Answering. Synthesis of Biologically Realistic Human Motion Using Joint Torque Actuation. Universal Boosting Variational Inference. SummAE: Zero-Shot Abstractive …

Paper Group AWR 71

February 2, 2020

On the consistency of supervised learning with missing values. Enhancing Domain Word Embedding via Latent Semantic Imputation. Checkmate: Breaking the Memory Wall with Optimal Tensor Rematerialization. BiPaR: A Bilingual Parallel Dataset for Multilingual and Cross-lingual Reading Comprehension on Novels. Visualizing Deep Similarity Networks. Actor- …

Paper Group AWR 162

February 1, 2020

DiffEqFlux.jl - A Julia Library for Neural Differential Equations. Equalized odds postprocessing under imperfect group information. Pre-Training with Whole Word Masking for Chinese BERT. Pan-tilt-zoom SLAM for Sports Videos. DenseNet Models for Tiny ImageNet Classification. Unsupervised Embedding Learning via Invariant and Spreading Instance Featur …

Paper Group AWR 186

February 1, 2020

CM-Net: A Novel Collaborative Memory Network for Spoken Language Understanding. Tensor Programs I: Wide Feedforward or Recurrent Neural Networks of Any Architecture are Gaussian Processes. Neural Reverse Engineering of Stripped Binaries. Face Manifold: Manifold Learning for Synthetic Face Generation. Electro-Magnetic Side-Channel Attack Through Lea …

Paper Group AWR 202

February 1, 2020

Hyper-Path-Based Representation Learning for Hyper-Networks. Advancing GraphSAGE with A Data-Driven Node Sampling. Point-to-Point Video Generation. Semi-Supervised Classification on Non-Sparse Graphs Using Low-Rank Graph Convolutional Networks. VideoFlow: A Conditional Flow-Based Model for Stochastic Video Generation. Handwritten Indic Character Re …

Paper Group AWR 287

February 1, 2020

Exploiting the Redundancy in Convolutional Filters for Parameter Reduction. Animal Detection in Man-made Environments. Evaluating Commonsense in Pre-trained Language Models. Collaborative Translational Metric Learning. A Bi-Directional Co-Design Approach to Enable Deep Learning on IoT Devices. Compressing Gradient Optimizers via Count-Sketches. Ass …

Paper Group AWR 298

February 1, 2020

A Simple Baseline for Bayesian Uncertainty in Deep Learning. Causal Reasoning from Meta-reinforcement Learning. Fair DARTS: Eliminating Unfair Advantages in Differentiable Architecture Search. A Global-Local Emebdding Module for Fashion Landmark Detection. Cross-Lingual Machine Reading Comprehension. A Comprehensive guide to Bayesian Convolutional …

Paper Group AWR 311

February 1, 2020

A Graph Theoretic Additive Approximation of Optimal Transport. Physics-Informed Neural Networks for Power Systems. Air Learning: An AI Research Platform for Algorithm-Hardware Benchmarking of Autonomous Aerial Robots. Mockingjay: Unsupervised Speech Representation Learning with Deep Bidirectional Transformer Encoders. Robust Conditional GAN from Un …

Paper Group AWR 315

February 1, 2020

Do ImageNet Classifiers Generalize to ImageNet?. Learning Guided Convolutional Network for Depth Completion. Unsupervised Depth Completion from Visual Inertial Odometry. A Comprehensive Exploration on WikiSQL with Table-Aware Word Contextualization. Progressive Feature Polishing Network for Salient Object Detection. CosRec: 2D Convolutional Neural …

Paper Group ANR 154

January 31, 2020

REVE: Regularizing Deep Learning with Variational Entropy Bound. Rule based Approach for Word Normalization by resolving Transcription Ambiguity in Transliterated Search Queries. Memory-Efficient Adaptive Optimization. Improving Semantic Parsing with Neural Generator-Reranker Architecture. How to Evaluate the Next System: Automatic Dialogue Evaluat …

Paper Group AWR 375

January 31, 2020

Unsupervised 3D End-to-End Medical Image Registration with Volume Tweening Network. HAKE: Human Activity Knowledge Engine. Missingness as Stability: Understanding the Structure of Missingness in Longitudinal EHR data and its Impact on Reinforcement Learning in Healthcare. EQuANt (Enhanced Question Answer Network). Utilizing BERT for Aspect-Based Se …

Paper Group AWR 388

January 31, 2020

On Single Source Robustness in Deep Fusion Models. Predicting materials properties without crystal structure: Deep representation learning from stoichiometry. Predicting Research Trends with Semantic and Neural Networks with an application in Quantum Physics. Understanding and Controlling Memory in Recurrent Neural Networks. Calculating Optimistic …

Paper Group ANR 206

January 30, 2020

Joint 3D Localization and Classification of Space Debris using a Multispectral Rotating Point Spread Function. How do infinite width bounded norm networks look in function space?. Overcoming the Rare Word Problem for Low-Resource Language Pairs in Neural Machine Translation. KerGM: Kernelized Graph Matching. Adversarial AutoAugment. Towards a regul …

Paper Group ANR 214

January 30, 2020

Federated Learning over Wireless Fading Channels. Towards the Enhancement of Body Standing Balance Recovery by Means of a Wireless Audio-Biofeedback System. Unsupervised Assignment Flow: Label Learning on Feature Manifolds by Spatially Regularized Geometric Assignment. DeepHuman: 3D Human Reconstruction from a Single Image. Multi-View Multi-Instanc …

Paper Group ANR 264

January 30, 2020

Polyp Detection and Segmentation using Mask R-CNN: Does a Deeper Feature Extractor CNN Always Perform Better?. EVO* 2019 – Late-Breaking Abstracts Volume. Adversarial Deep Learning in EEG Biometrics. Reproducible White Matter Tract Segmentation Using 3D U-Net on a Large-scale DTI Dataset. Sentence Rewriting for Semantic Parsing. Computing Optimal …

Paper Group ANR 379

January 30, 2020

Automatic Target Detection for Sparse Hyperspectral Images. A Unified Deep Learning Formalism For Processing Graph Signals. Awareness of Voter Passion Greatly Improves the Distortion of Metric Social Choice. Defending Against Adversarial Attacks Using Random Forests. AgentBuddy: A Contextual Bandit based Decision Support System for Customer Support …

Paper Group ANR 492

January 29, 2020

Categorization in the Wild: Generalizing Cognitive Models to Naturalistic Data across Languages. What do you mean, BERT? Assessing BERT as a Distributional Semantics Model. Solving Inverse Wave Scattering with Deep Learning. A Survey on Neural Machine Reading Comprehension. OrderNet: Ordering by Example. Exact high-dimensional asymptotics for Suppo …

Paper Group ANR 497

January 29, 2020

Truth Discovery via Proxy Voting. Trimmed Constrained Mixed Effects Models: Formulations and Algorithms. NNE: A Dataset for Nested Named Entity Recognition in English Newswire. Quantum Computing based Hybrid Solution Strategies for Large-scale Discrete-Continuous Optimization Problems. Minimal model of permutation symmetry in unsupervised learning. …

Paper Group ANR 620

January 29, 2020

Decompose-and-Integrate Learning for Multi-class Segmentation in Medical Images. Debiasing Personal Identities in Toxicity Classification. Constrained Restless Bandits for Dynamic Scheduling in Cyber-Physical Systems. Stochastic dynamical modeling of turbulent flows. Multi-Agent Manipulation via Locomotion using Hierarchical Sim2Real. Continual Rei …

Paper Group ANR 627

January 29, 2020

ORB: An Open Reading Benchmark for Comprehensive Evaluation of Machine Reading Comprehension. Nearly-Unsupervised Hashcode Representations for Relation Extraction. Experimenting with Constraint Programming on GPU. Solving a Flowshop Scheduling Problem with Answer Set Programming: Exploiting the Problem to Reduce the Number of Combinations. Imitatio …

Paper Group ANR 654

January 29, 2020

Neural Text Summarization: A Critical Evaluation. Symplectic Recurrent Neural Networks. Learning-based Model Predictive Control for Smart Building Thermal Management. Understanding Troll Writing as a Linguistic Phenomenon. Sistema Sensor para el Monitoreo Ambiental Basado en Redes Neuronales. Not All Attention Is Needed: Gated Attention Network for …

Paper Group ANR 661

January 29, 2020

ASP-Core-2 Input Language Format. Explainability Fact Sheets: A Framework for Systematic Assessment of Explainable Approaches. Syntactic Interchangeability in Word Embedding Models. Learning to see across Domains and Modalities. Patch-based Generative Adversarial Network Towards Retinal Vessel Segmentation. On Learning Invariant Representation for …

Paper Group ANR 710

January 29, 2020

A Review, Framework and R toolkit for Exploring, Evaluating, and Comparing Visualizations. Multi-task Pairwise Neural Ranking for Hashtag Segmentation. In-domain representation learning for remote sensing. Visualization of AE’s Training on Credit Card Transactions with Persistent Homology. Unraveling the Veil of Subspace RIP Through Near-Isometry o …

Paper Group ANR 749

January 29, 2020

Randomized Reactive Redundancy for Byzantine Fault-Tolerance in Parallelized Learning. Emotion and Theme Recognition in Music with Frequency-Aware RF-Regularized CNNs. Automatic Ensemble Learning for Online Influence Maximization. Learning retrosynthetic planning through self-play. Controlling Text Complexity in Neural Machine Translation. Triply R …

Paper Group ANR 792

January 28, 2020

CreditPrint: Credit Investigation via Geographic Footprints by Deep Learning. Towards Learning to Detect and Predict Contact Events on Vision-based Tactile Sensors. Optical Flow Techniques for Facial Expression Analysis: Performance Evaluation and Improvements. SegMap: Segment-based mapping and localization using data-driven descriptors. A Comparat …

Paper Group ANR 832

January 28, 2020

Deep learning based pulse shape discrimination for germanium detectors. Self-Attentional Models Application in Task-Oriented Dialogue Generation Systems. Strategic Prediction with Latent Aggregative Games. End-to-End Adversarial Learning for Intrusion Detection in Computer Networks. Synthesizing Action Sequences for Modifying Model Decisions. An En …

Paper Group ANR 856

January 28, 2020

Interactive Open-Ended Learning for 3D Object Recognition. An Entropy-based Variable Feature Weighted Fuzzy k-Means Algorithm for High Dimensional Data. Class-specific Anchoring Proposal for 3D Object Recognition in LIDAR and RGB Images. Benchmarking Minimax Linkage. Supplementary material for Uncorrected least-squares temporal difference with lamb …