conftrace_

latent variable

541 papers

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Co-occurring keywords

variational autoencoder (1288) variational inference (2069) latent variable model (564) generative model (2892) graphical model (864) causal inference (1630) causal discovery (460) representation learning (6206) unsupervised learning (3264) dialogue generation (454)

Papers

Towards Inter-character Relationship-driven Story Generation EMNLP 2022
DialogVED: A Pre-trained Latent Variable Encoder-Decoder Model for Dialog Response Generation ACL 2022
Flow-Adapter Architecture for Unsupervised Machine Translation ACL 2022
Structured variational inference in Bayesian state-space models AISTATS 2022
Discrete Opinion Tree Induction for Aspect-based Sentiment Analysis ACL 2022
Towards Robust Unsupervised Disentanglement of Sequential Data — A Case Study Using Music Audio IJCAI 2022
Deep Counterfactual Estimation with Categorical Background Variables NIPS 2022
Sequential Topic Selection Model with Latent Variable for Topic-Grounded Dialogue EMNLP 2022
Hierarchical Sketch Induction for Paraphrase Generation ACL 2022
Towards Efficient Dialogue Pre-training with Transferable and Interpretable Latent Structure EMNLP 2022
Learning Interpretable Latent Dialogue Actions With Less Supervision IJCNLP 2022
Learn Goal-Conditioned Policy with Intrinsic Motivation for Deep Reinforcement Learning AAAI 2022
Latent Time Neural Ordinary Differential Equations AAAI 2022
Modeling Consistency Preference via Lexical Chains for Document-level Neural Machine Translation EMNLP 2022
A Variational Hierarchical Model for Neural Cross-Lingual Summarization ACL 2022
Fuse It More Deeply! A Variational Transformer with Layer-Wise Latent Variable Inference for Text Generation NAACL 2022
Weakly-Supervised Generation and Grounding of Visual Descriptions With Conditional Generative Models CVPR 2022
Learn What Is Possible, Then Choose What Is Best: Disentangling One-To-Many Relations in Language Through Text-based Games EMNLP 2022
Deep Multi-Modal Structural Equations For Causal Effect Estimation With Unstructured Proxies NIPS 2022
EmpHi: Generating Empathetic Responses with Human-like Intents NAACL 2022
Structuring Uncertainty for Fine-Grained Sampling in Stochastic Segmentation Networks NIPS 2022
Weakly Supervised Representation Learning with Sparse Perturbations NIPS 2022
Controlled Text Generation Using Dictionary Prior in Variational Autoencoders ACL 2022
Mutual Information Constraints for Monte-Carlo Objectives to Prevent Posterior Collapse Especially in Language Modelling JMLR 2022
Deep Hierarchy in Bandits ICML 2022