| A note on concentration inequality for vector-valued martingales with weak exponential-type tails | Sep 6, 2018 | Dimensionality ReductionLEMMA | —Unverified | 0 |
| Copenhagen at CoNLL--SIGMORPHON 2018: Multilingual Inflection in Context with Explicit Morphosyntactic Decoding | Sep 5, 2018 | DecoderLEMMA | —Unverified | 0 |
| Certified Mapper: Repeated testing for acyclicity and obstructions to the nerve lemma | Aug 29, 2018 | LEMMA | —Unverified | 0 |
| MADARi: A Web Interface for Joint Arabic Morphological Annotation and Spelling Correction | Aug 25, 2018 | Dialect IdentificationLEMMA | —Unverified | 0 |
| Approximation Schemes for Low-Rank Binary Matrix Approximation Problems | Jul 18, 2018 | ClusteringConstrained Clustering | —Unverified | 0 |
| Character-level Supervision for Low-resource POS Tagging | Jul 1, 2018 | Feature EngineeringLEMMA | —Unverified | 0 |
| NILC-SWORNEMO at the Surface Realization Shared Task: Exploring Syntax-Based Word Ordering using Neural Models | Jul 1, 2018 | Language ModelingLanguage Modelling | —Unverified | 0 |
| A Sauer-Shelah-Perles Lemma for Sumsets | Jun 14, 2018 | LEMMA | —Unverified | 0 |
| Degrees of Freedom and Model Selection for k-means Clustering | Jun 6, 2018 | ClusteringLEMMA | CodeCode Available | 0 |
| TeamDL at SemEval-2018 Task 8: Cybersecurity Text Analysis using Convolutional Neural Network and Conditional Random Fields | Jun 1, 2018 | General ClassificationLEMMA | —Unverified | 0 |
| Morphological analysis using a sequence decoder | May 21, 2018 | DecoderLEMMA | CodeCode Available | 0 |
| How Many Samples are Needed to Estimate a Convolutional or Recurrent Neural Network? | May 21, 2018 | LEMMA | —Unverified | 0 |
| Compressed Dictionary Learning | May 2, 2018 | Dictionary LearningDimensionality Reduction | —Unverified | 0 |
| N-fold Superposition: Improving Neural Networks by Reducing the Noise in Feature Maps | Apr 23, 2018 | LEMMA | —Unverified | 0 |
| Variance-Aware Regret Bounds for Undiscounted Reinforcement Learning in MDPs | Mar 5, 2018 | LEMMAreinforcement-learning | —Unverified | 0 |
| Neural Morphological Tagging of Lemma Sequences for Machine Translation | Mar 1, 2018 | LEMMAMachine Translation | —Unverified | 0 |
| Estimator of Prediction Error Based on Approximate Message Passing for Penalized Linear Regression | Feb 20, 2018 | LEMMAPrediction | —Unverified | 0 |
| Generalizing Bottleneck Problems | Feb 16, 2018 | LEMMA | —Unverified | 0 |
| The Vertex Sample Complexity of Free Energy is Polynomial | Feb 16, 2018 | LEMMA | —Unverified | 0 |
| Rigorous Restricted Isometry Property of Low-Dimensional Subspaces | Jan 30, 2018 | compressed sensingDimensionality Reduction | —Unverified | 0 |
| Approximate Inference via Weighted Rademacher Complexity | Jan 27, 2018 | LEMMA | CodeCode Available | 0 |
| Grammatical Role Embeddings for Enhancements of Relation Density in the Princeton WordNet | Jan 1, 2018 | LEMMAObject | —Unverified | 0 |
| Estimating High-dimensional Non-Gaussian Multiple Index Models via Stein’s Lemma | Dec 1, 2017 | LEMMAVocal Bursts Intensity Prediction | —Unverified | 0 |
| Fisher-Rao Metric, Geometry, and Complexity of Neural Networks | Nov 5, 2017 | LEMMA | CodeCode Available | 0 |
| Orthogonal Machine Learning: Power and Limitations | Nov 1, 2017 | 2kBIG-bench Machine Learning | CodeCode Available | 0 |
| Arbitrage and Geometry | Sep 21, 2017 | LEMMA | —Unverified | 0 |
| Inflection Generation for Spanish Verbs using Supervised Learning | Sep 1, 2017 | LEMMAMachine Translation | —Unverified | 0 |
| An Extensible Multilingual Open Source Lemmatizer | Sep 1, 2017 | Information RetrievalLEMMA | —Unverified | 0 |
| CIC-FBK Approach to Native Language Identification | Sep 1, 2017 | General ClassificationLanguage Identification | —Unverified | 0 |
| Generalizations of Szpilrajn's Theorem in economic and game theories | Aug 15, 2017 | LEMMAVocal Bursts Type Prediction | —Unverified | 0 |
| Sense Contextualization in a Dependency-Based Compositional Distributional Model | Aug 1, 2017 | LEMMARepresentation Learning | —Unverified | 0 |
| High-dimensional Non-Gaussian Single Index Models via Thresholded Score Function Estimation | Aug 1, 2017 | LEMMA | —Unverified | 0 |
| Modeling Target-Side Inflection in Neural Machine Translation | Jul 19, 2017 | LEMMAMachine Translation | —Unverified | 0 |
| Learning Geometric Concepts with Nasty Noise | Jul 5, 2017 | LEMMAOutlier Detection | —Unverified | 0 |
| Align and Copy: UZH at SIGMORPHON 2017 Shared Task for Morphological Reinflection | Jul 5, 2017 | DecoderLEMMA | —Unverified | 0 |
| Context Sensitive Lemmatization Using Two Successive Bidirectional Gated Recurrent Networks | Jul 1, 2017 | AttributeLEMMA | —Unverified | 0 |
| CoNLL-SIGMORPHON 2017 Shared Task: Universal Morphological Reinflection in 52 Languages | Jun 27, 2017 | Data AugmentationInductive Bias | —Unverified | 0 |
| Restricted Isometry Property of Gaussian Random Projection for Finite Set of Subspaces | Apr 7, 2017 | Clusteringcompressed sensing | —Unverified | 0 |
| The Interplay of Semantics and Morphology in Word Embeddings | Apr 6, 2017 | LEMMATAG | CodeCode Available | 0 |
| Geometry of Policy Improvement | Apr 6, 2017 | Decision MakingLEMMA | —Unverified | 0 |
| Supervised and unsupervised approaches to measuring usage similarity | Apr 1, 2017 | LEMMAWord Sense Disambiguation | —Unverified | 0 |
| Morphological Analysis without Expert Annotation | Apr 1, 2017 | LEMMAMorphological Analysis | —Unverified | 0 |
| Gender Profiling for Slovene Twitter communication: the Influence of Gender Marking, Content and Style | Apr 1, 2017 | Gender ClassificationGeneral Classification | —Unverified | 0 |
| Simple Compound Splitting for German | Apr 1, 2017 | Information RetrievalLEMMA | —Unverified | 0 |
| One-Shot Neural Cross-Lingual Transfer for Paradigm Completion | Mar 31, 2017 | Cross-Lingual TransferDecoder | —Unverified | 0 |
| Adversarial Source Identification Game with Corrupted Training | Mar 27, 2017 | LEMMA | —Unverified | 0 |
| Microstructure under the Microscope: Tools to Survive and Thrive in The Age of (Too Much) Information | Mar 26, 2017 | Dimensionality ReductionLEMMA | —Unverified | 0 |
| On the Interplay between Strong Regularity and Graph Densification | Mar 21, 2017 | LEMMA | —Unverified | 0 |
| Machine Learning Friendly Set Version of Johnson-Lindenstrauss Lemma | Mar 4, 2017 | BIG-bench Machine LearningClustering | —Unverified | 0 |
| Context-Aware Prediction of Derivational Word-forms | Feb 22, 2017 | DecoderForm | CodeCode Available | 0 |