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Generative Models

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Papers

Keyphrase Generation Beyond the Boundaries of Title and Abstract EMNLP 2022
MCPG: A Flexible Multi-Level Controllable Framework for Unsupervised Paraphrase Generation EMNLP 2022
Generative Aspect-Based Sentiment Analysis with Contrastive Learning and Expressive Structure EMNLP 2022
Refinement Matters: Textual Description Needs to be Refined for Zero-shot Learning EMNLP 2022
Recurrence Boosts Diversity! Revisiting Recurrent Latent Variable in Transformer-Based Variational AutoEncoder for Diverse Text Generation EMNLP 2022
DALLE-2 is Seeing Double: Flaws in Word-to-Concept Mapping in Text2Image Models EMNLP 2022
Disentangled Variational Topic Inference for Topic-Accurate Financial Report Generation EMNLP 2022
Generating Coherent Narratives with Subtopic Planning to Answer How-to Questions EMNLP 2022
A Large-Scale Dataset for Biomedical Keyphrase Generation EMNLP 2022
Target-Level Sentence Simplification as Controlled Paraphrasing EMNLP 2022
Improving Text Simplification with Factuality Error Detection EMNLP 2022
Towards Arabic Sentence Simplification via Classification and Generative Approaches EMNLP 2022
Generating Classical Arabic Poetry using Pre-trained Models EMNLP 2022
NatiQ: An End-to-end Text-to-Speech System for Arabic EMNLP 2022
Analyzing the Use of Influence Functions for Instance-Specific Data Filtering in Neural Machine Translation EMNLP 2022
How Faithful is your Synthetic Data? Sample-level Metrics for Evaluating and Auditing Generative Models ICML 2022
How Tempering Fixes Data Augmentation in Bayesian Neural Networks ICML 2022
Estimating the Optimal Covariance with Imperfect Mean in Diffusion Probabilistic Models ICML 2022
Matching Normalizing Flows and Probability Paths on Manifolds ICML 2022
Style Equalization: Unsupervised Learning of Controllable Generative Sequence Models ICML 2022
ME-GAN: Learning Panoptic Electrocardio Representations for Multi-view ECG Synthesis Conditioned on Heart Diseases ICML 2022
Diffusion bridges vector quantized variational autoencoders ICML 2022
Marginal Distribution Adaptation for Discrete Sets via Module-Oriented Divergence Minimization ICML 2022
SE(3) Equivariant Graph Neural Networks with Complete Local Frames ICML 2022
From data to functa: Your data point is a function and you can treat it like one ICML 2022