Xinyu Zhang

According to our database, Xinyu Zhang authored at least 44 papers between 2020 and 2025.

Collaborative distances:

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

2025

BrowseComp-Plus: A More Fair and Transparent Evaluation Benchmark of Deep-Research Agent.

Zijian Chen, Xueguang Ma, Shengyao Zhuang, Ping Nie, Kai Zou, Andrew Liu, Joshua Green, Kshama Patel, Ruoxi Meng, Mingyi Su, Sahel Sharifymoghaddam, Yanxi Li, Haoran Hong, Xinyu Shi, Xuye Liu, Nandan Thakur, Crystina Zhang, Luyu Gao, Wenhu Chen, Jimmy Lin

CoRR, August, 2025

MAGMaR Shared Task System Description: Video Retrieval with OmniEmbed.

Jiaqi Samantha Zhan, Crystina Zhang, Shengyao Zhuang, Xueguang Ma, Jimmy Lin

CoRR, June, 2025

Fixing Data That Hurts Performance: Cascading LLMs to Relabel Hard Negatives for Robust Information Retrieval.

Nandan Thakur, Crystina Zhang, Xueguang Ma, Jimmy Lin

CoRR, May, 2025

A Survey of Model Architectures in Information Retrieval.

Zhichao Xu, Fengran Mo, Zhiqi Huang, Crystina Zhang, Puxuan Yu, Bei Wang, Jimmy Lin, Vivek Srikumar

CoRR, February, 2025

MMTEB: Massive Multilingual Text Embedding Benchmark.

Kenneth C. Enevoldsen, Isaac Chung, Imene Kerboua, Márton Kardos, Ashwin Mathur, David Stap, Jay Gala, Wissam Siblini, Dominik Krzeminski, Genta Indra Winata, Saba Sturua, Saiteja Utpala, Mathieu Ciancone, Marion Schaeffer, Gabriel Sequeira, Diganta Misra, Shreeya Dhakal, Jonathan Rystrøm, Roman Solomatin, Ömer Çagatan, Akash Kundu, Martin Bernstorff, Shitao Xiao, Akshita Sukhlecha, Bhavish Pahwa, Rafal Poswiata, Kranthi Kiran GV, Shawon Ashraf, Daniel Auras, Björn Plüster, Jan Philipp Harries, Loïc Magne, Isabelle Mohr, Mariya Hendriksen, Dawei Zhu, Hippolyte Gisserot-Boukhlef, Tom Aarsen, Jan Kostkan, Konrad Wojtasik, Taemin Lee, Marek Suppa, Crystina Zhang, Roberta Rocca, Mohammed Hamdy, Andrianos Michail, John Yang, Manuel Faysse, Aleksei Vatolin, Nandan Thakur, Manan Dey, Dipam Vasani, Pranjal A. Chitale, Simone Tedeschi, Nguyen Tai, Artem Snegirev, Michael Günther, Mengzhou Xia, Weijia Shi, Xing Han Lù, Jordan Clive, Gayatri Krishnakumar, Anna Maksimova, Silvan Wehrli, Maria Tikhonova, Henil Panchal, Aleksandr Abramov, Malte Ostendorff, Zheng Liu, Simon Clematide, Lester James V. Miranda, Alena Fenogenova, Guangyu Song, Ruqiya Bin Safi, Wen-Ding Li, Alessia Borghini, Federico Cassano, Hongjin Su, Jimmy Lin, Howard Yen, Lasse Hansen, Sara Hooker, Chenghao Xiao, Vaibhav Adlakha, Orion Weller, Siva Reddy, Niklas Muennighoff

CoRR, February, 2025

Tomato, Tomahto, Tomate: Do Multilingual Language Models Understand Based on Subword-Level Semantic Concepts?

Crystina Zhang, Jing Lu, Vinh Q. Tran, Tal Schuster, Donald Metzler, Jimmy Lin

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2025, Albuquerque, New Mexico, USA, April 29, 2025

Rank-Without-GPT: Building GPT-Independent Listwise Rerankers on Open-Source Large Language Models.

Crystina Zhang, Sebastian Hofstätter, Patrick Lewis, Raphael Tang, Jimmy Lin

Proceedings of the Advances in Information Retrieval, 2025

The Impact of Incidental Multilingual Text on Cross-Lingual Transfer in Monolingual Retrieval.

Andrew Liu, Edward Xu, Crystina Zhang, Jimmy Lin

Proceedings of the Advances in Information Retrieval, 2025

2024

Toward Best Practices for Training Multilingual Dense Retrieval Models.

Xinyu Zhang, Kelechi Ogueji, Xueguang Ma, Jimmy Lin

ACM Trans. Inf. Syst., March, 2024

Tomato, Tomahto, Tomate: Measuring the Role of Shared Semantics among Subwords in Multilingual Language Models.

Xinyu Zhang, Jing Lu, Vinh Q. Tran, Tal Schuster, Donald Metzler, Jimmy Lin

CoRR, 2024

Debatrix: Multi-dimensinal Debate Judge with Iterative Chronological Analysis Based on LLM.

Jingcong Liang, Rong Ye, Meng Han, Ruofei Lai, Xinyu Zhang, Xuanjing Huang, Zhongyu Wei

CoRR, 2024

CIRAL: A Test Collection for CLIR Evaluations in African Languages.

Mofetoluwa Adeyemi, Akintunde Oladipo, Xinyu Zhang, David Alfonso-Hermelo, Mehdi Rezagholizadeh, Boxing Chen, Abdul-Hakeem Omotayo, Idris Abdulmumin, Naome A. Etori, Toyib Babatunde Musa, Samuel Fanijo, Oluwabusayo Olufunke Awoyomi, Saheed Abdullahi Salahudeen, Labaran Adamu Mohammed, Daud Olamide Abolade, Falalu Ibrahim Lawan, Maryam Sabo Abubakar, Ruqayya Nasir Iro, Amina Abubakar Imam, Shafie Abdi Mohamed, Hanad Mohamud Mohamed, Tunde Oluwaseyi Ajayi, Jimmy Lin

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

CELI: Simple yet Effective Approach to Enhance Out-of-Domain Generalization of Cross-Encoders.

Xinyu Zhang, Minghan Li, Jimmy Lin

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Short Papers, 2024

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

Raphael Tang, Xinyu 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

"Knowing When You Don't Know": A Multilingual Relevance Assessment Dataset for Robust Retrieval-Augmented Generation.

Nandan Thakur, Luiz Bonifacio, Xinyu Zhang, Odunayo Ogundepo, Ehsan Kamalloo, David Alfonso-Hermelo, Xiaoguang Li, Qun Liu, Boxing Chen, Mehdi Rezagholizadeh, Jimmy Lin

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

Words Worth a Thousand Pictures: Measuring and Understanding Perceptual Variability in Text-to-Image Generation.

Raphael Tang, Xinyu Zhang, Lixinyu Xu, Yao Lu, Wenyan Li, Pontus Stenetorp, Jimmy Lin, Ferhan Ture

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

FoodieQA: A Multimodal Dataset for Fine-Grained Understanding of Chinese Food Culture.

Wenyan Li, Xinyu Zhang, Jiaang Li, Qiwei Peng, Raphael Tang, Li Zhou, Weijia Zhang, Guimin Hu, Yifei Yuan, Anders Søgaard, Daniel Hershcovich, Desmond Elliott

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

Multi-Objective Forward Reasoning and Multi-Reward Backward Refinement for Product Review Summarization.

Libo Sun, Siyuan Wang, Meng Han, Ruofei Lai, Xinyu Zhang, Xuanjing Huang, Zhongyu Wei

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

Debatrix: Multi-dimensional Debate Judge with Iterative Chronological Analysis Based on LLM.

Jingcong Liang, Rong Ye, Meng Han, Ruofei Lai, Xinyu Zhang, Xuanjing Huang, Zhongyu Wei

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

2023

MIRACL: A Multilingual Retrieval Dataset Covering 18 Diverse Languages.

Xinyu Zhang, Nandan Thakur, Odunayo Ogundepo, Ehsan Kamalloo, David Alfonso-Hermelo, Xiaoguang Li, Qun Liu, Mehdi Rezagholizadeh, Jimmy Lin

Trans. Assoc. Comput. Linguistics, 2023

NoMIRACL: Knowing When You Don't Know for Robust Multilingual Retrieval-Augmented Generation.

Nandan Thakur, Luiz Bonifacio, Xinyu Zhang, Odunayo Ogundepo, Ehsan Kamalloo, David Alfonso-Hermelo, Xiaoguang Li, Qun Liu, Boxing Chen, Mehdi Rezagholizadeh, Jimmy Lin

CoRR, 2023

What Do Llamas Really Think? Revealing Preference Biases in Language Model Representations.

Raphael Tang, Xinyu Zhang, Jimmy Lin, Ferhan Ture

CoRR, 2023

HAGRID: A Human-LLM Collaborative Dataset for Generative Information-Seeking with Attribution.

Ehsan Kamalloo, Aref Jafari, Xinyu Zhang, Nandan Thakur, Jimmy Lin

CoRR, 2023

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

Xueguang Ma, Xinyu Zhang, Ronak Pradeep, Jimmy Lin

CoRR, 2023

Improving Out-of-Distribution Generalization of Neural Rerankers with Contextualized Late Interaction.

Xinyu Zhang, Minghan Li, Jimmy Lin

CoRR, 2023

Overview of the CIRAL Track at FIRE 2023: Cross-lingual Information Retrieval for African Languages.

Mofetoluwa Adeyemi, Akintunde Oladipo, Xinyu Crystina Zhang, David Alfonso-Hermelo, Mehdi Rezagholizadeh, Boxing Chen, Jimmy Lin

Proceedings of the Working Notes of FIRE 2023, 2023

CIRAL at FIRE 2023: Cross-Lingual Information Retrieval for African Languages.

Mofetoluwa Adeyemi, Akintunde Oladipo, Xinyu Zhang, David Alfonso-Hermelo, Mehdi Rezagholizadeh, Boxing Chen, Jimmy Lin

Proceedings of the 15th Annual Meeting of the Forum for Information Retrieval Evaluation, 2023

Spacerini: Plug-and-play Search Engines with Pyserini and Hugging Face.

Christopher Akiki, Odunayo Ogundepo, Aleksandra Piktus, Xinyu Zhang, Akintunde Oladipo, Jimmy Lin, Martin Potthast

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

GAIA Search: Hugging Face and Pyserini Interoperability for NLP Training Data Exploration.

Aleksandra Piktus, Odunayo Ogundepo, Christopher Akiki, Akintunde Oladipo, Xinyu Zhang, Hailey Schoelkopf, Stella Biderman, Martin Potthast, Jimmy Lin

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics: System Demonstrations, 2023

Evaluating Embedding APIs for Information Retrieval.

Ehsan Kamalloo, Xinyu Zhang, Odunayo Ogundepo, Nandan Thakur, David Alfonso-Hermelo, Mehdi Rezagholizadeh, Jimmy Lin

Proceedings of the The 61st Annual Meeting of the Association for Computational Linguistics: Industry Track, 2023

2022

Making a MIRACL: Multilingual Information Retrieval Across a Continuum of Languages.

Xinyu Zhang, Nandan Thakur, Odunayo Ogundepo, Ehsan Kamalloo, David Alfonso-Hermelo, Xiaoguang Li, Qun Liu, Mehdi Rezagholizadeh, Jimmy Lin

CoRR, 2022

Better Than Whitespace: Information Retrieval for Languages without Custom Tokenizers.

Odunayo Ogundepo, Xinyu Zhang, Jimmy Lin

CoRR, 2022

Towards Best Practices for Training Multilingual Dense Retrieval Models.

Xinyu Zhang, Kelechi Ogueji, Xueguang Ma, Jimmy Lin

CoRR, 2022

Simple Yet Effective Neural Ranking and Reranking Baselines for Cross-Lingual Information Retrieval.

Jimmy Lin, David Alfonso-Hermelo, Vitor Jeronymo, Ehsan Kamalloo, Carlos Lassance, Rodrigo Nogueira, Odunayo Ogundepo, Mehdi Rezagholizadeh, Nandan Thakur, Jheng-Hong Yang, Xinyu Zhang

Proceedings of the Thirty-First Text REtrieval Conference, 2022

AfriCLIRMatrix: Enabling Cross-Lingual Information Retrieval for African Languages.

Odunayo Ogundepo, Xinyu Zhang, Shuo Sun, Kevin Duh, Jimmy Lin

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Certified Error Control of Candidate Set Pruning for Two-Stage Relevance Ranking.

Minghan Li, Xinyu Zhang, Ji Xin, Hongyang Zhang, Jimmy Lin

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Squeezing Water from a Stone: A Bag of Tricks for Further Improving Cross-Encoder Effectiveness for Reranking.

Ronak Pradeep, Yuqi Liu, Xinyu Zhang, Yilin Li, Andrew Yates, Jimmy Lin

Proceedings of the Advances in Information Retrieval, 2022

2021

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

Xinyu Zhang, Xueguang Ma, Peng Shi, Jimmy Lin

CoRR, 2021

Comparing Score Aggregation Approaches for Document Retrieval with Pretrained Transformers.

Xinyu Zhang, Andrew Yates, Jimmy Lin

Proceedings of the Advances in Information Retrieval, 2021

Approach Zero and Anserini at the CLEF-2021 ARQMath Track: Applying Substructure Search and BM25 on Operator Tree Path Tokens.

Wei Zhong, Xinyu Zhang, Ji Xin, Richard Zanibbi, Jimmy Lin

Proceedings of the Working Notes of CLEF 2021 - Conference and Labs of the Evaluation Forum, Bucharest, Romania, September 21st - to, 2021

2020

Capreolus: A Toolkit for End-to-End Neural Ad Hoc Retrieval.

Andrew Yates, Siddhant Arora, Xinyu Zhang, Wei Yang, Kevin Martin Jose, Jimmy Lin

Proceedings of the WSDM '20: The Thirteenth ACM International Conference on Web Search and Data Mining, 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 Nogueira, Jimmy Lin

Proceedings of the Twenty-Ninth Text REtrieval Conference, 2020

A Little Bit Is Worse Than None: Ranking with Limited Training Data.

Xinyu Zhang, Andrew Yates, Jimmy Lin

Proceedings of SustaiNLP: Workshop on Simple and Efficient Natural Language Processing, 2020

Flexible IR Pipelines with Capreolus.

Andrew Yates, Kevin Martin Jose, Xinyu Zhang, Jimmy Lin

Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020