Supervised Learning

ClassifierGuesser: A Context-based Classifier Prediction System for Chinese Language Learners IJCNLP 2017 Controlling Human Perception of Basic User Traits EMNLP 2017 Cost-Effective Active Learning from Diverse Labelers IJCAI 2017 Crowd-Sourced Iterative Annotation for Narrative Summarization Corpora EACL 2017 CYUT at IJCNLP-2017 Task 3: System Report for Review Opinion Diversification IJCNLP 2017 DART: Noise Injection for Robust Imitation Learning CoRL 2017 Data-Driven Broad-Coverage Grammars for Opinionated Natural Language Generation (ONLG) ACL 2017 Demographic Word Embeddings for Racism Detection on Twitter IJCNLP 2017 DNN-Based Feature Extraction and Classifier Combination for Child-Directed Speech, Cold and Snoring Identification Interspeech 2017 Don’t Stop Me Now! Using Global Dynamic Oracles to Correct Training Biases of Transition-Based Dependency Parsers EACL 2017 Dual Supervised Learning ICML 2017 Duluth at SemEval-2017 Task 6: Language Models in Humor Detection SemEval 2017 ECNU at SemEval-2017 Task 4: Evaluating Effective Features on Machine Learning Methods for Twitter Message Polarity Classification SemEval 2017 Efficient Private ERM for Smooth Objectives IJCAI 2017 Encoding Sentences with Graph Convolutional Networks for Semantic Role Labeling EMNLP 2017 Fermi at SemEval-2017 Task 7: Detection and Interpretation of Homographic puns in English Language SemEval 2017 Finding Patterns in Noisy Crowds: Regression-based Annotation Aggregation for Crowdsourced Data EMNLP 2017 Forest-type Regression with General Losses and Robust Forest ICML 2017 Hybrid Code Networks: practical and efficient end-to-end dialog control with supervised and reinforcement learning ACL 2017 Identifying Humor in Reviews using Background Text Sources EMNLP 2017 IITP at SemEval-2017 Task 8 : A Supervised Approach for Rumour Evaluation SemEval 2017 Improving Chinese Semantic Role Labeling using High-quality Surface and Deep Case Frames EACL 2017 IMS at the CoNLL 2017 UD Shared Task: CRFs and Perceptrons Meet Neural Networks CoNLL 2017 INF-UFRGS at SemEval-2017 Task 5: A Supervised Identification of Sentiment Score in Tweets and Headlines SemEval 2017 JFLEG: A Fluency Corpus and Benchmark for Grammatical Error Correction EACL 2017