Search Results for author: Jinglei Zhang

Found 5 papers, 2 papers with code

Relational Contrastive Learning for Scene Text Recognition

1 code implementation1 Aug 2023 Jinglei Zhang, Tiancheng Lin, Yi Xu, Kai Chen, Rui Zhang

We argue that such prior contextual information can be interpreted as the relations of textual primitives due to the heterogeneous text and background, which can provide effective self-supervised labels for representation learning.

Contrastive Learning Representation Learning +1

Reviewing Labels: Label Graph Network with Top-k Prediction Set for Relation Extraction

no code implementations29 Dec 2022 Bo Li, Wei Ye, Jinglei Zhang, Shikun Zhang

Specifically, for a given sample, we build a label graph to review candidate labels in the Top-k prediction set and learn the connections between them.

Relation Relation Extraction

Sequence Generation with Label Augmentation for Relation Extraction

1 code implementation29 Dec 2022 Bo Li, Dingyao Yu, Wei Ye, Jinglei Zhang, Shikun Zhang

Sequence generation demonstrates promising performance in recent information extraction efforts, by incorporating large-scale pre-trained Seq2Seq models.

Relation Relation Extraction

SU(2) hadrons on a quantum computer

no code implementations17 Feb 2021 Yasar Atas, Jinglei Zhang, Randy Lewis, Amin Jahanpour, Jan F. Haase, Christine A. Muschik

We realize, for the first time, a non-Abelian gauge theory with both gauge and matter fields on a quantum computer.

Quantum Physics High Energy Physics - Lattice

Leveraging Code Generation to Improve Code Retrieval and Summarization via Dual Learning

no code implementations24 Feb 2020 Wei Ye, Rui Xie, Jinglei Zhang, Tianxiang Hu, Xiaoyin Wang, Shikun Zhang

Since both tasks aim to model the association between natural language and programming language, recent studies have combined these two tasks to improve their performance.

Code Generation Code Summarization +3

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