Concepedia

Xueguang Ma

XM

28

Publications

1.2K

Citations

16

H-Index

2005

Active since

Affiliations

University of Waterloo(Current)

Carnegie Mellon University

Xueguang Ma is an author at University of Waterloo specializing in natural language processing, engineering, and information retrieval.

Top concepts

EngineeringNatural Language ProcessingData ScienceComputational LinguisticsMachine TranslationInformation RetrievalText MiningMachine LearningCorpus LinguisticsComputer Science

Publications per year

2005–2024

28

Publications

28

Pyserini: A Python Toolkit for Reproducible Information Retrieval Research with Sparse and Dense Representations

Jimmy Lin, Xueguang Ma, Sheng-Chieh Lin et al. · 2021 · 301 citations · Full text

Ranking Algorithm, Engineering, Machine Learning +21

Precise Zero-Shot Dense Retrieval without Relevance Labels

Luyu Gao, Xueguang Ma, Jimmy Lin et al. · 2023 · 177 citations · Full text

Engineering, Machine Learning, Dense Retrieval +24

Program of Thoughts Prompting: Disentangling Computation from Reasoning for Numerical Reasoning Tasks

Wenhu Chen, Xueguang Ma, Xinyi Wang et al. · arXiv (Cornell University) · 2022 · 110 citations · Full text

Artificial Intelligence, Llm Fine-tuning, Engineering +24

A Few Brief Notes on DeepImpact, COIL, and a Conceptual Framework for Information Retrieval Techniques

Jimmy Lin, Xueguang Ma · arXiv (Cornell University) · 2021 · 68 citations · Full text

Term Weighting Components, Engineering, Machine Learning +23

Fine-Tuning LLaMA for Multi-Stage Text Retrieval

Xueguang Ma, Liang Wang, Nan Yang et al. · 2024 · 68 citations

Rows per page

1–5 of 28