Data Augmentation

Paper Group NANR 75

January 25, 2020

Enhancing Pre-Trained Language Representations with Rich Knowledge for Machine Reading Comprehension. Evaluation of automatic collocation extraction methods for language learning. How Well Do Embedding Models Capture Non-compositionality? A View from Multiword Expressions. Analytic Score Prediction and Justification Identification in Automated Shor …

Paper Group NANR 76

January 25, 2020

Node Embeddings for Graph Merging: Case of Knowledge Graph Construction. Learning a Mixture of Granularity-Specific Experts for Fine-Grained Categorization. Learning Local Descriptors With a CDF-Based Dynamic Soft Margin. Huawei’s NMT Systems for the WMT 2019 Biomedical Translation Task. Understanding & Generalizing AlphaGo Zero. Multiclass Queuein …

Paper Group NANR 78

January 25, 2020

AGRR 2019: Corpus for Gapping Resolution in Russian. Segmentation for Domain Adaptation in Arabic. Distinguishability of Adversarial Examples. Studying Summarization Evaluation Metrics in the Appropriate Scoring Range. Dataset Mention Extraction and Classification. Translating Between Morphologically Rich Languages: An Arabic-to-Turkish Machine Tra …

Paper Group NANR 79

January 25, 2020

ZCU-NLP at MADAR 2019: Recognizing Arabic Dialects. Arabic Dialect Identification with Deep Learning and Hybrid Frequency Based Features. Optimistic Acceleration for Optimization. The En-Ru Two-way Integrated Machine Translation System Based on Transformer. Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics: Sys …

Paper Group NANR 80

January 25, 2020

Batch Weight for Domain Adaptation With Mass Shift. Cross-Corpus Data Augmentation for Acoustic Addressee Detection. The Impact of Semantic Linguistic Features in Relation Extraction: A Logical Relational Learning Approach. Hierarchical Multi-label Classification of Text with Capsule Networks. Evaluation of Semantic Change of Harm-Related Concepts …

Paper Group NANR 82

January 25, 2020

Incorporating Source Syntax into Transformer-Based Neural Machine Translation. Smoothing the Geometry of Probabilistic Box Embeddings. Improving machine classification using human uncertainty measurements. Data Programming for Learning Discourse Structure. Teaching FORGe to Verbalize DBpedia Properties in Spanish. Sentence-Level Adaptation for Low- …

Paper Group NANR 84

January 25, 2020

Fill the GAP: Exploiting BERT for Pronoun Resolution. An LSTM Adaptation Study of (Un)grammaticality. Stochastic Quantized Activation: To prevent Overfitting in Fast Adversarial Training. Self-Attention Networks for Intent Detection. Modelling Adaptive Presentations in Human-Robot Interaction using Behaviour Trees. From Explainability to Explanatio …

Paper Group NANR 92

January 25, 2020

Examining MDD and MHD as Syntactic Complexity Measures with Intermediate Japanese Learner Corpus Data. Which annotation scheme is more expedient to measure syntactic difficulty and cognitive demand?. Advantages of the flux-based interpretation of dependency length minimization. Extracting out of the subject in French: experimental evidence. Towards …

Paper Group NANR 94

January 25, 2020

CONAN - COunter NArratives through Nichesourcing: a Multilingual Dataset of Responses to Fight Online Hate Speech. A Convex Relaxation for Multi-Graph Matching. Categorizing and Inferring the Relationship between the Text and Image of Twitter Posts. Customizing Neural Machine Translation for Subtitling. Bootstrapping a Neural Morphological Analyzer …

Paper Group NANR 95

January 25, 2020

Context-Reinforced Semantic Segmentation. Learning Backpropagation-Free Deep Architectures with Kernels. DBMS-KU Interpolation for WMT19 News Translation Task. Automatic diacritization of Tunisian dialect text using Recurrent Neural Network. Hierarchical Deep Learning for Arabic Dialect Identification. Energy-Based Modelling for Dialogue State Trac …

Paper Group NANR 97

January 25, 2020

Team Bertha von Suttner at SemEval-2019 Task 4: Hyperpartisan News Detection using ELMo Sentence Representation Convolutional Network. An Iterative and Cooperative Top-Down and Bottom-Up Inference Network for Salient Object Detection. Word-Node2Vec: Improving Word Embedding with Document-Level Non-Local Word Co-occurrences. CUED@WMT19:EWC&LMs. Bai …

Paper Group NAWR 1

January 25, 2020

Numerically Accurate Hyperbolic Embeddings Using Tiling-Based Models. A Prism Module for Semantic Disentanglement in Name Entity Recognition. ManTra-Net: Manipulation Tracing Network for Detection and Localization of Image Forgeries With Anomalous Features. IGE-Net: Inverse Graphics Energy Networks for Human Pose Estimation and Single-View Reconstr …

Paper Group NAWR 18

January 25, 2020

IL2M: Class Incremental Learning With Dual Memory. On the Summarization of Consumer Health Questions. Coresets for Archetypal Analysis. PointWeb: Enhancing Local Neighborhood Features for Point Cloud Processing. Embedding Strategies for Specialized Domains: Application to Clinical Entity Recognition. Measuring Gender Bias in Word Embeddings across …

Paper Group NAWR 22

January 25, 2020

Are Red Roses Red? Evaluating Consistency of Question-Answering Models. Collect and Select: Semantic Alignment Metric Learning for Few-Shot Learning. Enhancing Opinion Role Labeling with Semantic-Aware Word Representations from Semantic Role Labeling. We Need to Talk about Standard Splits. Fast classification of small X-ray diffraction datasets usi …

Paper Group NAWR 3

January 25, 2020

Detecting Argumentative Discourse Acts with Linguistic Alignment. Submodular Optimization-based Diverse Paraphrasing and its Effectiveness in Data Augmentation. Graph Agreement Models for Semi-Supervised Learning. DANet: Divergent Activation for Weakly Supervised Object Localization. Human Motion Prediction via Spatio-Temporal Inpainting. Push-pull …

Paper Group NAWR 5

January 25, 2020

Learning a Unified Classifier Incrementally via Rebalancing. Partially Encrypted Deep Learning using Functional Encryption. Approximate Bayesian Inference for a Mechanistic Model of Vesicle Release at a Ribbon Synapse. The MuCoW Test Suite at WMT 2019: Automatically Harvested Multilingual Contrastive Word Sense Disambiguation Test Sets for Machine …

Paper Group NANR 107

January 24, 2020

HIT-SCIR at MRP 2019: A Unified Pipeline for Meaning Representation Parsing via Efficient Training and Effective Encoding. Optimal Attacks against Multiple Classifiers. Data augmentation using back-translation for context-aware neural machine translation. ST MADAR 2019 Shared Task: Arabic Fine-Grained Dialect Identification. Quasi-Globally Optimal …

Paper Group NANR 113

January 24, 2020

On Boosting Single-Frame 3D Human Pose Estimation via Monocular Videos. ACTRCE: Augmenting Experience via Teacher’s Advice. Local to Global Learning: Gradually Adding Classes for Training Deep Neural Networks. A Guider Network for Multi-Dual Learning. Efficient Meta Learning via Minibatch Proximal Update. Towards Automating Healthcare Question Answ …

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 124

January 24, 2020

EU 4 U: An educational platform for the cultural heritage of the EU. Supervised neural machine translation based on data augmentation and improved training & inference process. Feature Transfer Learning for Face Recognition With Under-Represented Data. Multilabel reductions: what is my loss optimising?. Towards Rich Feature Discovery With Class Ac …

Paper Group NANR 127

January 24, 2020

Forecasting Firm Material Events from 8-K Reports. A Plea for Information Structure as a Part of Meaning Representation. Generative Adversarial Training for Weakly Supervised Cloud Matting. Compact and Robust Models for Japanese-English Character-level Machine Translation. Expectation and Locality Effects in the Prediction of Disfluent Fillers and …

Paper Group NANR 131

January 24, 2020

Deep Cross-Lingual Coreference Resolution for Less-Resourced Languages: The Case of Basque. Automatic rubric-based content grading for clinical notes. Transferable AutoML by Model Sharing Over Grouped Datasets. Discriminative Feature Transformation for Occluded Pedestrian Detection. Proceedings of the 5th Workshop on Noisy User-generated Text (W-NU …

Paper Group NANR 142

January 24, 2020

Mining the UK Web Archive for Semantic Change Detection. Developing without developers: choosing labor-saving tools for language documentation apps. Improved Lexically Constrained Decoding for Translation and Monolingual Rewriting. Proceedings of the Combined Workshop on Spatial Language Understanding (SpLU) and Grounded Communication for Robotics …

Paper Group NANR 145

January 24, 2020

Learning Scene Geometry for Visual Localization in Challenging Conditions. CAiRE_HKUST at SemEval-2019 Task 3: Hierarchical Attention for Dialogue Emotion Classification. Proceedings of the Sixth Workshop on Computational Linguistics and Clinical Psychology. Improved Generalization of Arabic Text Classifiers. Multilingual prediction of Alzheimer’s …

Paper Group NANR 147

January 24, 2020

IMSurReal: IMS at the Surface Realization Shared Task 2019. Topic-Guided Variational Auto-Encoder for Text Generation. Proceedings of the Natural Legal Language Processing Workshop 2019. The Concordia NLG Surface Realizer at SRST 2019. The DipInfoUniTo Realizer at SRST’19: Learning to Rank and Deep Morphology Prediction for Multilingual Surface Rea …

Paper Group NANR 149

January 24, 2020

Towards Summarization for Social Media - Results of the TL;DR Challenge. Embedding Complementary Deep Networks for Image Classification. Scalable Knowledge Graph Construction from Text Collections. Surface Realisation Using Full Delexicalisation. Modeling Paths for Explainable Knowledge Base Completion. Probing Word and Sentence Embeddings for Long …

Paper Group NANR 153

January 24, 2020

Understanding Data Augmentation in Neural Machine Translation: Two Perspectives towards Generalization. Composing Complex Skills by Learning Transition Policies with Proximity Reward Induction. Improving Abstractive Document Summarization with Salient Information Modeling. Courteously Yours: Inducing courteous behavior in Customer Care responses us …

Paper Group NANR 162

January 24, 2020

Neural Conversation Model Controllable by Given Dialogue Act Based on Adversarial Learning and Label-aware Objective. Proceedings of the First NLPL Workshop on Deep Learning for Natural Language Processing. Cross-lingual morphological inflection with explicit alignment. Improved resistance of neural networks to adversarial images through generative …