Tokenization

Paper Group AWR 167

February 1, 2020

Conversion Prediction Using Multi-task Conditional Attention Networks to Support the Creation of Effective Ad Creative. Image Captioning with Clause-Focused Metrics in a Multi-Modal Setting for Marketing. BillSum: A Corpus for Automatic Summarization of US Legislation. Gradient Descent: The Ultimate Optimizer. Raw-to-End Name Entity Recognition in …

Paper Group AWR 196

February 1, 2020

SECTOR: A Neural Model for Coherent Topic Segmentation and Classification. Contrastive Attention Mechanism for Abstractive Sentence Summarization. Talk Proposal: Towards the Realistic Evaluation of Evasion Attacks using CARLA. HarDNet: A Low Memory Traffic Network. Multi-Graph Transformer for Free-Hand Sketch Recognition. Understanding Architecture …

Paper Group AWR 228

February 1, 2020

Large-Scale Multi-Label Text Classification on EU Legislation. GEOMetrics: Exploiting Geometric Structure for Graph-Encoded Objects. Mask Combination of Multi-layer Graphs for Global Structure Inference. Neural Imaging Pipelines - the Scourge or Hope of Forensics?. Adversarial Representation Learning for Robust Patient-Independent Epileptic Seizure …

Paper Group AWR 241

February 1, 2020

Generating Weighted MAX-2-SAT Instances of Tunable Difficulty with Frustrated Loops. AttaCut: A Fast and Accurate Neural Thai Word Segmenter. Robust Learning with the Hilbert-Schmidt Independence Criterion. A coupled autoencoder approach for multi-modal analysis of cell types. Improving Face Anti-Spoofing by 3D Virtual Synthesis. Using Similarity M …

Paper Group AWR 282

February 1, 2020

Functional Tensors for Probabilistic Programming. Joint Source-Target Self Attention with Locality Constraints. A Game Theoretic Approach to Class-wise Selective Rationalization. ProPublica’s COMPAS Data Revisited. Collaborative Multi-Agent Dialogue Model Training Via Reinforcement Learning. Investigating Evaluation of Open-Domain Dialogue Systems …

Paper Group ANR 16

January 31, 2020

Adversarial Music: Real World Audio Adversary Against Wake-word Detection System. LaplacianNet: Learning on 3D Meshes with Laplacian Encoding and Pooling. A Self-Correcting Deep Learning Approach to Predict Acute Conditions in Critical Care. Negative eigenvalues of the Hessian in deep neural networks. Deep Reinforcement Learning for Clinical Decisi …

Paper Group ANR 169

January 31, 2020

Refinements of Barndorff-Nielsen and Shephard model: an analysis of crude oil price with machine learning. Streaming Adaptive Nonparametric Variational Autoencoder. Effective Data Augmentation with Multi-Domain Learning GANs. Knowledge Query Network: How Knowledge Interacts with Skills. Assessing the Impact of a User-Item Collaborative Attack on Cl …

Paper Group AWR 402

January 31, 2020

An Empirical Study of Content Understanding in Conversational Question Answering. AutoML: Exploration v.s. Exploitation. Feature-Dependent Confusion Matrices for Low-Resource NER Labeling with Noisy Labels. Copy mechanism and tailored training for character-based data-to-text generation. Construct Dynamic Graphs for Hand Gesture Recognition via Spa …

Paper Group ANR 362

January 30, 2020

Articulatory and bottleneck features for speaker-independent ASR of dysarthric speech. Situational Grounding within Multimodal Simulations. The invisible power of fairness. How machine learning shapes democracy. Why we need an AI-resilient society. Benign Overfitting in Linear Regression. When Does Non-Orthogonal Tensor Decomposition Have No Spurio …

Paper Group ANR 508

January 29, 2020

Committee Selection with Attribute Level Preferences. Self-Attentive Adversarial Stain Normalization. Modulating Surrogates for Bayesian Optimization. Universal Dependency Parsing from Scratch. Towards Learning Structure via Consensus for Face Segmentation and Parsing. DeepSpline: Data-Driven Reconstruction of Parametric Curves and Surfaces. Deep L …

Paper Group ANR 582

January 29, 2020

Conversational Networks for Automatic Online Moderation. Understanding the Information needs of Social Scientists in Germany. Negative Training for Neural Dialogue Response Generation. Kernel absolute summability is only sufficient for RKHS stability. A Dynamic Strategy Coach for Effective Negotiation. MetaFun: Meta-Learning with Iterative Function …

Paper Group ANR 604

January 29, 2020

Objective Assessment of Social Skills Using Automated Language Analysis for Identification of Schizophrenia and Bipolar Disorder. Abstract Argumentation and the Rational Man. Stochastic Proximal Langevin Algorithm: Potential Splitting and Nonasymptotic Rates. Securing Connected & Autonomous Vehicles: Challenges Posed by Adversarial Machine Learning …

Paper Group ANR 870

January 28, 2020

Population-aware Hierarchical Bayesian Domain Adaptation via Multiple-component Invariant Learning. What can computational models learn from human selective attention? A review from an audiovisual crossmodal perspective. Unwanted Advances in Higher Education: Uncovering Sexual Harassment Experiences in Academia with Text Mining. Training Deep Neura …

Paper Group ANR 1407

January 26, 2020

Non-Differentiable Supervised Learning with Evolution Strategies and Hybrid Methods. H+O: Unified Egocentric Recognition of 3D Hand-Object Poses and Interactions. Self-supervised Learning for Single View Depth and Surface Normal Estimation. Machine Vision in the Context of Robotics: A Systematic Literature Review. Knowledge Graph Development for Ap …

Paper Group ANR 1427

January 26, 2020

Object-Aware Instance Labeling for Weakly Supervised Object Detection. Large e-retailer image dataset for visual search and product classification. Accurate Global Trajectory Alignment using Poles and Road Markings. Throughput Prediction of Asynchronous SGD in TensorFlow. Real-World Image Datasets for Federated Learning. RevealNet: Seeing Behind Ob …

Paper Group ANR 1572

January 26, 2020

The Missing Data Encoder: Cross-Channel Image Completion\with Hide-And-Seek Adversarial Network. Scheduling optimization of parallel linear algebra algorithms using Supervised Learning. Generating Sentiment-Preserving Fake Online Reviews Using Neural Language Models and Their Human- and Machine-based Detection. Automatic Model Monitoring for Data …

Paper Group ANR 1695

January 25, 2020

Q-DATA: Enhanced Traffic Flow Monitoring in Software-Defined Networks applying Q-learning. end-to-end training of a large vocabulary end-to-end speech recognition system. Low-rank Random Tensor for Bilinear Pooling. Analyzing Customer Feedback for Product Fit Prediction. Efficient Contextual Representation Learning Without Softmax Layer. Weakly-Sup …

Paper Group NANR 1

January 25, 2020

Automatic Domain Adaptation Outperforms Manual Domain Adaptation for Predicting Financial Outcomes. NULI at SemEval-2019 Task 6: Transfer Learning for Offensive Language Detection using Bidirectional Transformers. Mental Health Surveillance over Social Media with Digital Cohorts. Building a Morphological Analyser for Laz. Proceedings of the Fourth …

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 49

January 25, 2020

Is this the end? Two-step tokenization of sentence boundaries. What can we learn from natural and artificial dependency trees. Sentence-Level Evidence Embedding for Claim Verification with Hierarchical Attention Networks. signSGD via Zeroth-Order Oracle. Spot and Learn: A Maximum-Entropy Patch Sampler for Few-Shot Image Classification. What goes in …

Paper Group NANR 53

January 25, 2020

Incorporating Emoji Descriptions Improves Tweet Classification. Learning Joint Gait Representation via Quintuplet Loss Minimization. Stochastic Class-Based Hard Example Mining for Deep Metric Learning. Word order variation in Mby'a Guaran'\i. Morphologically Annotated Corpora for Seven Arabic Dialects: Taizi, Sanaani, Najdi, Jordanian, Syrian, Ir …

Paper Group NAWR 25

January 25, 2020

Partitioning Structure Learning for Segmented Linear Regression Trees. Yes, we can! Mining Arguments in 50 Years of US Presidential Campaign Debates. Approximate Feature Collisions in Neural Nets. A Streamlined Method for Sourcing Discourse-level Argumentation Annotations from the Crowd. Optimal Sparsity-Sensitive Bounds for Distributed Mean Estima …

Paper Group NANR 137

January 24, 2020

Delimiting Adverbial Meanings. A corpus-based comparative study on Czech spatial prepositions and their English equivalents. Community Perspective on Replicability in Natural Language Processing. Quantitative Analysis on verb valence evolution of Chinese. Exploring Transfer Learning and Domain Data Selection for the Biomedical Translation. Filterin …

Paper Group NANR 140

January 24, 2020

Order-Aware Generative Modeling Using the 3D-Craft Dataset. Investigating the Effectiveness of BPE: The Power of Shorter Sequences. Noisy Parallel Corpus Filtering through Projected Word Embeddings. Analysing the Impact of Supervised Machine Learning on Automatic Term Extraction: HAMLET vs TermoStat. Lipschitz regularized Deep Neural Networks gener …

Paper Group NANR 152

January 24, 2020

Deep Supervised Cross-Modal Retrieval. NEC TM Data Project. Best practices for the human evaluation of automatically generated text. Association Metrics in Neural Transition-Based Dependency Parsing. Corpus Lexicography in a Wider Context. Next Sentence Prediction helps Implicit Discourse Relation Classification within and across Domains. Learning …

Paper Group NANR 187

January 24, 2020

Normalization of Indonesian-English Code-Mixed Twitter Data. DATNet: Dual Adversarial Transfer for Low-resource Named Entity Recognition. The Titans at SemEval-2019 Task 5: Detection of hate speech against immigrants and women in Twitter. Integration of Knowledge Graph Embedding Into Topic Modeling with Hierarchical Dirichlet Process. Team Fernando …