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Classification

15,805 papers

Papers per year

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Papers

NuC-MKL: A Convex Approach to Non Linear Multiple Kernel Learning AISTATS 2016
Nonparametric Budgeted Stochastic Gradient Descent AISTATS 2016
Fast and Scalable Structural SVM with Slack Rescaling AISTATS 2016
A Deep Generative Deconvolutional Image Model AISTATS 2016
A Convex Surrogate Operator for General Non-Modular Loss Functions AISTATS 2016
Improper Deep Kernels AISTATS 2016
Provable Tensor Methods for Learning Mixtures of Generalized Linear Models AISTATS 2016
Active Learning Algorithms for Graphical Model Selection AISTATS 2016
Boosting for Efficient Model Selection for Syntactic Parsing COLING 2016
CATENA: CAusal and TEmporal relation extraction from NAtural language texts COLING 2016
Assigning Fine-grained PoS Tags based on High-precision Coarse-grained Tagging COLING 2016
Product Classification in E-Commerce using Distributional Semantics COLING 2016
K-SRL: Instance-based Learning for Semantic Role Labeling COLING 2016
Learning to Identify Sentence Parallelism in Student Essays COLING 2016
Adverse Drug Reaction Classification With Deep Neural Networks COLING 2016
‘Calling on the classical phone’: a distributional model of adjective-noun errors in learners’ English COLING 2016
Siamese Convolutional Networks for Cognate Identification COLING 2016
A Hybrid Approach to Generation of Missing Abstracts in Biomedical Literature COLING 2016
Weighted Neural Bag-of-n-grams Model: New Baselines for Text Classification COLING 2016
A Deeper Look into Sarcastic Tweets Using Deep Convolutional Neural Networks COLING 2016
Semantic Annotation Aggregation with Conditional Crowdsourcing Models and Word Embeddings COLING 2016
Incremental Fine-grained Information Status Classification Using Attention-based LSTMs COLING 2016
Detection, Disambiguation and Argument Identification of Discourse Connectives in Chinese Discourse Parsing COLING 2016
Modeling Discourse Segments in Lyrics Using Repeated Patterns COLING 2016
Multimodal Mood Classification - A Case Study of Differences in Hindi and Western Songs COLING 2016