Audio Recording Device Identification Based on Deep Learning. Generic Feature Learning for Wireless Capsule Endoscopy Analysis. Gaussian Process Regression for Out-of-Sample Extension. Unsupervised Dialogue Act Induction using Gaussian Mixtures. The Role of Context Types and Dimensionality in Learning Word Embeddings. Automatic Segmentation of Dyna …

Adams Conditioning and Likelihood Ratio Transfer Mediated Inference. Bottom-Up Top-Down Cues for Weakly-Supervised Semantic Segmentation. Sparse Boltzmann Machines with Structure Learning as Applied to Text Analysis. Information Projection and Approximate Inference for Structured Sparse Variables. Learning Moore Machines from Input-Output Traces. A …

Deconvolutional Feature Stacking for Weakly-Supervised Semantic Segmentation. Neighborhood Features Help Detecting Non-Technical Losses in Big Data Sets. Part-of-Speech Relevance Weights for Learning Word Embeddings. A supermartingale approach to Gaussian process based sequential design of experiments. Query Clustering using Segment Specific Contex …

Target-Bidirectional Neural Models for Machine Transliteration. Large Multi-lingual, Multi-level and Multi-genre Annotation Corpus. A ``Maximal Exclusion’’ Approach to Structural Uncertainty in Dynamic Syntax. Abstractive News Summarization based on Event Semantic Link Network. Consensus Maximization Fusion of Probabilistic Information Extractors. …

Memory-Bounded Left-Corner Unsupervised Grammar Induction on Child-Directed Input. Content-based Influence Modeling for Opinion Behavior Prediction. LIMSI@WMT’16: Machine Translation of News. A Machine Learning based Music Retrieval and Recommendation System. Word embeddings and discourse information for Quality Estimation. papago: A Machine Transl …

WOLVESAAR at SemEval-2016 Task 1: Replicating the Success of Monolingual Word Alignment and Neural Embeddings for Semantic Textual Similarity. SimiHawk at SemEval-2016 Task 1: A Deep Ensemble System for Semantic Textual Similarity. Korean FrameNet Expansion Based on Projection of Japanese FrameNet. Improved Word Embeddings with Implicit Structure I …

Variance Reduction in Stochastic Gradient Langevin Dynamics. A Comparison of Event Representations in DEFT. Arabic Dialect Identification in Speech Transcripts. Proximal Stochastic Methods for Nonsmooth Nonconvex Finite-Sum Optimization. Attention-based LSTM Network for Cross-Lingual Sentiment Classification. 基於深層類神經網路之音訊事件偵測系統(Deep Neural Networks …

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 …

A Large DataBase of Hypernymy Relations Extracted from the Web.. How Regular is Japanese Loanword Adaptation? A Computational Study. Lifelong Learning with Weighted Majority Votes. Social and linguistic behavior and its correlation to trait empathy. Synthesis of MCMC and Belief Propagation. Sentiment Analysis in Social Networks through Topic modeli …