Spoken Language Understanding

Paper Group NAWR 15

October 16, 2019

HFT-CNN: Learning Hierarchical Category Structure for Multi-label Short Text Categorization. Neural Sign Language Translation. Unsupervised Random Walk Sentence Embeddings: A Strong but Simple Baseline. MGAN: Training Generative Adversarial Nets with Multiple Generators. Evaluation Phonemic Transcription of Low-Resource Tonal Languages for Language …

Paper Group NAWR 22

October 16, 2019

Deep k-Means: Re-Training and Parameter Sharing with Harder Cluster Assignments for Compressing Deep Convolutions. Fully Statistical Neural Belief Tracking. An Empirical Study of Building a Strong Baseline for Constituency Parsing. Word Emotion Induction for Multiple Languages as a Deep Multi-Task Learning Problem. Fusing Document, Collection and L …

Paper Group NAWR 34

October 16, 2019

Subword-level Word Vector Representations for Korean. Robust Document Retrieval and Individual Evidence Modeling for Fact Extraction and Verification.. Knowledge Diffusion for Neural Dialogue Generation. Slot-Gated Modeling for Joint Slot Filling and Intent Prediction. RNN-SM: Fast Steganalysis of VoIP Streams Using Recurrent Neural Network. Beyond …

Paper Group NANR 106

October 15, 2019

A New Concept of Deep Reinforcement Learning based Augmented General Tagging System. Explaining non-linear Classifier Decisions within Kernel-based Deep Architectures. Automation and Optimisation of Humor Trait Generation in a Vocal Dialogue System. Better Generalization by Efficient Trust Region Method. Integration complexity and the order of cosi …

Paper Group NANR 122

October 15, 2019

Exploring the Hidden Dimension in Accelerating Convolutional Neural Networks. Estimating Marginal Probabilities of n-grams for Recurrent Neural Language Models. Synthetically Supervised Feature Learning for Scene Text Recognition. Transferred Embeddings for Igbo Similarity, Analogy, and Diacritic Restoration Tasks. Pulling Actions out of Context: E …

Paper Group NANR 128

October 15, 2019

Automatic Extraction of Entities and Relation from Legal Documents. Attention-based Semantic Priming for Slot-filling. pOSE: Pseudo Object Space Error for Initialization-Free Bundle Adjustment. Neural Machine Translation Techniques for Named Entity Transliteration. Proceedings of Workshop for NLP Open Source Software (NLP-OSS). The Principle of Log …

Paper Group NANR 143

October 15, 2019

Paths for uncertainty: Exploring the intricacies of uncertainty identification for news. Proceedings of the Workshop on Deep Learning Approaches for Low-Resource NLP. Focus Manipulation Detection via Photometric Histogram Analysis. Scalable approximate Bayesian inference for particle tracking data. SimPA: A Sentence-Level Simplification Corpus for …

Paper Group NANR 146

October 15, 2019

Simple Algorithms For Sentiment Analysis On Sentiment Rich, Data Poor Domains.. A Hybrid System for Chinese Grammatical Error Diagnosis and Correction. Revisiting (\epsilon, \gamma, \tau)-similarity learning for domain adaptation. Ling@CASS Solution to the NLP-TEA CGED Shared Task 2018. The Importance of Recommender and Feedback Features in a Pronu …

Paper Group NANR 160

October 15, 2019

A Rich Annotation Scheme for Mental Events. Recursive Neural Structural Correspondence Network for Cross-domain Aspect and Opinion Co-Extraction. Cross-Document Narrative Alignment of Environmental News: A Position Paper on the Challenge of Using Event Chains to Proxy Narrative Features. Improved Evaluation Framework for Complex Plagiarism Detectio …

Paper Group NANR 175

October 15, 2019

NLP for Conversations: Sentiment, Summarization, and Group Dynamics. Lambda Twist: An Accurate Fast Robust Perspective Three Point (P3P) Solver. Object-centered image stitching. The SUMMA Platform: A Scalable Infrastructure for Multi-lingual Multi-media Monitoring. A Probabilistic Annotation Model for Crowdsourcing Coreference. A Hierarchical Model …

Paper Group NANR 186

October 15, 2019

STACC, OOV Density and N-gram Saturation: Vicomtech’s Participation in the WMT 2018 Shared Task on Parallel Corpus Filtering. W2F: A Weakly-Supervised to Fully-Supervised Framework for Object Detection. Proceedings of the First Workshop on Linguistic Resources for Natural Language Processing. Single Image Highlight Removal with a Sparse and Low-Ran …

Paper Group NANR 187

October 15, 2019

âZero-Shotâ Super-Resolution Using Deep Internal Learning. Urban Zoning Using Higher-Order Markov Random Fields on Multi-View Imagery Data. Cluster Labeling by Word Embeddings and WordNet’s Hypernymy. Comparing Theories of Speaker Choice Using a Model of Classifier Production in Mandarin Chinese. The Timing of Lexical Memory Retrievals in Langu …

Paper Group NANR 239

October 15, 2019

Robust image stitching with multiple registrations. Improving Slot Filling in Spoken Language Understanding with Joint Pointer and Attention. 結合卷積神經網路與遞迴神經網路於推文極性分類 (Combining Convolutional Neural Network and Recurrent Neural Network for Tweet Polarity Classification) [In Chinese]. $D^2$: Decentralized Training over Decentralized Data. An Improved …

Paper Group NANR 278

October 15, 2019

Near Optimal Frequent Directions for Sketching Dense and Sparse Matrices. Combining Abstractness and Language-specific Theoretical Indicators for Detecting Non-Literal Usage of Estonian Particle Verbs. Simulating ASR errors for training SLU systems. HandMap: Robust Hand Pose Estimation via Intermediate Dense Guidance Map Supervision. Measuring Inno …

Paper Group NANR 279

October 15, 2019

Policy Gradient For Multidimensional Action Spaces: Action Sampling and Entropy Bonus. Addressing Noise in Multidialectal Word Embeddings. NEWS 2018 Whitepaper. Automatic Focus Annotation: Bringing Formal Pragmatics Alive in Analyzing the Information Structure of Authentic Data. Spurious Ambiguity and Focalization. Autonomous Vehicle Fleet Coordina …

Paper Group NANR 58

October 15, 2019

PlusEmo2Vec at SemEval-2018 Task 1: Exploiting emotion knowledge from emoji and #hashtags. OpenSubtitles2018: Statistical Rescoring of Sentence Alignments in Large, Noisy Parallel Corpora. Universal Agent for Disentangling Environments and Tasks. Global Geometry of Multichannel Sparse Blind Deconvolution on the Sphere. A Bilingual Interactive Huma …

Paper Group NANR 70

October 15, 2019

Theoretical guarantees for EM under misspecified Gaussian mixture models. NovelPerspective: Identifying Point of View Characters. Native Language Identification with User Generated Content. Model-based targeted dimensionality reduction for neuronal population data. Proceedings of the 11th International Conference on Natural Language Generation. Lea …

Paper Group NANR 97

October 15, 2019

AttentionMeSH: Simple, Effective and Interpretable Automatic MeSH Indexer. Overview of the 2018 ALTA Shared Task: Classifying Patent Applications. Simultaneous 3D Reconstruction for Water Surface and Underwater Scene. A Self-Attentive Model with Gate Mechanism for Spoken Language Understanding. Adapting SimpleNLG to Galician language. Credit Assign …