Xueguang Ma

According to our database, Xueguang Ma authored at least 43 papers between 2005 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Toward Best Practices for Training Multilingual Dense Retrieval Models.

Xinyu Zhang, Kelechi Ogueji, Xueguang Ma, Jimmy Lin

ACM Trans. Inf. Syst., March, 2024

LongRAG: Enhancing Retrieval-Augmented Generation with Long-context LLMs.

Ziyan Jiang, Xueguang Ma, Wenhu Chen

CoRR, 2024

MMLU-Pro: A More Robust and Challenging Multi-Task Language Understanding Benchmark.

Yubo Wang, Xueguang Ma, Ge Zhang, Yuansheng Ni, Abhranil Chandra, Shiguang Guo, Weiming Ren, Aaran Arulraj, Xuan He, Ziyan Jiang, Tianle Li, Max Ku, Kai Wang, Alex Zhuang, Rongqi Fan, Xiang Yue, Wenhu Chen

CoRR, 2024

Fine-Tuning LLaMA for Multi-Stage Text Retrieval.

Xueguang Ma, Liang Wang, Nan Yang, Furu Wei, Jimmy Lin

Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024

Resources for Brewing BEIR: Reproducible Reference Models and Statistical Analyses.

Ehsan Kamalloo, Nandan Thakur, Carlos Lassance, Xueguang Ma, Jheng-Hong Yang, Jimmy Lin

Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024

Found in the Middle: Permutation Self-Consistency Improves Listwise Ranking in Large Language Models.

Raphael Tang, Xinyu Crystina Zhang, Xueguang Ma, Jimmy Lin, Ferhan Ture

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

PromptReps: Prompting Large Language Models to Generate Dense and Sparse Representations for Zero-Shot Document Retrieval.

Shengyao Zhuang, Xueguang Ma, Bevan Koopman, Jimmy Lin, Guido Zuccon

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Augmenting Black-box LLMs with Medical Textbooks for Biomedical Question Answering.

Yubo Wang, Xueguang Ma, Wenhu Chen

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

Unifying Multimodal Retrieval via Document Screenshot Embedding.

Xueguang Ma, Sheng-Chieh Lin, Minghan Li, Wenhu Chen, Jimmy Lin

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

2023

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

Wenhu Chen, Xueguang Ma, Xinyi Wang, William W. Cohen

Trans. Mach. Learn. Res., 2023

Found in the Middle: Permutation Self-Consistency Improves Listwise Ranking in Large Language Models.

Raphael Tang, Xinyu Zhang, Xueguang Ma, Jimmy Lin, Ferhan Ture

CoRR, 2023

Augmenting Black-box LLMs with Medical Textbooks for Clinical Question Answering.

Yubo Wang, Xueguang Ma, Wenhu Chen

CoRR, 2023

Resources for Brewing BEIR: Reproducible Reference Models and an Official Leaderboard.

Ehsan Kamalloo, Nandan Thakur, Carlos Lassance, Xueguang Ma, Jheng-Hong Yang, Jimmy Lin

CoRR, 2023

Zero-Shot Listwise Document Reranking with a Large Language Model.

Xueguang Ma, Xinyu Zhang, Ronak Pradeep, Jimmy Lin

CoRR, 2023

SLIM: Sparsified Late Interaction for Multi-Vector Retrieval with Inverted Indexes.

Minghan Li, Sheng-Chieh Lin, Xueguang Ma, Jimmy Lin

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

Tevatron: An Efficient and Flexible Toolkit for Neural Retrieval.

Luyu Gao, Xueguang Ma, Jimmy Lin, Jamie Callan

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

Enhancing Sparse Retrieval via Unsupervised Learning.

Xueguang Ma, Hengxin Fun, Xusen Yin, Antonio Mallia, Jimmy Lin

Proceedings of the Annual International ACM SIGIR Conference on Research and Development in Information Retrieval in the Asia Pacific Region, 2023

TheoremQA: A Theorem-driven Question Answering Dataset.

Wenhu Chen, Ming Yin, Max Ku, Pan Lu, Yixin Wan, Xueguang Ma, Jianyu Xu, Xinyi Wang, Tony Xia

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Anserini Gets Dense Retrieval: Integration of Lucene's HNSW Indexes.

Xueguang Ma, Tommaso Teofili, Jimmy Lin

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

Few-shot In-context Learning on Knowledge Base Question Answering.

Tianle Li, Xueguang Ma, Alex Zhuang, Yu Gu, Yu Su, Wenhu Chen

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Precise Zero-Shot Dense Retrieval without Relevance Labels.

Luyu Gao, Xueguang Ma, Jimmy Lin, Jamie Callan

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022

Personalized multi-faceted trust modeling to determine trust links in social media and its potential for misinformation management.

Alexandre Parmentier, Robin Cohen, Xueguang Ma, Gaurav Sahu, Queenie Chen

Int. J. Data Sci. Anal., 2022

Towards Best Practices for Training Multilingual Dense Retrieval Models.

Xinyu Zhang, Kelechi Ogueji, Xueguang Ma, Jimmy Lin

CoRR, 2022

Tevatron: An Efficient and Flexible Toolkit for Dense Retrieval.

Luyu Gao, Xueguang Ma, Jimmy Lin, Jamie Callan

CoRR, 2022

Document Expansion Baselines and Learned Sparse Lexical Representations for MS MARCO V1 and V2.

Xueguang Ma, Ronak Pradeep, Rodrigo Frassetto Nogueira, Jimmy Lin

Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

To Interpolate or not to Interpolate: PRF, Dense and Sparse Retrievers.

Hang Li, Shuai Wang, Shengyao Zhuang, Ahmed Mourad, Xueguang Ma, Jimmy Lin, Guido Zuccon

Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

Another Look at DPR: Reproduction of Training and Replication of Retrieval.

Xueguang Ma, Kai Sun, Ronak Pradeep, Minghan Li, Jimmy Lin

Proceedings of the Advances in Information Retrieval, 2022

Improving Query Representations for Dense Retrieval with Pseudo Relevance Feedback: A Reproducibility Study.

Hang Li, Shengyao Zhuang, Ahmed Mourad, Xueguang Ma, Jimmy Lin, Guido Zuccon

Proceedings of the Advances in Information Retrieval, 2022

Pseudo-Relevance Feedback with Dense Retrievers in Pyserini.

Hang Li, Shengyao Zhuang, Xueguang Ma, Jimmy Lin, Guido Zuccon

Proceedings of the 26th Australasian Document Computing Symposium, 2022

2021

Sparsifying Sparse Representations for Passage Retrieval by Top-k Masking.

Jheng-Hong Yang, Xueguang Ma, Jimmy Lin

CoRR, 2021

Mr. TyDi: A Multi-lingual Benchmark for Dense Retrieval.

Xinyu Zhang, Xueguang Ma, Peng Shi, Jimmy Lin

CoRR, 2021

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

Jimmy Lin, Xueguang Ma

CoRR, 2021

A Replication Study of Dense Passage Retriever.

Xueguang Ma, Kai Sun, Ronak Pradeep, Jimmy Lin

CoRR, 2021

Pyserini: An Easy-to-Use Python Toolkit to Support Replicable IR Research with Sparse and Dense Representations.

Jimmy Lin, Xueguang Ma, Sheng-Chieh Lin, Jheng-Hong Yang, Ronak Pradeep, Rodrigo Frassetto Nogueira

CoRR, 2021

Vera: Prediction Techniques for Reducing Harmful Misinformation in Consumer Health Search.

Ronak Pradeep, Xueguang Ma, Rodrigo Frassetto Nogueira, Jimmy Lin

Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

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

Jimmy Lin, Xueguang Ma, Sheng-Chieh Lin, Jheng-Hong Yang, Ronak Pradeep, Rodrigo Frassetto Nogueira

Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

e-Health for Older Adults: Navigating Misinformation.

Amira Ghenai, Xueguang Ma, Robin Cohen, Karyn Moffatt, Andy Yang, Yipeng Ji

Proceedings of the 7th International Conference on Information and Communication Technologies for Ageing Well and e-Health, 2021

Simple and Effective Unsupervised Redundancy Elimination to Compress Dense Vectors for Passage Retrieval.

Xueguang Ma, Minghan Li, Kai Sun, Ji Xin, Jimmy Lin

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

On the Separation of Logical and Physical Ranking Models for Text Retrieval Applications.

Jimmy Lin, Xueguang Ma, Joel Mackenzie, Antonio Mallia

Proceedings of the Second International Conference on Design of Experimental Search & Information REtrieval Systems, 2021

Scientific Claim Verification with VerT5erini.

Ronak Pradeep, Xueguang Ma, Rodrigo Frassetto Nogueira, Jimmy Lin

Proceedings of the 12th International Workshop on Health Text Mining and Information Analysis, 2021

2020

H2oloo at TREC 2020: When all you got is a hammer... Deep Learning, Health Misinformation, and Precision Medicine.

Ronak Pradeep, Xueguang Ma, Xinyu Zhang, Hang Cui, Ruizhou Xu, Rodrigo Frassetto Nogueira, Jimmy Lin

Proceedings of the Twenty-Ninth Text REtrieval Conference, 2020

2006

Web-Based Education Accountability System and Organizational Changes: An Actor-Network Approach.

Xueguang Ma, Roy Rada

Int. J. Web Based Learn. Teach. Technol., 2006

2005

Building a Web-Based Accountability System in a Teacher Education Program.

Xueguang Ma, Roy Rada

Interact. Learn. Environ., 2005