Semantic Parsing

Paper Group ANR 1357

January 26, 2020

SuperGLUE: A Stickier Benchmark for General-Purpose Language Understanding Systems. Continual Learning Using World Models for Pseudo-Rehearsal. Layer Dynamics of Linearised Neural Nets. Locally Differentially Private Minimum Finding. Optimizing Stochastic Gradient Descent in Text Classification Based on Fine-Tuning Hyper-Parameters Approach. A Case …

Paper Group ANR 1364

January 26, 2020

Comparing machine learning models to choose the variable ordering for cylindrical algebraic decomposition. Applying Partial-ACO to Large-scale Vehicle Fleet Optimisation. pISTA-SENSE-ResNet for Parallel MRI Reconstruction. Measuring and Relieving the Over-smoothing Problem for Graph Neural Networks from the Topological View. Infusing Learned Priors …

Paper Group ANR 1559

January 26, 2020

RoIMix: Proposal-Fusion among Multiple Images for Underwater Object Detection. Density Matrices with metric for Derivational Ambiguity. Path-Restore: Learning Network Path Selection for Image Restoration. PROPS: Probabilistic personalization of black-box sequence models. Learning Shape Priors for Robust Cardiac MR Segmentation from Multi-view Image …

Paper Group ANR 1595

January 26, 2020

Points2Pix: 3D Point-Cloud to Image Translation using conditional Generative Adversarial Networks. Benchmarking machine learning models on eICU critical care dataset. Learning Super-resolution 3D Segmentation of Plant Root MRI Images from Few Examples. Revisiting Self-Training for Neural Sequence Generation. Controversial stimuli: pitting neural ne …

Paper Group ANR 1617

January 25, 2020

Bottom-Up Meta-Policy Search. No-regret Non-convex Online Meta-Learning. Model-Agnostic Meta-Learning using Runge-Kutta Methods. Approximate Dynamic Programming with Neural Networks in Linear Discrete Action Spaces. Fundamental Limitations in Sequential Prediction and Recursive Algorithms: $\mathcal{L}_{p}$ Bounds via an Entropic Analysis. Fast and …

Paper Group ANR 1629

January 25, 2020

Unsung Challenges of Building and Deploying Language Technologies for Low Resource Language Communities. Decision making in dynamic and interactive environments based on cognitive hierarchy theory, Bayesian inference, and predictive control. Beating SGD Saturation with Tail-Averaging and Minibatching. Parsing All: Syntax and Semantics, Dependencies …

Paper Group ANR 1645

January 25, 2020

Severity Detection Tool for Patients with Infectious Disease. Learning Semantic Parsers from Denotations with Latent Structured Alignments and Abstract Programs. NM-Net: Mining Reliable Neighbors for Robust Feature Correspondences. Time-Dependent Deep Image Prior for Dynamic MRI. Towards Interpretable Deep Extreme Multi-label Learning. Study of the …

Paper Group ANR 1672

January 25, 2020

Stability of decision trees and logistic regression. What You See Is What You Get? The Impact of Representation Criteria on Human Bias in Hiring. Testing randomness. Q-MIND: Defeating Stealthy DoS Attacks in SDN with a Machine-learning based Defense Framework. Program Synthesis and Semantic Parsing with Learned Code Idioms. Interpretable Self-Atten …

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 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 …

Paper Group ANR 1734

January 25, 2020

Learning to Generalize One Sample at a Time with Self-Supervision. Explanations can be manipulated and geometry is to blame. Using Structured Representation and Data: A Hybrid Model for Negation and Sentiment in Customer Service Conversations. MSDF: A Deep Reinforcement Learning Framework for Service Function Chain Migration. Robust Semantic Parsin …

Paper Group ANR 1778

January 25, 2020

End-to-End Learning of Multi-scale Convolutional Neural Network for Stereo Matching. QuesNet: A Unified Representation for Heterogeneous Test Questions. TW-SMNet: Deep Multitask Learning of Tele-Wide Stereo Matching. On Transfer Learning For Chatter Detection in Turning Using Wavelet Packet Transform and Empirical Mode Decomposition. Learning from …

Paper Group NANR 16

January 25, 2020

Multi-Scale Stacked Hourglass Network for Human Pose Estimation. Tweet Stance Detection Using an Attention based Neural Ensemble Model. Training Data Augmentation for Detecting Adverse Drug Reactions in User-Generated Content. Improving UD processing via satellite resources for morphology. Deep Embedding Learning With Discriminative Sampling Policy …

Paper Group NANR 25

January 25, 2020

Proceedings of the 6th Workshop on Argument Mining. Unsupervised Rewriter for Multi-Sentence Compression. Multi-Task Multi-Sensor Fusion for 3D Object Detection. EmoSense at SemEval-2019 Task 3: Bidirectional LSTM Network for Contextual Emotion Detection in Textual Conversations. UC Davis at SemEval-2019 Task 1: DAG Semantic Parsing with Attention- …

Paper Group NANR 48

January 25, 2020

Enhancing Key-Value Memory Neural Networks for Knowledge Based Question Answering. Linked Open Treebanks. Interlinking Syntactically Annotated Corpora in the LiLa Knowledge Base of Linguistic Resources for Latin. Noun Phrases Rooted by Adjectives: A Dependency Grammar Analysis of the Big Mess Construction. Exceptive constructions. A Dependency-base …

Paper Group NANR 5

January 25, 2020

Feature Extraction Based Machine Learning for Human Burn Diagnosis From Burn Images. One Size Does Not Fit All: Comparing NMT Representations of Different Granularities. On Random Deep Weight-Tied Autoencoders: Exact Asymptotic Analysis, Phase Transitions, and Implications to Training. MixFeat: Mix Feature in Latent Space Learns Discriminative Spac …

Paper Group NANR 67

January 25, 2020

Reviving a psychometric measure: Classification and prediction of the Operant Motive Test. Coherence models in schizophrenia. Robust Variational Bayesian Point Set Registration. Meta-Semantic Representation for Early Detection of Alzheimer’s Disease. Improving Composition of Sentence Embeddings through the Lens of Statistical Relational Learning. P …

Paper Group NANR 8

January 25, 2020

Cross-linguistic research into derivational networks. The Active-Filler Strategy in a Move-Eager Left-Corner Minimalist Grammar Parser. Identity From Here, Pose From There: Self-Supervised Disentanglement and Generation of Objects Using Unlabeled Videos. Unsupervised one-to-many image translation. Window-Based Neural Tagging for Shallow Discourse A …

Paper Group NANR 86

January 25, 2020

Cohen Welling bases & SO(2)-Equivariant classifiers using Tensor nonlinearity.. Machine Learning Approach for Reliability Assessment of Open Source Software. Contributions to Clinical Named Entity Recognition in Portuguese. Span-based Hierarchical Semantic Parsing for Task-Oriented Dialog. Multi-Agent Dual Learning. Cross-Atlas Convolution for Para …

Paper Group NAWR 24

January 25, 2020

ChangeNet: A Deep Learning Architecture for Visual Change Detection. Team yeon-zi at SemEval-2019 Task 4: Hyperpartisan News Detection by De-noising Weakly-labeled Data. Training Image Estimators without Image Ground Truth. Neural Machine Translation with Soft Prototype. Reflection Separation using a Pair of Unpolarized and Polarized Images. Memory …

Paper Group NAWR 39

January 25, 2020

The Forward-Backward Embedding of Directed Graphs. Disentangled behavioural representations. Viewport Proposal CNN for 360deg Video Quality Assessment. Novel positional encodings to enable tree-based transformers. Sample Adaptive MCMC. Gradient Matching Generative Networks for Zero-Shot Learning. QTUNA: A Corpus for Understanding How Speakers Use Q …

Paper Group NAWR 41

January 25, 2020

Deep imitation learning for molecular inverse problems. Eliciting Knowledge from Experts: Automatic Transcript Parsing for Cognitive Task Analysis. Categorized Bandits. Kalman Filter, Sensor Fusion, and Constrained Regression: Equivalences and Insights. Multiattentive Recurrent Neural Network Architecture for Multilingual Readability Assessment. Co …

Paper Group NANR 110

January 24, 2020

CUHK at MRP 2019: Transition-Based Parser with Cross-Framework Variable-Arity Resolve Action. The many dimensions of algorithmic fairness in educational applications. Grammaticalization in Derivational Morphology: Verification of the Process by Innovative Derivatives. Domain Adaptation for Low-Resource Neural Semantic Parsing. Skin-Based Identifica …

Paper Group NANR 120

January 24, 2020

Unsupervised Pretraining for Neural Machine Translation Using Elastic Weight Consolidation. Bayesian Deep Learning via Stochastic Gradient MCMC with a Stochastic Approximation Adaptation. SOURCE: SOURce-Conditional Elmo-style Model for Machine Translation Quality Estimation. Bayesian Learning for Neural Dependency Parsing. Typological Features for …

Paper Group NANR 122

January 24, 2020

Modeling Financial Analysts’ Decision Making via the Pragmatics and Semantics of Earnings Calls. Assessing the Ability of Neural Machine Translation Models to Perform Syntactic Rewriting. Detecting Paraphrases of Standard Clause Titles in Insurance Contracts. Learning to Film From Professional Human Motion Videos. Incorporating Fine-grained Events …

Paper Group NANR 141

January 24, 2020

Leveraging syntactic parsing to improve event annotation matching. Automatic Detection of Translation Direction. HITS-SBD at the FinSBD Task: Machine Learning vs. Rule-based Sentence Boundary Detection. Differences between SMT and NMT Output - a Translators’ Point of View. JRC TMA-CC: Slavic Named Entity Recognition and Linking. Participation in th …

Paper Group NANR 146

January 24, 2020

Rating Continuous Actions in Spatial Multi-Agent Problems. Translation Quality Assessment Tools and Processes in Relation to CAT Tools. Corpus Linguistics, Translation and Error Analysis. Human-Informed Speakers and Interpreters Analysis in the WAW Corpus and an Automatic Method for Calculating Interpreters’ D'ecalage. Interlaced Greedy Algorithm …

Paper Group NANR 160

January 24, 2020

Person Search by Text Attribute Query As Zero-Shot Learning. Singleshot : a scalable Tucker tensor decomposition. Detecting Depression in Social Media using Fine-Grained Emotions. New Convex Relaxations for MRF Inference With Unknown Graphs. Dependency Parsing with your Eyes: Dependency Structure Predicts Eye Regressions During Reading. Distributed …