Word Sense Disambiguation

Paper Group ANR 147

Paper Group ANR 147

May 7, 2019

Summarizing Situational and Topical Information During Crises. Cost-sensitive Learning for Utility Optimization in Online Advertising Auctions. Finding Optimal Combination of Kernels using Genetic Programming. Learning in an Uncertain World: Representing Ambiguity Through Multiple Hypotheses. Introducing a Calculus of Effects and Handlers for Natur …
Paper Group ANR 20

Paper Group ANR 20

May 7, 2019

A new selection strategy for selective cluster ensemble based on Diversity and Independency. Object Skeleton Extraction in Natural Images by Fusing Scale-associated Deep Side Outputs. Tighter bounds lead to improved classifiers. Fuzzy Sets Across the Natural Language Generation Pipeline. Ischemic Stroke Identification Based on EEG and EOG using 1D …
Paper Group AWR 30

Paper Group AWR 30

May 7, 2019

Bolt-on Differential Privacy for Scalable Stochastic Gradient Descent-based Analytics. Overcoming catastrophic forgetting in neural networks. Synthesized Classifiers for Zero-Shot Learning. XNOR-Net: ImageNet Classification Using Binary Convolutional Neural Networks. Hierarchical Question-Image Co-Attention for Visual Question Answering. Spatially …
Paper Group AWR 31

Paper Group AWR 31

May 7, 2019

Using Distributed Representations to Disambiguate Biomedical and Clinical Concepts. Aspect Level Sentiment Classification with Deep Memory Network. Growing Graphs with Hyperedge Replacement Graph Grammars. InterpoNet, A brain inspired neural network for optical flow dense interpolation. Implementing a Reverse Dictionary, based on word definitions, …
Paper Group AWR 51

Paper Group AWR 51

May 7, 2019

ROCS-Derived Features for Virtual Screening. Learning to Pivot with Adversarial Networks. Reinforcement Learning with Unsupervised Auxiliary Tasks. On the Potential of Simple Framewise Approaches to Piano Transcription. An Incremental Parser for Abstract Meaning Representation. Multi-way Monte Carlo Method for Linear Systems. TensorFlow: A system f …
Paper Group ANR 251

Paper Group ANR 251

May 6, 2019

A Comparison of Word Embeddings for English and Cross-Lingual Chinese Word Sense Disambiguation. Crowdsourcing in Computer Vision. Autonomous Ingress of a UAV through a window using Monocular Vision. The belief noisy-or model applied to network reliability analysis. Transferring Learned Microcalcification Group Detection from 2D Mammography to 3D D …
Paper Group ANR 254

Paper Group ANR 254

May 6, 2019

Word Sense Disambiguation using a Bidirectional LSTM. Spectral community detection in heterogeneous large networks. Ground Truth Bias in External Cluster Validity Indices. Guided Cost Learning: Deep Inverse Optimal Control via Policy Optimization. Probabilistic Modeling of Progressive Filtering. PrASP Report. State Space representation of non-stati …
Paper Group ANR 265

Paper Group ANR 265

May 6, 2019

Human Pose Estimation from Depth Images via Inference Embedded Multi-task Learning. Winning Arguments: Interaction Dynamics and Persuasion Strategies in Good-faith Online Discussions. A Computational Approach to Automatic Prediction of Drunk Texting. Nonparametric Regression with Adaptive Truncation via a Convex Hierarchical Penalty. Computer Assis …
Paper Group ANR 297

Paper Group ANR 297

May 6, 2019

On Lower Bounds for Regret in Reinforcement Learning. Spatio-Temporal Image Boundary Extrapolation. Neural Network Support Vector Detection via a Soft-Label, Hybrid K-Means Classifier. A Modular Theory of Feature Learning. Joint Stochastic Approximation learning of Helmholtz Machines. Causes for Query Answers from Databases, Datalog Abduction and V …
Paper Group ANR 356

Paper Group ANR 356

May 6, 2019

Tracking Time-Vertex Propagation using Dynamic Graph Wavelets. Load Disaggregation Based on Aided Linear Integer Programming. Practical sketching algorithms for low-rank matrix approximation. A Novel Architecture for Computing Approximate Radon Transform. Crowd Counting Considering Network Flow Constraints in Videos. Generative Deep Neural Networks …
Paper Group ANR 419

Paper Group ANR 419

May 6, 2019

Improving Multi-label Learning with Missing Labels by Structured Semantic Correlations. Regulating Reward Training by Means of Certainty Prediction in a Neural Network-Implemented Pong Game. Comparative study of LSA vs Word2vec embeddings in small corpora: a case study in dreams database. Knowledge-Based Biomedical Word Sense Disambiguation with Ne …
Paper Group ANR 420

Paper Group ANR 420

May 6, 2019

Hybrid clustering-classification neural network in the medical diagnostics of reactive arthritis. Corralling a Band of Bandit Algorithms. Semi-supervised Word Sense Disambiguation with Neural Models. Autonomous driving challenge: To Infer the property of a dynamic object based on its motion pattern using recurrent neural network. A Predictive Model …
Paper Group ANR 489

Paper Group ANR 489

May 5, 2019

No bad local minima: Data independent training error guarantees for multilayer neural networks. Learning Gaussian Graphical Models With Fractional Marginal Pseudo-likelihood. Accelerating Deep Learning with Shrinkage and Recall. Neural Coarse-Graining: Extracting slowly-varying latent degrees of freedom with neural networks. Correct classification …
Paper Group ANR 566

Paper Group ANR 566

May 5, 2019

A New Spectral Method for Latent Variable Models. Knowledge Graph Representation with Jointly Structural and Textual Encoding. Generating Semi-Synthetic Validation Benchmarks for Embryomics. The Singularity Controversy, Part I: Lessons Learned and Open Questions: Conclusions from the Battle on the Legitimacy of the Debate. A Comparative Analysis of …
Paper Group NANR 101

Paper Group NANR 101

May 5, 2019

Towards Using Conversations with Spoken Dialogue Systems in the Automated Assessment of Non-Native Speakers of English. Developing Corpus of Lecture Utterances Aligned to Slide Components. Training with Exploration Improves a Greedy Stack LSTM Parser. Unsupervised Learning of Prototypical Fillers for Implicit Semantic Role Labeling. Proceedings of …
Paper Group NANR 105

Paper Group NANR 105

May 5, 2019

Filling a Knowledge Graph with a Crowd. Proceedings of the 6th Workshop on South and Southeast Asian Natural Language Processing (WSSANLP2016). Metonymy Analysis Using Associative Relations between Words. Detecting Context Dependence in Exercise Item Candidates Selected from Corpora. UniTN End-to-End Discourse Parser for CoNLL 2016 Shared Task. MAR …
Paper Group NANR 106

Paper Group NANR 106

May 5, 2019

Controlling the Voice of a Sentence in Japanese-to-English Neural Machine Translation. Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing. Proceedings of the Workshop on Structured Prediction for NLP. Annotating Named Entities in Consumer Health Questions. Catching heuristics are optimal control policies. A Study …
Paper Group NANR 11

Paper Group NANR 11

May 5, 2019

Joint quantile regression in vector-valued RKHSs. How does Dictionary Size Influence Performance of Vietnamese Word Segmentation?. Linear Relaxations for Finding Diverse Elements in Metric Spaces. Vectors or Graphs? On Differences of Representations for Distributional Semantic Models. SemEval-2016 Task 10: Detecting Minimal Semantic Units and their …
Paper Group NANR 113

Paper Group NANR 113

May 5, 2019

Supervised Distributional Hypernym Discovery via Domain Adaptation. Towards Deep Learning in Hindi NER: An approach to tackle the Labelled Data Sparsity. IRT-based Aggregation Model of Crowdsourced Pairwise Comparison for Evaluating Machine Translations. Emotion Distribution Learning from Texts. Generating Abbreviations for Chinese Named Entities U …
Paper Group NANR 115

Paper Group NANR 115

May 5, 2019

UWaterloo at SemEval-2016 Task 5: Minimally Supervised Approaches to Aspect-Based Sentiment Analysis. Mining Parallel Corpora from Sina Weibo and Twitter. Automatic Anomaly Detection for Dysarthria across Two Speech Styles: Read vs Spontaneous Speech. Statistical Machine Translation between Related Languages. Collaborative Development of a Rule-Bas …
Paper Group NANR 121

Paper Group NANR 121

May 5, 2019

Whitepaper of NEWS 2016 Shared Task on Machine Transliteration. A comparison of Named-Entity Disambiguation and Word Sense Disambiguation. Tohoku at SemEval-2016 Task 6: Feature-based Model versus Convolutional Neural Network for Stance Detection. Incremental Prediction of Sentence-final Verbs: Humans versus Machines. Semantic Annotation of the ACL …
Paper Group NANR 123

Paper Group NANR 123

May 5, 2019

Evaluating Context Selection Strategies to Build Emotive Vector Space Models. Cross-lingual Linking of Multi-word Entities and their corresponding Acronyms. Universal Dependencies v1: A Multilingual Treebank Collection. Design of an Input Method for Taiwanese Hokkien using Unsupervized Word Segmentation for Language Modeling. Evaluating embeddings …
Paper Group NANR 126

Paper Group NANR 126

May 5, 2019

Questioning Arbitrariness in Language: a Data-Driven Study of Conventional Iconicity. Drop-out Conditional Random Fields for Twitter with Huge Mined Gazetteer. Evaluation Set for Slovak News Information Retrieval. The Forget-me-not Process. Neural Scoring Function for MST Parser. Deep Learning for Sentiment Analysis - Invited Talk. Extraction of Ke …
Paper Group NANR 129

Paper Group NANR 129

May 5, 2019

Philippine Language Resources: Applications, Issues, and Directions. Generating a Linguistic Model for Requirement Quality Analysis. Mongolian Named Entity Recognition System with Rich Features. A Joint Model for Answer Sentence Ranking and Answer Extraction. Supervised learning through the lens of compression. Yggdrasil: An Optimized System for Tr …
Paper Group NANR 131

Paper Group NANR 131

May 5, 2019

Linguistic Style Accommodation in Disagreements. SlangNet: A WordNet like resource for English Slang. ANEW+: Automatic Expansion and Validation of Affective Norms of Words Lexicons in Multiple Languages. Improving Neural Translation Models with Linguistic Factors. Solving the AL Chicken-and-Egg Corpus and Model Problem: Model-free Active Learning f …
Paper Group NANR 132

Paper Group NANR 132

May 5, 2019

Eyes Don’t Lie: Predicting Machine Translation Quality Using Eye Movement. 以語言模型評估學習者文句修改前後之流暢度(Using language model to assess the fluency of learners sentences edited by teachers)[In Chinese]. Investigating LSTMs for Joint Extraction of Opinion Entities and Relations. Knowledge-Driven Event Embedding for Stock Prediction. Information structure in …
Paper Group NANR 134

Paper Group NANR 134

May 5, 2019

CommonCOW: Massively Huge Web Corpora from CommonCrawl Data and a Method to Distribute them Freely under Restrictive EU Copyright Laws. Evaluating Lexical Similarity to build Sentiment Similarity. SemEval 2016 Task 11: Complex Word Identification. The development of a web corpus of Hindi language and corpus-based comparative studies to Japanese. Th …
Paper Group NANR 135

Paper Group NANR 135

May 5, 2019

The Power of Language Music: Arabic Lemmatization through Patterns. Effects of Communicative Pressures on Novice L2 Learners’ Use of Optional Formal Devices. Scaling a Natural Language Generation System. Best of Both Worlds: Making Word Sense Embeddings Interpretable. The hunvec framework for NN-CRF-based sequential tagging. Learning Word Meta-Embe …