Search Results for author: Miao Peng

Found 2 papers, 2 papers with code

Pre-trained Language Model with Prompts for Temporal Knowledge Graph Completion

1 code implementation13 May 2023 Wenjie Xu, Ben Liu, Miao Peng, Xu Jia, Min Peng

We train our model with a masking strategy to convert TKGC task into a masked token prediction task, which can leverage the semantic information in pre-trained language models.

Language Modelling Temporal Knowledge Graph Completion

SMiLE: Schema-augmented Multi-level Contrastive Learning for Knowledge Graph Link Prediction

1 code implementation10 Oct 2022 Miao Peng, Ben Liu, Qianqian Xie, Wenjie Xu, Hua Wang, Min Peng

Specifically, we first exploit network schema as the prior constraint to sample negatives and pre-train our model by employing a multi-level contrastive learning method to yield both prior schema and contextual information.

Contrastive Learning Knowledge Graphs +1

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