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Bunyamin Sisman

2 accepted papers

2024

Diffusion Models for Multi-Task Generative Modeling

ICLR 2024poster

Diffusion-based generative modeling has been achieving state-of-the-art results on various generation tasks. Most diffusion models, however, are limited to a single-generation modeling. Can we generalize diffusion models with the ability of multi-modal generative training for more generalizable mode…

Cited by 7SourcePDFScholar
2021

CoRI: Collective Relation Integration with Data Augmentation for Open Information Extraction

ACL 2021long

Integrating extracted knowledge from the Web to knowledge graphs (KGs) can facilitate tasks like question answering. We study relation integration that aims to align free-text relations in subject-relation-object extractions to relations in a target KG. To address the challenge that free-text relati…