Concepedia

Shengyao Zhuang

SZ

17

Publications

512

Citations

14

H-Index

2021

Active since

Affiliations

The University of Queensland(Current)

Commonwealth Scientific and Industrial Research Organisation

Shengyao Zhuang is an author at The University of Queensland specializing in information retrieval, data science, and engineering.

Top concepts

EngineeringData ScienceInformation RetrievalText MiningMachine TranslationComputational LinguisticsNatural Language ProcessingMachine LearningCorpus LinguisticsLanguage

Publications per year

2021–2024

17

Publications

17

TILDE: Term Independent Likelihood moDEl for Passage Re-ranking

Shengyao Zhuang, Guido Zuccon · 2021 · 82 citations

Llm Fine-tuning, Ranking Algorithm, Engineering +21

Reduce, Reuse, Recycle

Harrisen Scells, Shengyao Zhuang, Guido Zuccon · Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval · 2022 · 63 citations

Engineering, Machine Learning, Intelligent Information Retrieval +17

BERT-based Dense Retrievers Require Interpolation with BM25 for Effective Passage Retrieval

Shuai Wang, Shengyao Zhuang, Guido Zuccon · 2021 · 59 citations

Llm Fine-tuning, Engineering, Machine Learning +20

Fast Passage Re-ranking with Contextualized Exact Term Matching and Efficient Passage Expansion

Shengyao Zhuang, Guido Zuccon · arXiv (Cornell University) · 2021 · 48 citations · Full text

Llm Fine-tuning, Ranking Algorithm, Engineering +23

Dealing with Typos for BERT-based Passage Retrieval and Ranking

Shengyao Zhuang, Guido Zuccon · Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing · 2021 · 32 citations · Full text

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