Phase transitions and optimal algorithms in high-dimensional Gaussian mixture clustering. On Identification of Sparse Multivariable ARX Model: A Sparse Bayesian Learning Approach. Algorithms for Graph-Constrained Coalition Formation in the Real World. Prior-based Coregistration and Cosegmentation. Playing Atari Games with Deep Reinforcement Learnin …

Combination of LMS Adaptive Filters with Coefficients Feedback. Unsupervised convolutional neural networks for motion estimation. Interaction Screening: Efficient and Sample-Optimal Learning of Ising Models. Learning an Astronomical Catalog of the Visible Universe through Scalable Bayesian Inference. The Neural Noisy Channel. Bayesian Optical Flow …

Paraphrase Generation from Latent-Variable PCFGs for Semantic Parsing. A Data-Driven Approach for Semantic Role Labeling from Induced Grammar Structures in Language. Learning to Reason With Adaptive Computation. Drug response prediction by inferring pathway-response associations with Kernelized Bayesian Matrix Factorization. ABtree: An Algorithm fo …

Orthogonality regularizer for question answering. Error Typology and Remediation Strategies for Requirements Written in English by Non-Native Speakers. Improving POS Tagging of German Learner Language in a Reading Comprehension Scenario. Estonian Dependency Treebank: from Constraint Grammar tagset to Universal Dependencies. Chatbot Technology with …

Machine Translation Evaluation for Arabic using Morphologically-enriched Embeddings. The Scielo Corpus: a Parallel Corpus of Scientific Publications for Biomedicine. Producing Monolingual and Parallel Web Corpora at the Same Time - SpiderLing and Bitextor’s Love Affair. A Multi-domain Corpus of Swedish Word Sense Annotation. A Post-editing Interfac …

Towards a Linguistic Ontology with an Emphasis on Reasoning and Knowledge Reuse. Graphical Annotation for Syntax-Semantics Mapping. MED: The LMU System for the SIGMORPHON 2016 Shared Task on Morphological Reinflection. Analyzing Learner Understanding of Novel L2 Vocabulary. Facing the most difficult case of Semantic Role Labeling: A collaboration o …

Mistake Bounds for Binary Matrix Completion. Building a learner corpus for Russian. Dependency Based Embeddings for Sentence Classification Tasks. Improving Sequence to Sequence Learning for Morphological Inflection Generation: The BIU-MIT Systems for the SIGMORPHON 2016 Shared Task for Morphological Reinflection. Proceedings of the 1st Workshop on …

Implicit readability ranking using the latent variable of a Bayesian Probit model. CTAP: A Web-Based Tool Supporting Automatic Complexity Analysis. Graph- and surface-level sentence chunking. Hit Songs’ Sentiments Harness Public Mood & Predict Stock Market. Combining fast_align with Hierarchical Sub-sentential Alignment for Better Word Alignments …