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Supervised Learning

988 directly classified papers

Papers per year

Papers

NEWS 2018 Whitepaper ACL 2018
A Computational Approach to Feature Extraction for Identification of Suicidal Ideation in Tweets ACL 2018
Comprehensive Supersense Disambiguation of English Prepositions and Possessives ACL 2018
Argument Strength is in the Eye of the Beholder: Audience Effects in Persuasion EACL 2017
Time-Accuracy Tradeoffs in Kernel Prediction: Controlling Prediction Quality JMLR 2017
On Computationally Tractable Selection of Experiments in Measurement-Constrained Regression Models JMLR 2017
Regularization and the small-ball method II: complexity dependent error rates JMLR 2017
Matrix Completion with Noisy Entries and Outliers JMLR 2017
IMS at the CoNLL 2017 UD Shared Task: CRFs and Perceptrons Meet Neural Networks CONLL 2017
Making Neural QA as Simple as Possible but not Simpler CONLL 2017
A Supervised Approach to Extractive Summarisation of Scientific Papers CONLL 2017
Learning Word Representations with Regularization from Prior Knowledge CONLL 2017
The Effect of Different Writing Tasks on Linguistic Style: A Case Study of the ROC Story Cloze Task CONLL 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
Locality Adaptive Discriminant Analysis IJCAI 2017
Using Argument-based Features to Predict and Analyse Review Helpfulness EMNLP 2017
On the Influence of Modifying Magnitude and Phase Spectrum to Enhance Noisy Speech Signals INTERSPEECH 2017
Binaural Reverberant Speech Separation Based on Deep Neural Networks INTERSPEECH 2017
Efficient Private ERM for Smooth Objectives IJCAI 2017
Multi-Class Support Vector Machine via Maximizing Multi-Class Margins IJCAI 2017
Robust Softmax Regression for Multi-class Classification with Self-Paced Learning IJCAI 2017
Learning Homophily Couplings from Non-IID Data for Joint Feature Selection and Noise-Resilient Outlier Detection IJCAI 2017
Cost-Effective Active Learning from Diverse Labelers IJCAI 2017