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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

Improved Expressivity Through Dendritic Neural Networks NIPS 2018
Model Agnostic Supervised Local Explanations NIPS 2018
A Computational Model for the Linguistic Notion of Morphological Paradigm COLING 2018
Supervised I-vector Modeling - Theory and Applications INTERSPEECH 2018
Objective Function Learning to Match Human Judgements for Optimization-Based Summarization NAACL 2018
Text Segmentation as a Supervised Learning Task NAACL 2018
IITP at SemEval-2017 Task 8 : A Supervised Approach for Rumour Evaluation SEMEVAL 2017
Efficient Modeling of Latent Information in Supervised Learning using Gaussian Processes NIPS 2017
Identifying Humor in Reviews using Background Text Sources EMNLP 2017
Morphological Analysis of the Dravidian Language Family EACL 2017
ECNU at SemEval-2017 Task 8: Rumour Evaluation Using Effective Features and Supervised Ensemble Models SEMEVAL 2017
A Supervised Approach to Extractive Summarisation of Scientific Papers CONLL 2017
Locality Adaptive Discriminant Analysis IJCAI 2017
Demographic Word Embeddings for Racism Detection on Twitter IJCNLP 2017
Neural Message Passing for Quantum Chemistry ICML 2017
Word Sense Disambiguation: A Unified Evaluation Framework and Empirical Comparison EACL 2017
Synthesizing Samples for Zero-shot Learning IJCAI 2017
A Fully Convolutional Neural Network for Speech Enhancement INTERSPEECH 2017
Recognizing Counterfactual Thinking in Social Media Texts ACL 2017
Supervised Learning of Universal Sentence Representations from Natural Language Inference Data EMNLP 2017
Train-O-Matic: Large-Scale Supervised Word Sense Disambiguation in Multiple Languages without Manual Training Data EMNLP 2017
Multi-Positive and Unlabeled Learning IJCAI 2017
On the Complexity of Learning from Label Proportions IJCAI 2017
Filling the Blanks (hint: plural noun) for Mad Libs Humor EMNLP 2017
Regularization and the small-ball method II: complexity dependent error rates JMLR 2017