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Xintong Yu

3 accepted papers

2023

ERNIE-ViLG 2.0: Improving Text-to-Image Diffusion Model With Knowledge-Enhanced Mixture-of-Denoising-Experts

CVPR 2023highlight

Recent progress in diffusion models has revolutionized the popular technology of text-to-image generation. While existing approaches could produce photorealistic high-resolution images with text conditions, there are still several open problems to be solved, which limits the further improvement of i…

Cited by 140SourcePDFScholar
2022

METGEN: A Module-Based Entailment Tree Generation Framework for Answer Explanation

NAACL 2022findings

Knowing the reasoning chains from knowledge to the predicted answers can help construct an explainable question answering (QA) system. Advances on QA explanation propose to explain the answers with entailment trees composed of multiple entailment steps. While current work proposes to generate entail…

2021

Exophoric Pronoun Resolution in Dialogues with Topic Regularization

EMNLP 2021main

Resolving pronouns to their referents has long been studied as a fundamental natural language understanding problem. Previous works on pronoun coreference resolution (PCR) mostly focus on resolving pronouns to mentions in text while ignoring the exophoric scenario. Exophoric pronouns are common in d…