latent variable

Discrete Opinion Tree Induction for Aspect-based Sentiment Analysis ACL 2022 Distinguishing discrete and continuous behavioral variability using warped autoregressive HMMs NeurIPS 2022 EmpHi: Generating Empathetic Responses with Human-like Intents NAACL 2022 FactorVAE: A Probabilistic Dynamic Factor Model Based on Variational Autoencoder for Predicting Cross-Sectional Stock Returns AAAI 2022 Flow-Adapter Architecture for Unsupervised Machine Translation ACL 2022 Fuse It More Deeply! A Variational Transformer with Layer-Wise Latent Variable Inference for Text Generation NAACL 2022 Generative Time Series Forecasting with Diffusion, Denoise, and Disentanglement NeurIPS 2022 Hierarchical Sketch Induction for Paraphrase Generation ACL 2022 Identification of Linear Non-Gaussian Latent Hierarchical Structure ICML 2022 Intervention target estimation in the presence of latent variables UAI 2022 Latent Hierarchical Causal Structure Discovery with Rank Constraints NeurIPS 2022 Latent Time Neural Ordinary Differential Equations AAAI 2022 Learn Goal-Conditioned Policy with Intrinsic Motivation for Deep Reinforcement Learning AAAI 2022 Learning Probabilistic Models from Generator Latent Spaces with Hat EBM NeurIPS 2022 Learning Temporally Causal Latent Processes from General Temporal Data ICLR 2022 Learning to Express in Knowledge-Grounded Conversation NAACL 2022 Learn What Is Possible, Then Choose What Is Best: Disentangling One-To-Many Relations in Language Through Text-based Games EMNLP 2022 Micro and Macro Level Graph Modeling for Graph Variational Auto-Encoders NeurIPS 2022 Mitigating the Effects of Non-Identifiability on Inference for Bayesian Neural Networks with Latent Variables JMLR 2022 Modeling Complex Dialogue Mappings via Sentence Semantic Segmentation Guided Conditional Variational Auto-Encoder EMNLP 2022 Modeling Consistency Preference via Lexical Chains for Document-level Neural Machine Translation EMNLP 2022 Moment Matching Deep Contrastive Latent Variable Models AISTATS 2022 Multi-Task Dynamical Systems JMLR 2022 Multi-Task Processes ICLR 2022 Mutual Information Constraints for Monte-Carlo Objectives to Prevent Posterior Collapse Especially in Language Modelling JMLR 2022