Search Results for author: Haoyun Hong

Found 4 papers, 4 papers with code

A Self-supervised Method for Entity Alignment

1 code implementation • 17 Jun 2021 • Xiao Liu, Haoyun Hong, Xinghao Wang, Zeyi Chen, Evgeny Kharlamov, Yuxiao Dong, Jie Tang

We present SelfKG by leveraging this discovery to design a contrastive learning strategy across two KGs.

Contrastive Learning Entity Alignment +2

65

Paper
Code

Zero-Shot Information Extraction as a Unified Text-to-Triple Translation

1 code implementation • EMNLP 2021 • Chenguang Wang, Xiao Liu, Zui Chen, Haoyun Hong, Jie Tang, Dawn Song

We cast a suite of information extraction tasks into a text-to-triple translation framework.

Ranked #1 on Open Information Extraction on OIE2016 (using extra training data)

Factual probe Language Modelling +3

105

Paper
Code

SelfKG: Self-Supervised Entity Alignment in Knowledge Graphs

1 code implementation • 2 Mar 2022 • Xiao Liu, Haoyun Hong, Xinghao Wang, Zeyi Chen, Evgeny Kharlamov, Yuxiao Dong, Jie Tang

We present SelfKG with efficient strategies to optimize this objective for aligning entities without label supervision.

Entity Alignment Knowledge Graphs +1

65

Paper
Code

DeepStruct: Pretraining of Language Models for Structure Prediction

1 code implementation • Findings (ACL) 2022 • Chenguang Wang, Xiao Liu, Zui Chen, Haoyun Hong, Jie Tang, Dawn Song

We introduce a method for improving the structural understanding abilities of language models.

Ranked #1 on Open Information Extraction on Penn Treebank

coreference-resolution Dialogue State Tracking +11

77

Paper
Code

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