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@@ -197,17 +197,31 @@ For qrels, we first indicate query lang and then doc lang in the `split` name; e
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  ```bibtex
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  @inproceedings{valentini2025clirudit,
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- title = "{CLIRudit}: Cross-Lingual Information Retrieval of Scientific Documents",
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- author = "Valentini, Francisco and
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- Kozlowski, Diego and
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- Larivi\`{e}re, Vincent",
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- booktitle = "Proceedings of the Fifth Workshop on Multilingual Representation Learning (MRL 2025)",
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- month = nov,
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- year = "2025",
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- publisher = "Association for Computational Linguistics",
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  }
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  ```
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  **APA:**
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- Valentini, F., Kozlowski, D., & Larivière, V. (2025). CLIRudit: Cross-Lingual Information Retrieval of Scientific Documents. In _Proceedings of the Fifth Workshop on Multilingual Representation Learning (MRL 2025)_. Association for Computational Linguistics.
 
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  ```bibtex
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  @inproceedings{valentini2025clirudit,
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+ title = "{CLIR}udit: Cross-Lingual Information Retrieval of Scientific Documents",
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+ author = "Valentini, Francisco and
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+ Kozlowski, Diego and
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+ Lariviere, Vincent",
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+ editor = "Adelani, David Ifeoluwa and
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+ Arnett, Catherine and
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+ Ataman, Duygu and
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+ Chang, Tyler A. and
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+ Gonen, Hila and
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+ Raja, Rahul and
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+ Schmidt, Fabian and
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+ Stap, David and
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+ Wang, Jiayi",
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+ booktitle = "Proceedings of the 5th Workshop on Multilingual Representation Learning (MRL 2025)",
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+ month = nov,
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+ year = "2025",
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+ address = "Suzhou, China",
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+ publisher = "Association for Computational Linguistics",
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+ url = "https://aclanthology.org/2025.mrl-main.16/",
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+ doi = "10.18653/v1/2025.mrl-main.16",
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+ pages = "226--242",
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+ ISBN = "979-8-89176-345-6",
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  }
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  ```
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  **APA:**
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+ Francisco Valentini, Diego Kozlowski, and Vincent Lariviere. 2025. CLIRudit: Cross-Lingual Information Retrieval of Scientific Documents. In _Proceedings of the 5th Workshop on Multilingual Representation Learning (MRL 2025)_, pages 226–242, Suzhuo, China. Association for Computational Linguistics.