BatchSampler: Sampling Mini-Batches for Contrastive Learning in Vision, Language, and Graphs

Author:

Yang Zhen1ORCID,Huang Tinglin2ORCID,Ding Ming1ORCID,Dong Yuxiao1ORCID,Ying Rex3ORCID,Cen Yukuo1ORCID,Geng Yangliao1ORCID,Tang Jie1ORCID

Affiliation:

1. Tsinghua University, Beijing, China

2. Yale University & Yale University, New Haven, CT, USA

3. Yale University, New Haven, CT, USA

Funder

Technology and Innovation Major Project of the Ministry of Science

NSF of China for Distinguished Young Scholars

Technology of China under Grant

Publisher

ACM

Reference65 articles.

1. Eneko Agirre Carmen Banea Claire Cardie Daniel Cer Mona Diab Aitor Gonzalez-Agirre Weiwei Guo Inigo Lopez-Gazpio Montse Maritxalar Rada Mihalcea etal 2015. Semeval-2015 task 2: Semantic textual similarity english spanish and pilot on interpretability. In SemEval'15. 252--263. Eneko Agirre Carmen Banea Claire Cardie Daniel Cer Mona Diab Aitor Gonzalez-Agirre Weiwei Guo Inigo Lopez-Gazpio Montse Maritxalar Rada Mihalcea et al. 2015. Semeval-2015 task 2: Semantic textual similarity english spanish and pilot on interpretability. In SemEval'15. 252--263.

2. Eneko Agirre Carmen Banea Claire Cardie Daniel M Cer Mona T Diab Aitor Gonzalez-Agirre Weiwei Guo Rada Mihalcea German Rigau and Janyce Wiebe. 2014. SemEval-2014 Task 10: Multilingual Semantic Textual Similarity. In SemEval'14. 81--91. Eneko Agirre Carmen Banea Claire Cardie Daniel M Cer Mona T Diab Aitor Gonzalez-Agirre Weiwei Guo Rada Mihalcea German Rigau and Janyce Wiebe. 2014. SemEval-2014 Task 10: Multilingual Semantic Textual Similarity. In SemEval'14. 81--91.

3. Eneko Agirre , Carmen Banea , Daniel Cer , Mona Diab , Aitor Gonzalez Agirre , Rada Mihalcea, German Rigau Claramunt, and Janyce Wiebe. 2016 . Semeval-2016 task 1: Semantic textual similarity, monolingual and cross-lingual evaluation. In SemEval '16. Eneko Agirre, Carmen Banea, Daniel Cer, Mona Diab, Aitor Gonzalez Agirre, Rada Mihalcea, German Rigau Claramunt, and Janyce Wiebe. 2016. Semeval-2016 task 1: Semantic textual similarity, monolingual and cross-lingual evaluation. In SemEval'16.

4. Eneko Agirre Daniel Cer Mona Diab and Aitor Gonzalez-Agirre. 2012. Semeval-2012 task 6: A pilot on semantic textual similarity. In SemEval'12. 385--393. Eneko Agirre Daniel Cer Mona Diab and Aitor Gonzalez-Agirre. 2012. Semeval-2012 task 6: A pilot on semantic textual similarity. In SemEval'12. 385--393.

5. Eneko Agirre Daniel Cer Mona Diab Aitor Gonzalez-Agirre and Weiwei Guo. 2013. * SEM 2013 shared task: Semantic textual similarity. In SemEval'13. 32--43. Eneko Agirre Daniel Cer Mona Diab Aitor Gonzalez-Agirre and Weiwei Guo. 2013. * SEM 2013 shared task: Semantic textual similarity. In SemEval'13. 32--43.

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