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Supervised Learning

989 papers

Papers per year

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Papers

A Structured Learning Approach to Temporal Relation Extraction EMNLP 2017
A Continuously Growing Dataset of Sentential Paraphrases EMNLP 2017
What is it? Disambiguating the different readings of the pronoun ‘it’ EMNLP 2017
Using Argument-based Features to Predict and Analyse Review Helpfulness EMNLP 2017
Encoding Sentences with Graph Convolutional Networks for Semantic Role Labeling EMNLP 2017
Finding Patterns in Noisy Crowds: Regression-based Annotation Aggregation for Crowdsourced Data EMNLP 2017
Joint Syntacto-Discourse Parsing and the Syntacto-Discourse Treebank EMNLP 2017
Controlling Human Perception of Basic User Traits EMNLP 2017
Bringing Structure into Summaries: Crowdsourcing a Benchmark Corpus of Concept Maps EMNLP 2017
SupWSD: A Flexible Toolkit for Supervised Word Sense Disambiguation EMNLP 2017
Kernelized Support Tensor Machines ICML 2017
Forest-type Regression with General Losses and Robust Forest ICML 2017
Selective Inference for Sparse High-Order Interaction Models ICML 2017
Dual Supervised Learning ICML 2017
On the Complexity of Learning from Label Proportions IJCAI 2017
Cost-Effective Active Learning from Diverse Labelers IJCAI 2017
Locality Adaptive Discriminant Analysis IJCAI 2017
Learning Homophily Couplings from Non-IID Data for Joint Feature Selection and Noise-Resilient Outlier Detection IJCAI 2017
Robust Softmax Regression for Multi-class Classification with Self-Paced Learning IJCAI 2017
Multi-Class Support Vector Machine via Maximizing Multi-Class Margins IJCAI 2017
Efficient Private ERM for Smooth Objectives IJCAI 2017
NMT or SMT: Case Study of a Narrow-domain English-Latvian Post-editing Project IJCNLP 2017
Demographic Word Embeddings for Racism Detection on Twitter IJCNLP 2017
ClassifierGuesser: A Context-based Classifier Prediction System for Chinese Language Learners IJCNLP 2017
Verb Replacer: An English Verb Error Correction System IJCNLP 2017