Supervised Learning

Joint Syntacto-Discourse Parsing and the Syntacto-Discourse Treebank EMNLP 2017 Kernelized Support Tensor Machines ICML 2017 Learning From Synthetic Humans CVPR 2017 Learning Homophily Couplings from Non-IID Data for Joint Feature Selection and Noise-Resilient Outlier Detection IJCAI 2017 Learning Word Representations with Regularization from Prior Knowledge CoNLL 2017 Locality Adaptive Discriminant Analysis IJCAI 2017 LSIS at SemEval-2017 Task 4: Using Adapted Sentiment Similarity Seed Words For English and Arabic Tweet Polarity Classification SemEval 2017 Making Neural QA as Simple as Possible but not Simpler CoNLL 2017 Matrix Completion with Noisy Entries and Outliers JMLR 2017 Morphological Analysis of the Dravidian Language Family EACL 2017 Multi-Class Support Vector Machine via Maximizing Multi-Class Margins IJCAI 2017 NMT or SMT: Case Study of a Narrow-domain English-Latvian Post-editing Project IJCNLP 2017 NTOUA at IJCNLP-2017 Task 2: Predicting Sentiment Scores of Chinese Words and Phrases IJCNLP 2017 On Computationally Tractable Selection of Experiments in Measurement-Constrained Regression Models JMLR 2017 On the Complexity of Learning from Label Proportions IJCAI 2017 On the Influence of Modifying Magnitude and Phase Spectrum to Enhance Noisy Speech Signals Interspeech 2017 Regularization and the small-ball method II: complexity dependent error rates JMLR 2017 Robust Softmax Regression for Multi-class Classification with Self-Paced Learning IJCAI 2017 Selective Inference for Sparse High-Order Interaction Models ICML 2017 SentiHeros at SemEval-2017 Task 5: An application of Sentiment Analysis on Financial Tweets SemEval 2017 Supervised Learning of Automatic Pyramid for Optimization-Based Multi-Document Summarization ACL 2017 SupWSD: A Flexible Toolkit for Supervised Word Sense Disambiguation EMNLP 2017 TakeLab at SemEval-2017 Task 6: #RankingHumorIn4Pages SemEval 2017 The Effect of Different Writing Tasks on Linguistic Style: A Case Study of the ROC Story Cloze Task CoNLL 2017 Time-Accuracy Tradeoffs in Kernel Prediction: Controlling Prediction Quality JMLR 2017