| 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 |
| How Many Samples are Needed to Estimate a Convolutional or Recurrent Neural Network? | May 21, 2018 | LEMMA | —Unverified | 0 |
| Morphological analysis using a sequence decoder | May 21, 2018 | DecoderLEMMA | CodeCode Available | 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 |
| The Vertex Sample Complexity of Free Energy is Polynomial | Feb 16, 2018 | LEMMA | —Unverified | 0 |
| Generalizing Bottleneck Problems | 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 |