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Generative Models

6,381 papers

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Papers

Survival Seq2Seq: A Survival Model based on Sequence to Sequence Architecture MLHC 2022
Latent Temporal Flows for Multivariate Analysis of Wearables Data MLHC 2022
EMIXER: End-to-end Multimodal X-ray Generation via Self-supervision MLHC 2022
ICE-NODE: Integration of Clinical Embeddings with Neural Ordinary Differential Equations MLHC 2022
Diversifying Neural Dialogue Generation via Negative Distillation NAACL 2022
On Synthetic Data for Back Translation NAACL 2022
CoSe-Co: Text Conditioned Generative CommonSense Contextualizer NAACL 2022
A Study of Syntactic Multi-Modality in Non-Autoregressive Machine Translation NAACL 2022
Don’t Take It Literally: An Edit-Invariant Sequence Loss for Text Generation NAACL 2022
Falsesum: Generating Document-level NLI Examples for Recognizing Factual Inconsistency in Summarization NAACL 2022
GMN: Generative Multi-modal Network for Practical Document Information Extraction NAACL 2022
One Reference Is Not Enough: Diverse Distillation with Reference Selection for Non-Autoregressive Translation NAACL 2022
Generative Biomedical Entity Linking via Knowledge Base-Guided Pre-training and Synonyms-Aware Fine-tuning NAACL 2022
Generative Cross-Domain Data Augmentation for Aspect and Opinion Co-Extraction NAACL 2022
Robust (Controlled) Table-to-Text Generation with Structure-Aware Equivariance Learning NAACL 2022
Cryptocurrency Bubble Detection: A New Stock Market Dataset, Financial Task & Hyperbolic Models NAACL 2022
Exploiting Inductive Bias in Transformers for Unsupervised Disentanglement of Syntax and Semantics with VAEs NAACL 2022
MOVER: Mask, Over-generate and Rank for Hyperbole Generation NAACL 2022
Augmenting Poetry Composition with Verse by Verse NAACL 2022
An End-to-End Dialogue Summarization System for Sales Calls NAACL 2022
PromptGen: Automatically Generate Prompts using Generative Models NAACL 2022
Learn To Remember: Transformer with Recurrent Memory for Document-Level Machine Translation NAACL 2022
MixQG: Neural Question Generation with Mixed Answer Types NAACL 2022
SeaD: End-to-end Text-to-SQL Generation with Schema-aware Denoising NAACL 2022
A Timestep aware Sentence Embedding and Acme Coverage for Brief but Informative Title Generation NAACL 2022