Xueguang Ma

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 51

Top Topics

Reference Models

Top Venues

Publications

Xueguang Ma, Sheng-Chieh Lin, Minghan Li, Wenhu Chen, Jimmy Lin
Unifying Multimodal Retrieval via Document Screenshot Embedding. CoRR (2024)
Ehsan Kamalloo, Nandan Thakur, Carlos Lassance, Xueguang Ma, Jheng-Hong Yang, Jimmy Lin
Resources for Brewing BEIR: Reproducible Reference Models and Statistical Analyses. SIGIR (2024)
Shengyao Zhuang, Xueguang Ma, Bevan Koopman, Jimmy Lin, Guido Zuccon
PromptReps: Prompting Large Language Models to Generate Dense and Sparse Representations for Zero-Shot Document Retrieval. CoRR (2024)
Xinyu Zhang, Kelechi Ogueji, Xueguang Ma, Jimmy Lin
Toward Best Practices for Training Multilingual Dense Retrieval Models. ACM Trans. Inf. Syst. 42 (2) (2024)
Raphael Tang, Xinyu Crystina Zhang, Xueguang Ma, Jimmy Lin, Ferhan Ture
Found in the Middle: Permutation Self-Consistency Improves Listwise Ranking in Large Language Models. NAACL-HLT (2024)
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
MMLU-Pro: A More Robust and Challenging Multi-Task Language Understanding Benchmark. CoRR (2024)
Ziyan Jiang, Xueguang Ma, Wenhu Chen
LongRAG: Enhancing Retrieval-Augmented Generation with Long-context LLMs. CoRR (2024)
Xueguang Ma, Liang Wang, Nan Yang, Furu Wei, Jimmy Lin
Fine-Tuning LLaMA for Multi-Stage Text Retrieval. SIGIR (2024)
Tianle Li, Xueguang Ma, Alex Zhuang, Yu Gu, Yu Su, Wenhu Chen
Few-shot In-context Learning on Knowledge Base Question Answering. ACL (1) (2023)
Xueguang Ma, Hengxin Fun, Xusen Yin, Antonio Mallia, Jimmy Lin
Enhancing Sparse Retrieval via Unsupervised Learning. SIGIR-AP (2023)
Luyu Gao, Xueguang Ma, Jimmy Lin, Jamie Callan
Precise Zero-Shot Dense Retrieval without Relevance Labels. ACL (1) (2023)
Ehsan Kamalloo, Nandan Thakur, Carlos Lassance, Xueguang Ma, Jheng-Hong Yang, Jimmy Lin
Resources for Brewing BEIR: Reproducible Reference Models and an Official Leaderboard. CoRR (2023)
Xueguang Ma, Liang Wang, Nan Yang, Furu Wei, Jimmy Lin
Fine-Tuning LLaMA for Multi-Stage Text Retrieval. CoRR (2023)
Xueguang Ma, Xinyu Zhang, Ronak Pradeep, Jimmy Lin
Zero-Shot Listwise Document Reranking with a Large Language Model. CoRR (2023)
Wenhu Chen, Ming Yin, Max Ku, Elaine Wan, Xueguang Ma, Jianyu Xu, Tony Xia, Xinyi Wang, Pan Lu
TheoremQA: A Theorem-driven Question Answering dataset. CoRR (2023)
Tianle Li, Xueguang Ma, Alex Zhuang, Yu Gu, Yu Su, Wenhu Chen
Few-shot In-context Learning for Knowledge Base Question Answering. CoRR (2023)
Luyu Gao, Xueguang Ma, Jimmy Lin, Jamie Callan
Tevatron: An Efficient and Flexible Toolkit for Neural Retrieval. SIGIR (2023)
Minghan Li, Sheng-Chieh Lin, Xueguang Ma, Jimmy Lin
SLIM: Sparsified Late Interaction for Multi-Vector Retrieval with Inverted Indexes. SIGIR (2023)
Xueguang Ma, Tommaso Teofili, Jimmy Lin
Anserini Gets Dense Retrieval: Integration of Lucene's HNSW Indexes. CoRR (2023)
Wenhu Chen, Xueguang Ma, Xinyi Wang, William W. Cohen
Program of Thoughts Prompting: Disentangling Computation from Reasoning for Numerical Reasoning Tasks. Trans. Mach. Learn. Res. 2023 (2023)
Minghan Li, Sheng-Chieh Lin, Xueguang Ma, Jimmy Lin
SLIM: Sparsified Late Interaction for Multi-Vector Retrieval with Inverted Indexes. CoRR (2023)
Xueguang Ma, Tommaso Teofili, Jimmy Lin
Anserini Gets Dense Retrieval: Integration of Lucene's HNSW Indexes. CIKM (2023)
Wenhu Chen, Ming Yin, Max Ku, Pan Lu, Yixin Wan, Xueguang Ma, Jianyu Xu, Xinyi Wang, Tony Xia
TheoremQA: A Theorem-driven Question Answering Dataset. EMNLP (2023)
Raphael Tang, Xinyu Zhang, Xueguang Ma, Jimmy Lin, Ferhan Ture
Found in the Middle: Permutation Self-Consistency Improves Listwise Ranking in Large Language Models. CoRR (2023)
Yubo Wang, Xueguang Ma, Wenhu Chen
Augmenting Black-box LLMs with Medical Textbooks for Clinical Question Answering. CoRR (2023)
Wenhu Chen, Xueguang Ma, Xinyi Wang, William W. Cohen
Program of Thoughts Prompting: Disentangling Computation from Reasoning for Numerical Reasoning Tasks. CoRR (2022)
Hang Li, Shengyao Zhuang, Ahmed Mourad, Xueguang Ma, Jimmy Lin, Guido Zuccon
Improving Query Representations for Dense Retrieval with Pseudo Relevance Feedback: A Reproducibility Study. ECIR (1) (2022)
Xinyu Zhang, Kelechi Ogueji, Xueguang Ma, Jimmy Lin
Towards Best Practices for Training Multilingual Dense Retrieval Models. CoRR (2022)
Xueguang Ma, Kai Sun, Ronak Pradeep, Minghan Li, Jimmy Lin
Another Look at DPR: Reproduction of Training and Replication of Retrieval. ECIR (1) (2022)
Hang Li, Shuai Wang, Shengyao Zhuang, Ahmed Mourad, Xueguang Ma, Jimmy Lin, Guido Zuccon
To Interpolate or not to Interpolate: PRF, Dense and Sparse Retrievers. CoRR (2022)
Alexandre Parmentier, Robin Cohen, Xueguang Ma, Gaurav Sahu, Queenie Chen
Personalized multi-faceted trust modeling to determine trust links in social media and its potential for misinformation management. Int. J. Data Sci. Anal. 13 (4) (2022)
Luyu Gao, Xueguang Ma, Jimmy Lin, Jamie Callan
Precise Zero-Shot Dense Retrieval without Relevance Labels. CoRR (2022)
Luyu Gao, Xueguang Ma, Jimmy Lin, Jamie Callan
Tevatron: An Efficient and Flexible Toolkit for Dense Retrieval. CoRR (2022)
Hang Li, Shuai Wang, Shengyao Zhuang, Ahmed Mourad, Xueguang Ma, Jimmy Lin, Guido Zuccon
To Interpolate or not to Interpolate: PRF, Dense and Sparse Retrievers. SIGIR (2022)
Xueguang Ma, Ronak Pradeep, Rodrigo Nogueira, Jimmy Lin
Document Expansion Baselines and Learned Sparse Lexical Representations for MS MARCO V1 and V2. SIGIR (2022)
Hang Li, Shengyao Zhuang, Xueguang Ma, Jimmy Lin, Guido Zuccon
Pseudo-Relevance Feedback with Dense Retrievers in Pyserini. ADCS (2022)
Ronak Pradeep, Xueguang Ma, Rodrigo Nogueira, Jimmy Lin
Vera: Prediction Techniques for Reducing Harmful Misinformation in Consumer Health Search. SIGIR (2021)
Ronak Pradeep, Xueguang Ma, Rodrigo Frassetto Nogueira, Jimmy Lin
Scientific Claim Verification with VerT5erini. LOUHI@EACL (2021)
Jimmy Lin, Xueguang Ma, Sheng-Chieh Lin, Jheng-Hong Yang, Ronak Pradeep, Rodrigo Nogueira
Pyserini: An Easy-to-Use Python Toolkit to Support Replicable IR Research with Sparse and Dense Representations. CoRR (2021)
Jheng-Hong Yang, Xueguang Ma, Jimmy Lin
Sparsifying Sparse Representations for Passage Retrieval by Top-k Masking. CoRR (2021)
Amira Ghenai, Xueguang Ma, Robin Cohen, Karyn Moffatt, Andy Yang, Yipeng Ji
e-Health for Older Adults: Navigating Misinformation. ICT4AWE (2021)
Xueguang Ma, Minghan Li, Kai Sun, Ji Xin, Jimmy Lin
Simple and Effective Unsupervised Redundancy Elimination to Compress Dense Vectors for Passage Retrieval. EMNLP (1) (2021)
Jimmy Lin, Xueguang Ma, Sheng-Chieh Lin, Jheng-Hong Yang, Ronak Pradeep, Rodrigo Nogueira
Pyserini: A Python Toolkit for Reproducible Information Retrieval Research with Sparse and Dense Representations. SIGIR (2021)
Hang Li, Shengyao Zhuang, Ahmed Mourad, Xueguang Ma, Jimmy Lin, Guido Zuccon
Improving Query Representations for Dense Retrieval with Pseudo Relevance Feedback: A Reproducibility Study. CoRR (2021)
Xinyu Zhang, Xueguang Ma, Peng Shi, Jimmy Lin
Mr. TyDi: A Multi-lingual Benchmark for Dense Retrieval. CoRR (2021)
Jimmy Lin, Xueguang Ma
A Few Brief Notes on DeepImpact, COIL, and a Conceptual Framework for Information Retrieval Techniques. CoRR (2021)
Jimmy Lin, Xueguang Ma, Joel Mackenzie, Antonio Mallia
On the Separation of Logical and Physical Ranking Models for Text Retrieval Applications. DESIRES (2021)
Alexandre Parmentier, Robin Cohen, Xueguang Ma, Gaurav Sahu, Queenie Chen
Personalized multi-faceted trust modeling to determine trust links in social media and its potential for misinformation management. CoRR (2021)
Xueguang Ma, Kai Sun, Ronak Pradeep, Jimmy Lin
A Replication Study of Dense Passage Retriever. CoRR (2021)
Ronak Pradeep, Xueguang Ma, Rodrigo Nogueira, Jimmy Lin
Scientific Claim Verification with VERT5ERINI. CoRR (2020)
Ronak Pradeep, Xueguang Ma, Xinyu Zhang, Hang Cui, Ruizhou Xu, Rodrigo Nogueira, Jimmy Lin
H2oloo at TREC 2020: When all you got is a hammer... Deep Learning, Health Misinformation, and Precision Medicine. TREC (2020)
Xueguang Ma, Roy Rada
Web-Based Education Accountability System and Organizational Changes: An Actor-Network Approach. Int. J. Web Based Learn. Teach. Technol. 1 (4) (2006)
Xueguang Ma, Roy Rada
Building a Web-Based Accountability System in a Teacher Education Program. Interact. Learn. Environ. 13 (1-2) (2005)