Xinyu Zhang

According to our database, Xinyu Zhang authored at least 26 papers between 2020 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

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

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

Xinyu Zhang, Sebastian Hofstätter, Patrick Lewis, Raphael Tang, 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

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

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

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 Frassetto 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 Frassetto 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