latent variable

Structured Attention for Unsupervised Dialogue Structure Induction EMNLP 2020 Sum-Product Network Decompilation PGM 2020 Switching Regression Models and Causal Inference in the Presence of Discrete Latent Variables JMLR 2020 Target Conditioning for One-to-Many Generation EMNLP 2020 Tensors over Semirings for Latent-Variable Weighted Logic Programs ACL 2020 Topic Enhanced Controllable CVAE for Dialogue Generation (Student Abstract) AAAI 2020 Towards Interpretable Natural Language Understanding with Explanations as Latent Variables NeurIPS 2020 Variational Hierarchical Dialog Autoencoder for Dialog State Tracking Data Augmentation EMNLP 2020 Variational Neural Machine Translation with Normalizing Flows ACL 2020 VCDM: Leveraging Variational Bi-encoding and Deep Contextualized Word Representations for Improved Definition Modeling EMNLP 2020 Weakly Supervised Disentanglement by Pairwise Similarities AAAI 2020 Zero-Resource Knowledge-Grounded Dialogue Generation NeurIPS 2020 A Discrete Hard EM Approach for Weakly Supervised Question Answering EMNLP 2019 A Generative Model For Electron Paths ICLR 2019 An Algorithm to Learn Polytree Networks with Hidden Nodes NeurIPS 2019 Analyzing Inverse Problems with Invertible Neural Networks ICLR 2019 A Study of Latent Structured Prediction Approaches to Passage Reranking NAACL 2019 A Surprisingly Effective Fix for Deep Latent Variable Modeling of Text EMNLP 2019 A Variational Approach to Weakly Supervised Document-Level Multi-Aspect Sentiment Classification NAACL 2019 Better Exploiting Latent Variables in Text Modeling ACL 2019 Causal Discovery with General Non-Linear Relationships using Non-Linear ICA UAI 2019 Characterization and Learning of Causal Graphs with Latent Variables from Soft Interventions NeurIPS 2019 Compound Probabilistic Context-Free Grammars for Grammar Induction ACL 2019 Contextualization of Morphological Inflection NAACL 2019 Dirichlet Latent Variable Hierarchical Recurrent Encoder-Decoder in Dialogue Generation EMNLP 2019