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Generative Models

7,221 papers

Papers per year

11
34
709
943
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Papers

Deep-speare: A joint neural model of poetic language, meter and rhyme ACL 2018
NeuralREG: An end-to-end approach to referring expression generation ACL 2018
Stock Movement Prediction from Tweets and Historical Prices ACL 2018
NASH: Toward End-to-End Neural Architecture for Generative Semantic Hashing ACL 2018
Paper Abstract Writing through Editing Mechanism ACL 2018
Conditional Generators of Words Definitions ACL 2018
Automatic Spelling Correction for Resource-Scarce Languages using Deep Learning ACL 2018
Variational Inference and Deep Generative Models ACL 2018
Ling@CASS Solution to the NLP-TEA CGED Shared Task 2018 ACL 2018
Learning to Automatically Generate Fill-In-The-Blank Quizzes ACL 2018
Batch Normalized Deep Boltzmann Machines ACML 2018
Cartoon-to-Photo Facial Translation with Generative Adversarial Networks ACML 2018
Sum-Product-Quotient Networks AISTATS 2018
Few-shot Generative Modelling with Generative Matching Networks AISTATS 2018
Gradient Layer: Enhancing the Convergence of Adversarial Training for Generative Models AISTATS 2018
VAE with a VampPrior AISTATS 2018
Multimodal Prediction and Personalization of Photo Edits with Deep Generative Models AISTATS 2018
Scalable Generalized Dynamic Topic Models AISTATS 2018
Metrics for Deep Generative Models AISTATS 2018
Learning Generative Models with Sinkhorn Divergences AISTATS 2018
An Operation Network for Abstractive Sentence Compression COLING 2018
MEMD: A Diversity-Promoting Learning Framework for Short-Text Conversation COLING 2018
Do Character-Level Neural Network Language Models Capture Knowledge of Multiword Expression Compositionality? COLING 2018
An OpenNMT Model to Arabic Broken Plurals COLING 2018
Global Guarantees for Enforcing Deep Generative Priors by Empirical Risk COLT 2018