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supervised learning

434 papers

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SL

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text classification (6776) neural network (6616) representation learning (6174) large language model (12755) reinforcement learning (4122) sentiment analysis (2079) contrastive learning (3979) feature learning (1309) kernel methods (1096) natural language processing (2027)

Papers

ECNU at SemEval-2018 Task 10: Evaluating Simple but Effective Features on Machine Learning Methods for Semantic Difference Detection SEMEVAL 2018
Scoring Lexical Entailment with a Supervised Directional Similarity Network ACL 2018
Predicting Concreteness and Imageability of Words Within and Across Languages via Word Embeddings ACL 2018
CTSys at SemEval-2018 Task 3: Irony in Tweets SEMEVAL 2018
ARB-SEN at SemEval-2018 Task1: A New Set of Features for Enhancing the Sentiment Intensity Prediction in Arabic Tweets SEMEVAL 2018
Comprehensive Supersense Disambiguation of English Prepositions and Possessives ACL 2018
FEUP at SemEval-2018 Task 5: An Experimental Study of a Question Answering System SEMEVAL 2018
Learning End-to-End Goal-Oriented Dialog with Multiple Answers EMNLP 2018
Labeled Anchors and a Scalable, Transparent, and Interactive Classifier EMNLP 2018
HGSGNLP at IEST 2018: An Ensemble of Machine Learning and Deep Neural Architectures for Implicit Emotion Classification in Tweets EMNLP 2018
Learning Word Embeddings for Data Sparse and Sentiment Rich Data Sets NAACL 2018
Evidence Type Classification in Randomized Controlled Trials EMNLP 2018
Supervised Machine Learning for Extractive Query Based Summarisation of Biomedical Data EMNLP 2018
A hybrid pipeline of rules and machine learning to filter web-crawled parallel corpora EMNLP 2018
UTFPR at WMT 2018: Minimalistic Supervised Corpora Filtering for Machine Translation EMNLP 2018
Causal Inference in Time Series via Supervised Learning IJCAI 2018
The Weighted Kendall and High-order Kernels for Permutations ICML 2018
Learning Gaussian Processes by Minimizing PAC-Bayesian Generalization Bounds NIPS 2018
Active Learning with Logged Data ICML 2018
Gradient Descent for Spiking Neural Networks NIPS 2018
Simple Algorithms For Sentiment Analysis On Sentiment Rich, Data Poor Domains. COLING 2018
A Theory of Learning with Corrupted Labels JMLR 2018
A Provable Algorithm for Learning Interpretable Scoring Systems AISTATS 2018
Spectral Feature Scaling Method for Supervised Dimensionality Reduction IJCAI 2018
PreCo: A Large-scale Dataset in Preschool Vocabulary for Coreference Resolution EMNLP 2018