@proceedings{mrl-2026-1,
    title = "Proceedings of the 6th Workshop on Multilingual Representation Learning ({MRL} 2026)",
    editor = "Adelani, David Ifeoluwa  and
      Alabi, Jesujoba  and
      Arnett, Catherine  and
      Chang, Tyler  and
      Downey, C.M.  and
      Goldman, Omer  and
      Li, Senyu  and
      Miranda, Lester James Validad  and
      Qi, Jirui  and
      Stap, David  and
      Winata, Genta Indra  and
      Zhang, Xinyu Crystina",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.mrl-1.0/",
    ISBN = "979-8-89176-469-9"
}
@inproceedings{flores-etal-2026-testing,
    title = "Testing the Assumptions of Active Learning for Translation Tasks with Few Samples",
    author = "Flores, Lorenzo Jaime Yu  and
      Spinoso-Di Piano, Cesare  and
      Ernst, Ori  and
      Adelani, David Ifeoluwa  and
      Cheung, Jackie Chi Kit",
    editor = "Adelani, David Ifeoluwa  and
      Alabi, Jesujoba  and
      Arnett, Catherine  and
      Chang, Tyler  and
      Downey, C.M.  and
      Goldman, Omer  and
      Li, Senyu  and
      Miranda, Lester James Validad  and
      Qi, Jirui  and
      Stap, David  and
      Winata, Genta Indra  and
      Zhang, Xinyu Crystina",
    booktitle = "Proceedings of the 6th Workshop on Multilingual Representation Learning ({MRL} 2026)",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.mrl-1.1/",
    pages = "1--18",
    ISBN = "979-8-89176-469-9"
}
@inproceedings{ozturk-etal-2026-nedoqwen,
    title = "{NEDOQ}wen: Diagnosing and Repairing a {T}urkish-Centric Small Language Model for Multilingual Evaluation",
    author = {{\"O}zt{\"u}rk, Ahmet R{\i}fat  and
      Dalar, Ya{\u{g}}{\i}z Ekrem  and
      Sezer, Nedim Mutlu  and
      Aksoy, {\"O}mer Faruk  and
      Saliho{\u{g}}lu, Feyzi Arda},
    editor = "Adelani, David Ifeoluwa  and
      Alabi, Jesujoba  and
      Arnett, Catherine  and
      Chang, Tyler  and
      Downey, C.M.  and
      Goldman, Omer  and
      Li, Senyu  and
      Miranda, Lester James Validad  and
      Qi, Jirui  and
      Stap, David  and
      Winata, Genta Indra  and
      Zhang, Xinyu Crystina",
    booktitle = "Proceedings of the 6th Workshop on Multilingual Representation Learning ({MRL} 2026)",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.mrl-1.2/",
    pages = "19--26",
    ISBN = "979-8-89176-469-9"
}
@inproceedings{xiang-guan-2026-one,
    title = "One Image, No Tokens: A Controlled Study of Glyph-Based {C}hinese Language Modeling",
    author = "Xiang, Shuyang  and
      Guan, Hao",
    editor = "Adelani, David Ifeoluwa  and
      Alabi, Jesujoba  and
      Arnett, Catherine  and
      Chang, Tyler  and
      Downey, C.M.  and
      Goldman, Omer  and
      Li, Senyu  and
      Miranda, Lester James Validad  and
      Qi, Jirui  and
      Stap, David  and
      Winata, Genta Indra  and
      Zhang, Xinyu Crystina",
    booktitle = "Proceedings of the 6th Workshop on Multilingual Representation Learning ({MRL} 2026)",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.mrl-1.3/",
    pages = "27--36",
    ISBN = "979-8-89176-469-9"
}
@inproceedings{chelombitko-etal-2026-subword,
    title = "Subword-Based Comparative Linguistics across 242 Languages Using {W}ikipedia Glottosets",
    author = {Chelombitko, Iaroslav  and
      H{\"a}m{\"a}l{\"a}inen, Mika  and
      Komissarov, Aleksey},
    editor = "Adelani, David Ifeoluwa  and
      Alabi, Jesujoba  and
      Arnett, Catherine  and
      Chang, Tyler  and
      Downey, C.M.  and
      Goldman, Omer  and
      Li, Senyu  and
      Miranda, Lester James Validad  and
      Qi, Jirui  and
      Stap, David  and
      Winata, Genta Indra  and
      Zhang, Xinyu Crystina",
    booktitle = "Proceedings of the 6th Workshop on Multilingual Representation Learning ({MRL} 2026)",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.mrl-1.4/",
    pages = "37--52",
    ISBN = "979-8-89176-469-9"
}
@inproceedings{deng-2026-language,
    title = "Language Coverage Is Not Variety Coverage: Lexical Underrepresentation of Classical {C}hinese in Multilingual Tokenizers",
    author = "Deng, Lifan",
    editor = "Adelani, David Ifeoluwa  and
      Alabi, Jesujoba  and
      Arnett, Catherine  and
      Chang, Tyler  and
      Downey, C.M.  and
      Goldman, Omer  and
      Li, Senyu  and
      Miranda, Lester James Validad  and
      Qi, Jirui  and
      Stap, David  and
      Winata, Genta Indra  and
      Zhang, Xinyu Crystina",
    booktitle = "Proceedings of the 6th Workshop on Multilingual Representation Learning ({MRL} 2026)",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.mrl-1.5/",
    pages = "53--57",
    ISBN = "979-8-89176-469-9"
}
@inproceedings{zoumpoulidi-etal-2026-capable,
    title = "More Capable, Less Faithful: A Multilingual Analysis of Mathematical (Un)Solvability Detection in {LLM}s",
    author = "Zoumpoulidi, Maria-Eleni  and
      Xiros, Nikolaos  and
      Paraskevopoulos, Georgios",
    editor = "Adelani, David Ifeoluwa  and
      Alabi, Jesujoba  and
      Arnett, Catherine  and
      Chang, Tyler  and
      Downey, C.M.  and
      Goldman, Omer  and
      Li, Senyu  and
      Miranda, Lester James Validad  and
      Qi, Jirui  and
      Stap, David  and
      Winata, Genta Indra  and
      Zhang, Xinyu Crystina",
    booktitle = "Proceedings of the 6th Workshop on Multilingual Representation Learning ({MRL} 2026)",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.mrl-1.6/",
    pages = "58--67",
    ISBN = "979-8-89176-469-9"
}
@inproceedings{uvalieva-2026-leaving,
    title = "Leaving the {E}nglish Basin: A Logit-Lens View of Cross-Lingual Emotion Transfer in Multilingual {LLM}s",
    author = "Uvalieva, Zarina",
    editor = "Adelani, David Ifeoluwa  and
      Alabi, Jesujoba  and
      Arnett, Catherine  and
      Chang, Tyler  and
      Downey, C.M.  and
      Goldman, Omer  and
      Li, Senyu  and
      Miranda, Lester James Validad  and
      Qi, Jirui  and
      Stap, David  and
      Winata, Genta Indra  and
      Zhang, Xinyu Crystina",
    booktitle = "Proceedings of the 6th Workshop on Multilingual Representation Learning ({MRL} 2026)",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.mrl-1.7/",
    pages = "68--90",
    ISBN = "979-8-89176-469-9"
}
@inproceedings{dobler-etal-2026-macereason,
    title = "m{A}ce{R}eason-Math: A Dataset of High-quality Multilingual Math Problems Ready for {RLVR}",
    author = "Dobler, Konstantin  and
      Lehnerer, Simon  and
      Scozzafava, Federico  and
      Janke, Jonathan  and
      Ali, Mohamed",
    editor = "Adelani, David Ifeoluwa  and
      Alabi, Jesujoba  and
      Arnett, Catherine  and
      Chang, Tyler  and
      Downey, C.M.  and
      Goldman, Omer  and
      Li, Senyu  and
      Miranda, Lester James Validad  and
      Qi, Jirui  and
      Stap, David  and
      Winata, Genta Indra  and
      Zhang, Xinyu Crystina",
    booktitle = "Proceedings of the 6th Workshop on Multilingual Representation Learning ({MRL} 2026)",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.mrl-1.8/",
    pages = "91--101",
    ISBN = "979-8-89176-469-9"
}
@inproceedings{alderete-etal-2026-paradigms,
    title = "Paradigms over Surface Cues: Inflection Class Drives {H}indi Gender Assignment in Expert-Annotated Noun Paradigms",
    author = "Alderete, John  and
      Agrawal, Yogya  and
      Nguyen, Tra My  and
      Shah, Puja  and
      Mohan, Aanchan",
    editor = "Adelani, David Ifeoluwa  and
      Alabi, Jesujoba  and
      Arnett, Catherine  and
      Chang, Tyler  and
      Downey, C.M.  and
      Goldman, Omer  and
      Li, Senyu  and
      Miranda, Lester James Validad  and
      Qi, Jirui  and
      Stap, David  and
      Winata, Genta Indra  and
      Zhang, Xinyu Crystina",
    booktitle = "Proceedings of the 6th Workshop on Multilingual Representation Learning ({MRL} 2026)",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.mrl-1.9/",
    pages = "102--118",
    ISBN = "979-8-89176-469-9"
}
@inproceedings{veitsman-etal-2026-better,
    title = "Why Better Cross-Lingual Alignment Fails for Better Cross-Lingual Transfer: Case of Encoders",
    author = "Veitsman, Yana  and
      Liu, Yihong  and
      Schuetze, Hinrich",
    editor = "Adelani, David Ifeoluwa  and
      Alabi, Jesujoba  and
      Arnett, Catherine  and
      Chang, Tyler  and
      Downey, C.M.  and
      Goldman, Omer  and
      Li, Senyu  and
      Miranda, Lester James Validad  and
      Qi, Jirui  and
      Stap, David  and
      Winata, Genta Indra  and
      Zhang, Xinyu Crystina",
    booktitle = "Proceedings of the 6th Workshop on Multilingual Representation Learning ({MRL} 2026)",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.mrl-1.10/",
    pages = "119--134",
    ISBN = "979-8-89176-469-9"
}
@inproceedings{rosa-etal-2026-improves,
    title = "What Improves {A}kkadian Machine Translation, and What Only Seems To?",
    author = "Rosa, Francesco la  and
      Choi, Jaehyuk  and
      Siu, King Shun Hanson",
    editor = "Adelani, David Ifeoluwa  and
      Alabi, Jesujoba  and
      Arnett, Catherine  and
      Chang, Tyler  and
      Downey, C.M.  and
      Goldman, Omer  and
      Li, Senyu  and
      Miranda, Lester James Validad  and
      Qi, Jirui  and
      Stap, David  and
      Winata, Genta Indra  and
      Zhang, Xinyu Crystina",
    booktitle = "Proceedings of the 6th Workshop on Multilingual Representation Learning ({MRL} 2026)",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.mrl-1.11/",
    pages = "135--150",
    ISBN = "979-8-89176-469-9"
}
@inproceedings{alomair-etal-2026-wisdom,
    title = "Wisdom in Unity: The Role of Multilingual Training in Figurative Language Identification in Proverbs",
    author = "Alomair, Rama Khalid  and
      Alsubaie, Remas Hezam  and
      Mohammed, Walaa Saif Aleslam  and
      Alsonbul, Rima Khalid  and
      Alnajjar, Mona Saleh  and
      Aldosari, Razan Saeed  and
      Al-Ibrahim, Haya  and
      Aldayel, Abeer",
    editor = "Adelani, David Ifeoluwa  and
      Alabi, Jesujoba  and
      Arnett, Catherine  and
      Chang, Tyler  and
      Downey, C.M.  and
      Goldman, Omer  and
      Li, Senyu  and
      Miranda, Lester James Validad  and
      Qi, Jirui  and
      Stap, David  and
      Winata, Genta Indra  and
      Zhang, Xinyu Crystina",
    booktitle = "Proceedings of the 6th Workshop on Multilingual Representation Learning ({MRL} 2026)",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.mrl-1.12/",
    pages = "151--166",
    ISBN = "979-8-89176-469-9"
}
@inproceedings{r-2026-cross,
    title = "Cross-Lingual Gaps in Visual {STEM} Reasoning: Auditing {VLM}s Across Six {I}ndian Languages",
    author = "R, Swastik",
    editor = "Adelani, David Ifeoluwa  and
      Alabi, Jesujoba  and
      Arnett, Catherine  and
      Chang, Tyler  and
      Downey, C.M.  and
      Goldman, Omer  and
      Li, Senyu  and
      Miranda, Lester James Validad  and
      Qi, Jirui  and
      Stap, David  and
      Winata, Genta Indra  and
      Zhang, Xinyu Crystina",
    booktitle = "Proceedings of the 6th Workshop on Multilingual Representation Learning ({MRL} 2026)",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.mrl-1.13/",
    pages = "167--182",
    ISBN = "979-8-89176-469-9"
}
@inproceedings{safakar-pado-2026-testing,
    title = "Testing Language Model Sensitivity to Object-Anaphoric Accessibility: {P}ersian ye(k) and {E}nglish indefinite this",
    author = "Safakar, Nikta Yekrang  and
      Pad{\'o}, Sebastian",
    editor = "Adelani, David Ifeoluwa  and
      Alabi, Jesujoba  and
      Arnett, Catherine  and
      Chang, Tyler  and
      Downey, C.M.  and
      Goldman, Omer  and
      Li, Senyu  and
      Miranda, Lester James Validad  and
      Qi, Jirui  and
      Stap, David  and
      Winata, Genta Indra  and
      Zhang, Xinyu Crystina",
    booktitle = "Proceedings of the 6th Workshop on Multilingual Representation Learning ({MRL} 2026)",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.mrl-1.14/",
    pages = "183--195",
    ISBN = "979-8-89176-469-9"
}
@inproceedings{malashenko-etal-2026-loss,
    title = "Loss-Guided Vocabulary Discovery for Multilingual Static Encoders",
    author = "Malashenko, Boris  and
      Jarsky, Ivan  and
      Stumpf, Sviatoslav A.  and
      Efimova, Valeria",
    editor = "Adelani, David Ifeoluwa  and
      Alabi, Jesujoba  and
      Arnett, Catherine  and
      Chang, Tyler  and
      Downey, C.M.  and
      Goldman, Omer  and
      Li, Senyu  and
      Miranda, Lester James Validad  and
      Qi, Jirui  and
      Stap, David  and
      Winata, Genta Indra  and
      Zhang, Xinyu Crystina",
    booktitle = "Proceedings of the 6th Workshop on Multilingual Representation Learning ({MRL} 2026)",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.mrl-1.15/",
    pages = "196--205",
    ISBN = "979-8-89176-469-9"
}
@inproceedings{adari-2026-vaaniclip,
    title = "{V}aani{CLIP}: Cross-Lingual Speech-Text Retrieval for {I}ndic Languages",
    author = "Adari, Vamsi",
    editor = "Adelani, David Ifeoluwa  and
      Alabi, Jesujoba  and
      Arnett, Catherine  and
      Chang, Tyler  and
      Downey, C.M.  and
      Goldman, Omer  and
      Li, Senyu  and
      Miranda, Lester James Validad  and
      Qi, Jirui  and
      Stap, David  and
      Winata, Genta Indra  and
      Zhang, Xinyu Crystina",
    booktitle = "Proceedings of the 6th Workshop on Multilingual Representation Learning ({MRL} 2026)",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.mrl-1.16/",
    pages = "206--220",
    ISBN = "979-8-89176-469-9"
}
@inproceedings{alnuwaiser-etal-2026-natural,
    title = "Natural, Synthetic, or Mixed Supervision for Open-Weight {A}rabic Grammatical Error Correction",
    author = "Alnuwaiser, Mohammed  and
      Albalawi, Mohammed  and
      Alghamdi, Thikra Mansoor",
    editor = "Adelani, David Ifeoluwa  and
      Alabi, Jesujoba  and
      Arnett, Catherine  and
      Chang, Tyler  and
      Downey, C.M.  and
      Goldman, Omer  and
      Li, Senyu  and
      Miranda, Lester James Validad  and
      Qi, Jirui  and
      Stap, David  and
      Winata, Genta Indra  and
      Zhang, Xinyu Crystina",
    booktitle = "Proceedings of the 6th Workshop on Multilingual Representation Learning ({MRL} 2026)",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.mrl-1.17/",
    pages = "221--229",
    ISBN = "979-8-89176-469-9"
}
@inproceedings{said-shock-2026-geometric,
    title = "Geometric Representations of {A}frican Languages: A Regional Semantic Hub and Cultural Steering",
    author = "Said, Muhammad Abdullahi  and
      Shock, Jonathan P.",
    editor = "Adelani, David Ifeoluwa  and
      Alabi, Jesujoba  and
      Arnett, Catherine  and
      Chang, Tyler  and
      Downey, C.M.  and
      Goldman, Omer  and
      Li, Senyu  and
      Miranda, Lester James Validad  and
      Qi, Jirui  and
      Stap, David  and
      Winata, Genta Indra  and
      Zhang, Xinyu Crystina",
    booktitle = "Proceedings of the 6th Workshop on Multilingual Representation Learning ({MRL} 2026)",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.mrl-1.18/",
    pages = "230--244",
    ISBN = "979-8-89176-469-9"
}
@inproceedings{zhang-2026-safety-live,
    title = "Does Safety Live in a Shared Multilingual Subspace? Cross-Lingual (Non-)Transfer of the Refusal Direction",
    author = "Zhang, Ruiyang",
    editor = "Adelani, David Ifeoluwa  and
      Alabi, Jesujoba  and
      Arnett, Catherine  and
      Chang, Tyler  and
      Downey, C.M.  and
      Goldman, Omer  and
      Li, Senyu  and
      Miranda, Lester James Validad  and
      Qi, Jirui  and
      Stap, David  and
      Winata, Genta Indra  and
      Zhang, Xinyu Crystina",
    booktitle = "Proceedings of the 6th Workshop on Multilingual Representation Learning ({MRL} 2026)",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.mrl-1.19/",
    pages = "245--256",
    ISBN = "979-8-89176-469-9"
}
@inproceedings{jlali-suppa-2026-tunisianmmlu,
    title = "Is {T}unisian{MMLU} Actually {T}unisian? A Native-Speaker Audit of a Machine-Translated Dialect Benchmark",
    author = "Jlali, Fatma Ezzahra  and
      {\v{S}}uppa, Marek",
    editor = "Adelani, David Ifeoluwa  and
      Alabi, Jesujoba  and
      Arnett, Catherine  and
      Chang, Tyler  and
      Downey, C.M.  and
      Goldman, Omer  and
      Li, Senyu  and
      Miranda, Lester James Validad  and
      Qi, Jirui  and
      Stap, David  and
      Winata, Genta Indra  and
      Zhang, Xinyu Crystina",
    booktitle = "Proceedings of the 6th Workshop on Multilingual Representation Learning ({MRL} 2026)",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.mrl-1.20/",
    pages = "257--269",
    ISBN = "979-8-89176-469-9"
}
@inproceedings{sadab-sakhawat-2026-two,
    title = "Two Emojis of Difference: What Multilingual Affective Generation Benchmarks Actually Measure",
    author = "Sadab, Fardeen  and
      Sakhawat, Adib",
    editor = "Adelani, David Ifeoluwa  and
      Alabi, Jesujoba  and
      Arnett, Catherine  and
      Chang, Tyler  and
      Downey, C.M.  and
      Goldman, Omer  and
      Li, Senyu  and
      Miranda, Lester James Validad  and
      Qi, Jirui  and
      Stap, David  and
      Winata, Genta Indra  and
      Zhang, Xinyu Crystina",
    booktitle = "Proceedings of the 6th Workshop on Multilingual Representation Learning ({MRL} 2026)",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.mrl-1.21/",
    pages = "270--279",
    ISBN = "979-8-89176-469-9"
}
@inproceedings{al-farib-etal-2026-state,
    title = "State Tracking vs. Attention in a Morphologically Rich Low-Resource Language: A Controlled {B}angla Case Study with {M}amba-3",
    author = "al Farib, Sahil  and
      Meem, Momota Ahsana  and
      Islam, Sheikh Redwanul  and
      Arefin, Khan Md. Shams  and
      Anik, Azizur Rahman",
    editor = "Adelani, David Ifeoluwa  and
      Alabi, Jesujoba  and
      Arnett, Catherine  and
      Chang, Tyler  and
      Downey, C.M.  and
      Goldman, Omer  and
      Li, Senyu  and
      Miranda, Lester James Validad  and
      Qi, Jirui  and
      Stap, David  and
      Winata, Genta Indra  and
      Zhang, Xinyu Crystina",
    booktitle = "Proceedings of the 6th Workshop on Multilingual Representation Learning ({MRL} 2026)",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.mrl-1.22/",
    pages = "280--288",
    ISBN = "979-8-89176-469-9"
}
@inproceedings{jin-xiong-2026-beyond,
    title = "Beyond Aggregate Loss: Training Dynamics and Language-Specific Scaling Laws for Multilingual Language Models",
    author = "Jin, Renren  and
      Xiong, Deyi",
    editor = "Adelani, David Ifeoluwa  and
      Alabi, Jesujoba  and
      Arnett, Catherine  and
      Chang, Tyler  and
      Downey, C.M.  and
      Goldman, Omer  and
      Li, Senyu  and
      Miranda, Lester James Validad  and
      Qi, Jirui  and
      Stap, David  and
      Winata, Genta Indra  and
      Zhang, Xinyu Crystina",
    booktitle = "Proceedings of the 6th Workshop on Multilingual Representation Learning ({MRL} 2026)",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.mrl-1.23/",
    pages = "289--299",
    ISBN = "979-8-89176-469-9"
}
@inproceedings{ries-venkatesh-2026-evaluating,
    title = "Evaluating and Debiasing Multilingual Backpack Language Model Representations",
    author = "Ries, Jennifer Jane  and
      Venkatesh, Kavya",
    editor = "Adelani, David Ifeoluwa  and
      Alabi, Jesujoba  and
      Arnett, Catherine  and
      Chang, Tyler  and
      Downey, C.M.  and
      Goldman, Omer  and
      Li, Senyu  and
      Miranda, Lester James Validad  and
      Qi, Jirui  and
      Stap, David  and
      Winata, Genta Indra  and
      Zhang, Xinyu Crystina",
    booktitle = "Proceedings of the 6th Workshop on Multilingual Representation Learning ({MRL} 2026)",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.mrl-1.24/",
    pages = "300--309",
    ISBN = "979-8-89176-469-9"
}
@inproceedings{vahidi-pado-2026-cross,
    title = "When Cross-Lingual Consistency Is Not Enough: Diagnostics for Low-Resource Political Actor Portrayal",
    author = "Vahidi, Abdul Razaq  and
      Pad{\'o}, Sebastian",
    editor = "Adelani, David Ifeoluwa  and
      Alabi, Jesujoba  and
      Arnett, Catherine  and
      Chang, Tyler  and
      Downey, C.M.  and
      Goldman, Omer  and
      Li, Senyu  and
      Miranda, Lester James Validad  and
      Qi, Jirui  and
      Stap, David  and
      Winata, Genta Indra  and
      Zhang, Xinyu Crystina",
    booktitle = "Proceedings of the 6th Workshop on Multilingual Representation Learning ({MRL} 2026)",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.mrl-1.25/",
    pages = "310--319",
    ISBN = "979-8-89176-469-9"
}
@inproceedings{vico-libovicky-2026-talk,
    title = "What Do We Talk About When We Talk About Tokenization?",
    author = "Vico, Gianluca  and
      Libovick{\'y}, Jind{\v{r}}ich",
    editor = "Adelani, David Ifeoluwa  and
      Alabi, Jesujoba  and
      Arnett, Catherine  and
      Chang, Tyler  and
      Downey, C.M.  and
      Goldman, Omer  and
      Li, Senyu  and
      Miranda, Lester James Validad  and
      Qi, Jirui  and
      Stap, David  and
      Winata, Genta Indra  and
      Zhang, Xinyu Crystina",
    booktitle = "Proceedings of the 6th Workshop on Multilingual Representation Learning ({MRL} 2026)",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.mrl-1.26/",
    pages = "320--333",
    ISBN = "979-8-89176-469-9"
}
@inproceedings{martins-dunn-2026-language,
    title = "Where Are Language-Specific Features Represented in Multilingual {LLM}s? Everywhere",
    author = "Martins, Mikaela  and
      Dunn, Jonathan",
    editor = "Adelani, David Ifeoluwa  and
      Alabi, Jesujoba  and
      Arnett, Catherine  and
      Chang, Tyler  and
      Downey, C.M.  and
      Goldman, Omer  and
      Li, Senyu  and
      Miranda, Lester James Validad  and
      Qi, Jirui  and
      Stap, David  and
      Winata, Genta Indra  and
      Zhang, Xinyu Crystina",
    booktitle = "Proceedings of the 6th Workshop on Multilingual Representation Learning ({MRL} 2026)",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.mrl-1.27/",
    pages = "334--348",
    ISBN = "979-8-89176-469-9"
}
@inproceedings{pan-hsieh-2026-typological,
    title = "Typological Features are Multiple-Choice Questions, not Yes/No Questions: Lessons from Typological Feature-Value Embeddings",
    author = "Pan, Tung-Le  and
      Hsieh, Shu-Kai",
    editor = "Adelani, David Ifeoluwa  and
      Alabi, Jesujoba  and
      Arnett, Catherine  and
      Chang, Tyler  and
      Downey, C.M.  and
      Goldman, Omer  and
      Li, Senyu  and
      Miranda, Lester James Validad  and
      Qi, Jirui  and
      Stap, David  and
      Winata, Genta Indra  and
      Zhang, Xinyu Crystina",
    booktitle = "Proceedings of the 6th Workshop on Multilingual Representation Learning ({MRL} 2026)",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.mrl-1.28/",
    pages = "349--365",
    ISBN = "979-8-89176-469-9"
}
@inproceedings{singh-2026-one,
    title = "One Meaning, Many Romanizations: Selective Stability of Multilingual Representations under Informal {I}ndic {R}omanization",
    author = "Singh, Divyajot",
    editor = "Adelani, David Ifeoluwa  and
      Alabi, Jesujoba  and
      Arnett, Catherine  and
      Chang, Tyler  and
      Downey, C.M.  and
      Goldman, Omer  and
      Li, Senyu  and
      Miranda, Lester James Validad  and
      Qi, Jirui  and
      Stap, David  and
      Winata, Genta Indra  and
      Zhang, Xinyu Crystina",
    booktitle = "Proceedings of the 6th Workshop on Multilingual Representation Learning ({MRL} 2026)",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.mrl-1.29/",
    pages = "366--376",
    ISBN = "979-8-89176-469-9"
}
@inproceedings{adjovi-etal-2026-multilingual,
    title = "When Multilingual Embeddings Collapse: Representation Failure and Metric (Un)reliability for {H}ausa and Fongbe Machine Translation",
    author = "Adjovi, Mahounan Pericles  and
      Eiselen, Roald  and
      Mitra, Prasenjit",
    editor = "Adelani, David Ifeoluwa  and
      Alabi, Jesujoba  and
      Arnett, Catherine  and
      Chang, Tyler  and
      Downey, C.M.  and
      Goldman, Omer  and
      Li, Senyu  and
      Miranda, Lester James Validad  and
      Qi, Jirui  and
      Stap, David  and
      Winata, Genta Indra  and
      Zhang, Xinyu Crystina",
    booktitle = "Proceedings of the 6th Workshop on Multilingual Representation Learning ({MRL} 2026)",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.mrl-1.30/",
    pages = "377--385",
    ISBN = "979-8-89176-469-9"
}
@inproceedings{vertanen-2026-multilingual,
    title = "Multilingual Datasets for Augmentative and Alternative Communication",
    author = "Vertanen, Keith",
    editor = "Adelani, David Ifeoluwa  and
      Alabi, Jesujoba  and
      Arnett, Catherine  and
      Chang, Tyler  and
      Downey, C.M.  and
      Goldman, Omer  and
      Li, Senyu  and
      Miranda, Lester James Validad  and
      Qi, Jirui  and
      Stap, David  and
      Winata, Genta Indra  and
      Zhang, Xinyu Crystina",
    booktitle = "Proceedings of the 6th Workshop on Multilingual Representation Learning ({MRL} 2026)",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.mrl-1.31/",
    pages = "386--393",
    ISBN = "979-8-89176-469-9"
}
@inproceedings{shim-etal-2026-whisper,
    title = "Whisper-Style Speech Encoders Align Semantically Beyond Phonetic Cues",
    author = "Shim, Ryan Soh-Eun  and
      de Cristofaro, Domenico  and
      Hu, Chengzhi Martin  and
      Vietti, Alessandro  and
      Plank, Barbara",
    editor = "Adelani, David Ifeoluwa  and
      Alabi, Jesujoba  and
      Arnett, Catherine  and
      Chang, Tyler  and
      Downey, C.M.  and
      Goldman, Omer  and
      Li, Senyu  and
      Miranda, Lester James Validad  and
      Qi, Jirui  and
      Stap, David  and
      Winata, Genta Indra  and
      Zhang, Xinyu Crystina",
    booktitle = "Proceedings of the 6th Workshop on Multilingual Representation Learning ({MRL} 2026)",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.mrl-1.32/",
    pages = "394--403",
    ISBN = "979-8-89176-469-9"
}
@inproceedings{miranda-etal-2026-cross,
    title = "Cross-Lingual Transfer and Shared Geometry of Deception Probes in {LLM}s",
    author = "Miranda, Matheus Prado  and
      Locatelli, Marcelo Sartori  and
      Almeida, Virgilio  and
      Jr., Wagner Meira",
    editor = "Adelani, David Ifeoluwa  and
      Alabi, Jesujoba  and
      Arnett, Catherine  and
      Chang, Tyler  and
      Downey, C.M.  and
      Goldman, Omer  and
      Li, Senyu  and
      Miranda, Lester James Validad  and
      Qi, Jirui  and
      Stap, David  and
      Winata, Genta Indra  and
      Zhang, Xinyu Crystina",
    booktitle = "Proceedings of the 6th Workshop on Multilingual Representation Learning ({MRL} 2026)",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.mrl-1.33/",
    pages = "404--421",
    ISBN = "979-8-89176-469-9"
}
@inproceedings{tasalti-etal-2026-cot,
    title = "Does {C}o{T}-Pass@k Really Check the {C}o{T}? A Multilingual Mathematical Audit",
    author = "Ta{\c{s}}alt{\i}, Tar{\i}k Tuna  and
      Hudaverdi, Burcu  and
      Semedo, David",
    editor = "Adelani, David Ifeoluwa  and
      Alabi, Jesujoba  and
      Arnett, Catherine  and
      Chang, Tyler  and
      Downey, C.M.  and
      Goldman, Omer  and
      Li, Senyu  and
      Miranda, Lester James Validad  and
      Qi, Jirui  and
      Stap, David  and
      Winata, Genta Indra  and
      Zhang, Xinyu Crystina",
    booktitle = "Proceedings of the 6th Workshop on Multilingual Representation Learning ({MRL} 2026)",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.mrl-1.34/",
    pages = "422--444",
    ISBN = "979-8-89176-469-9"
}
@inproceedings{kim-minku-2026-cross,
    title = "Cross-Lingual Transfer of Evil Vectors Is Directionally Asymmetric",
    author = "Kim, Juann  and
      MinKu, Kang",
    editor = "Adelani, David Ifeoluwa  and
      Alabi, Jesujoba  and
      Arnett, Catherine  and
      Chang, Tyler  and
      Downey, C.M.  and
      Goldman, Omer  and
      Li, Senyu  and
      Miranda, Lester James Validad  and
      Qi, Jirui  and
      Stap, David  and
      Winata, Genta Indra  and
      Zhang, Xinyu Crystina",
    booktitle = "Proceedings of the 6th Workshop on Multilingual Representation Learning ({MRL} 2026)",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.mrl-1.35/",
    pages = "445--454",
    ISBN = "979-8-89176-469-9"
}
@inproceedings{jadhav-etal-2026-interpretable,
    title = "Interpretable Text-Based Prosodic Boundary Prediction for {H}indi Children{'}s Stories",
    author = "Jadhav, Sakshi  and
      Dhamne, Mansi  and
      Rao, Preeti",
    editor = "Adelani, David Ifeoluwa  and
      Alabi, Jesujoba  and
      Arnett, Catherine  and
      Chang, Tyler  and
      Downey, C.M.  and
      Goldman, Omer  and
      Li, Senyu  and
      Miranda, Lester James Validad  and
      Qi, Jirui  and
      Stap, David  and
      Winata, Genta Indra  and
      Zhang, Xinyu Crystina",
    booktitle = "Proceedings of the 6th Workshop on Multilingual Representation Learning ({MRL} 2026)",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.mrl-1.36/",
    pages = "455--466",
    ISBN = "979-8-89176-469-9"
}
@inproceedings{yilmaz-etal-2026-impact,
    title = "Impact of Bilingual Corpus on Pretraining Large Language Models: An Analysis for {T}urkish",
    author = {Y{\i}lmaz, Elif {\"O}zge  and
      Uysal, Melike  and
      Toraman, Cagri},
    editor = "Adelani, David Ifeoluwa  and
      Alabi, Jesujoba  and
      Arnett, Catherine  and
      Chang, Tyler  and
      Downey, C.M.  and
      Goldman, Omer  and
      Li, Senyu  and
      Miranda, Lester James Validad  and
      Qi, Jirui  and
      Stap, David  and
      Winata, Genta Indra  and
      Zhang, Xinyu Crystina",
    booktitle = "Proceedings of the 6th Workshop on Multilingual Representation Learning ({MRL} 2026)",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.mrl-1.37/",
    pages = "467--479",
    ISBN = "979-8-89176-469-9"
}
@inproceedings{asiimwe-etal-2026-runyaner,
    title = "{R}unya{NER}: Auxiliary Language Selection for {R}unyankore {NER}",
    author = "Asiimwe, Prosper Arineitwe  and
      Meyer, Francois  and
      Buys, Jan",
    editor = "Adelani, David Ifeoluwa  and
      Alabi, Jesujoba  and
      Arnett, Catherine  and
      Chang, Tyler  and
      Downey, C.M.  and
      Goldman, Omer  and
      Li, Senyu  and
      Miranda, Lester James Validad  and
      Qi, Jirui  and
      Stap, David  and
      Winata, Genta Indra  and
      Zhang, Xinyu Crystina",
    booktitle = "Proceedings of the 6th Workshop on Multilingual Representation Learning ({MRL} 2026)",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.mrl-1.38/",
    pages = "480--491",
    ISBN = "979-8-89176-469-9"
}
@inproceedings{incidelen-etal-2026-cost,
    title = "The Cost of Asking in {T}urkish: Prompt Language Effects on Code {LLM}s",
    author = "{\.I}ncidelen, Mert  and
      Kaya, Melike  and
      {\.I}{\c{s}}bilir, Elif  and
      Santur, Yunus",
    editor = "Adelani, David Ifeoluwa  and
      Alabi, Jesujoba  and
      Arnett, Catherine  and
      Chang, Tyler  and
      Downey, C.M.  and
      Goldman, Omer  and
      Li, Senyu  and
      Miranda, Lester James Validad  and
      Qi, Jirui  and
      Stap, David  and
      Winata, Genta Indra  and
      Zhang, Xinyu Crystina",
    booktitle = "Proceedings of the 6th Workshop on Multilingual Representation Learning ({MRL} 2026)",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.mrl-1.39/",
    pages = "492--496",
    ISBN = "979-8-89176-469-9"
}
@inproceedings{olowookere-ajayi-osemeke-2026-continued,
    title = "How Does Continued {A}frican Adaptation Reshape Multilingual Representations?",
    author = "Olowookere-Ajayi, Oluwadarasimi  and
      Osemeke, Jesse-Paul",
    editor = "Adelani, David Ifeoluwa  and
      Alabi, Jesujoba  and
      Arnett, Catherine  and
      Chang, Tyler  and
      Downey, C.M.  and
      Goldman, Omer  and
      Li, Senyu  and
      Miranda, Lester James Validad  and
      Qi, Jirui  and
      Stap, David  and
      Winata, Genta Indra  and
      Zhang, Xinyu Crystina",
    booktitle = "Proceedings of the 6th Workshop on Multilingual Representation Learning ({MRL} 2026)",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.mrl-1.40/",
    pages = "497--509",
    ISBN = "979-8-89176-469-9"
}
@inproceedings{albayda-naguio-2026-pag,
    title = "Pag-refuse: Safety Alignment Transfers Unevenly to {T}agalog and Taglish",
    author = "Albayda, Albrave Raphael  and
      Naguio, Angelica Anne Araneta",
    editor = "Adelani, David Ifeoluwa  and
      Alabi, Jesujoba  and
      Arnett, Catherine  and
      Chang, Tyler  and
      Downey, C.M.  and
      Goldman, Omer  and
      Li, Senyu  and
      Miranda, Lester James Validad  and
      Qi, Jirui  and
      Stap, David  and
      Winata, Genta Indra  and
      Zhang, Xinyu Crystina",
    booktitle = "Proceedings of the 6th Workshop on Multilingual Representation Learning ({MRL} 2026)",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.mrl-1.41/",
    pages = "510--518",
    ISBN = "979-8-89176-469-9"
}
@inproceedings{cacioli-2026-whisper,
    title = "When Whisper Italianizes: Measuring and Mitigating Dialect Substitution Bias in {N}eapolitan {ASR}",
    author = "Cacioli, Michael",
    editor = "Adelani, David Ifeoluwa  and
      Alabi, Jesujoba  and
      Arnett, Catherine  and
      Chang, Tyler  and
      Downey, C.M.  and
      Goldman, Omer  and
      Li, Senyu  and
      Miranda, Lester James Validad  and
      Qi, Jirui  and
      Stap, David  and
      Winata, Genta Indra  and
      Zhang, Xinyu Crystina",
    booktitle = "Proceedings of the 6th Workshop on Multilingual Representation Learning ({MRL} 2026)",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.mrl-1.42/",
    pages = "519--532",
    ISBN = "979-8-89176-469-9"
}
@inproceedings{waseem-fawaz-2026-false,
    title = "A False Positive in Cross-Lingual Unlearning Evaluation",
    author = "Waseem, Mohamed  and
      Fawaz, Mohammed",
    editor = "Adelani, David Ifeoluwa  and
      Alabi, Jesujoba  and
      Arnett, Catherine  and
      Chang, Tyler  and
      Downey, C.M.  and
      Goldman, Omer  and
      Li, Senyu  and
      Miranda, Lester James Validad  and
      Qi, Jirui  and
      Stap, David  and
      Winata, Genta Indra  and
      Zhang, Xinyu Crystina",
    booktitle = "Proceedings of the 6th Workshop on Multilingual Representation Learning ({MRL} 2026)",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.mrl-1.43/",
    pages = "533--541",
    ISBN = "979-8-89176-469-9"
}
@inproceedings{shimizu-etal-2026-revisiting,
    title = "Revisiting the Effectiveness of Word-level Tokenization in Language Model Pretraining",
    author = "Shimizu, Takahiro  and
      Wang, Tianqi  and
      Suzuki, Jun",
    editor = "Adelani, David Ifeoluwa  and
      Alabi, Jesujoba  and
      Arnett, Catherine  and
      Chang, Tyler  and
      Downey, C.M.  and
      Goldman, Omer  and
      Li, Senyu  and
      Miranda, Lester James Validad  and
      Qi, Jirui  and
      Stap, David  and
      Winata, Genta Indra  and
      Zhang, Xinyu Crystina",
    booktitle = "Proceedings of the 6th Workshop on Multilingual Representation Learning ({MRL} 2026)",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.mrl-1.44/",
    pages = "542--559",
    ISBN = "979-8-89176-469-9"
}
@inproceedings{manea-etal-2026-multiinpaintcoco,
    title = "{M}ulti{I}npaint{COCO}: Fine-Grained Visual Understanding in Multiple Languages",
    author = {Manea, Andrei-Alexandru  and
      Libovick{\'y}, Jind{\v{r}}ich  and
      R{\"o}sch, Philipp J.},
    editor = "Adelani, David Ifeoluwa  and
      Alabi, Jesujoba  and
      Arnett, Catherine  and
      Chang, Tyler  and
      Downey, C.M.  and
      Goldman, Omer  and
      Li, Senyu  and
      Miranda, Lester James Validad  and
      Qi, Jirui  and
      Stap, David  and
      Winata, Genta Indra  and
      Zhang, Xinyu Crystina",
    booktitle = "Proceedings of the 6th Workshop on Multilingual Representation Learning ({MRL} 2026)",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.mrl-1.45/",
    pages = "560--585",
    ISBN = "979-8-89176-469-9"
}
@inproceedings{ng-etal-2026-language,
    title = "Language Distances are Practical for Equitable Cross-Lingual Transfer",
    author = "Ng, York Hay  and
      Rifandi, Razan Ahsan  and
      Khan, Aditya  and
      Lee, En-Shiun Annie",
    editor = "Adelani, David Ifeoluwa  and
      Alabi, Jesujoba  and
      Arnett, Catherine  and
      Chang, Tyler  and
      Downey, C.M.  and
      Goldman, Omer  and
      Li, Senyu  and
      Miranda, Lester James Validad  and
      Qi, Jirui  and
      Stap, David  and
      Winata, Genta Indra  and
      Zhang, Xinyu Crystina",
    booktitle = "Proceedings of the 6th Workshop on Multilingual Representation Learning ({MRL} 2026)",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.mrl-1.46/",
    pages = "586--608",
    ISBN = "979-8-89176-469-9"
}
@inproceedings{lee-etal-2026-kmmmu,
    title = "{KMMMU}: Evaluation of Massive Multi-discipline Multimodal Understanding in {K}orean Language and Context",
    author = "Lee, Nahyun  and
      Son, Guijin  and
      Ko, Hyunwoo  and
      Kim, Chanyoung  and
      An, JunYoung  and
      Han, Kyubeen  and
      Yu, Youngjae  and
      Kwak, Il-Youp",
    editor = "Adelani, David Ifeoluwa  and
      Alabi, Jesujoba  and
      Arnett, Catherine  and
      Chang, Tyler  and
      Downey, C.M.  and
      Goldman, Omer  and
      Li, Senyu  and
      Miranda, Lester James Validad  and
      Qi, Jirui  and
      Stap, David  and
      Winata, Genta Indra  and
      Zhang, Xinyu Crystina",
    booktitle = "Proceedings of the 6th Workshop on Multilingual Representation Learning ({MRL} 2026)",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.mrl-1.47/",
    pages = "609--634",
    ISBN = "979-8-89176-469-9"
}
@inproceedings{ugli-etal-2026-uzlitattr,
    title = "{U}z{L}it{A}ttr:{AB}enchmarkfor{C}losed-{S}et{A}uthorship{A}ttributionin{U}zbek {L}iterary{T}exts",
    author = "Ugli, Oybek Eraliev Maripjon  and
      Muhsinov, Azizbek  and
      Alikhanov, Jumabek",
    editor = "Adelani, David Ifeoluwa  and
      Alabi, Jesujoba  and
      Arnett, Catherine  and
      Chang, Tyler  and
      Downey, C.M.  and
      Goldman, Omer  and
      Li, Senyu  and
      Miranda, Lester James Validad  and
      Qi, Jirui  and
      Stap, David  and
      Winata, Genta Indra  and
      Zhang, Xinyu Crystina",
    booktitle = "Proceedings of the 6th Workshop on Multilingual Representation Learning ({MRL} 2026)",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.mrl-1.48/",
    pages = "635--652",
    ISBN = "979-8-89176-469-9"
}
@inproceedings{acquaye-etal-2026-mghana,
    title = "{MG}hana-{ST}: A Low-Resource Speech Translation Dataset for Ghanaian Languages and an Analysis of Multilingual Training Trade-offs",
    author = "Acquaye, Frank Lawrence Nii Adoquaye  and
      Parakal, Eric George  and
      Johnson, Jesse  and
      Bhimani, Kishankumar  and
      Basil, Jochebed Afua",
    editor = "Adelani, David Ifeoluwa  and
      Alabi, Jesujoba  and
      Arnett, Catherine  and
      Chang, Tyler  and
      Downey, C.M.  and
      Goldman, Omer  and
      Li, Senyu  and
      Miranda, Lester James Validad  and
      Qi, Jirui  and
      Stap, David  and
      Winata, Genta Indra  and
      Zhang, Xinyu Crystina",
    booktitle = "Proceedings of the 6th Workshop on Multilingual Representation Learning ({MRL} 2026)",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.mrl-1.49/",
    pages = "653--664",
    ISBN = "979-8-89176-469-9"
}
@inproceedings{perez-ortiz-2026-research,
    title = "A Research Compass for the Acquisition of Thousands of Low-Resource Languages by {AI} Models via Form-Focused Study and Usage-Based Linguistic Immersion",
    author = "P{\'e}rez-Ortiz, Juan Antonio",
    editor = "Adelani, David Ifeoluwa  and
      Alabi, Jesujoba  and
      Arnett, Catherine  and
      Chang, Tyler  and
      Downey, C.M.  and
      Goldman, Omer  and
      Li, Senyu  and
      Miranda, Lester James Validad  and
      Qi, Jirui  and
      Stap, David  and
      Winata, Genta Indra  and
      Zhang, Xinyu Crystina",
    booktitle = "Proceedings of the 6th Workshop on Multilingual Representation Learning ({MRL} 2026)",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.mrl-1.50/",
    pages = "665--683",
    ISBN = "979-8-89176-469-9"
}
@inproceedings{zhang-etal-2026-paint,
    title = "{PAINT}: A Framework for Multilingual Pain Representation from Medical Licensing Exams to Real-World Clinical Texts",
    author = "Zhang, Boya  and
      Ma, Yuanchao  and
      Wu, Jiageng  and
      Chaisutyakorn, Krittaphas  and
      Gameiro, Rodrigo  and
      Han, Ahram  and
      Huang, Chien-Yu  and
      Jaiswal, Nikhil  and
      Leite, Marianna  and
      Mora-Mau, Miriam  and
      Moreno, Jaime Alonso Pineda  and
      Placino, Siena Kathleen V.  and
      Yamamoto, Ryohei  and
      Jia, Yugang  and
      Yang, Jie  and
      Celi, Leo Anthony  and
      Teodoro, Douglas",
    editor = "Adelani, David Ifeoluwa  and
      Alabi, Jesujoba  and
      Arnett, Catherine  and
      Chang, Tyler  and
      Downey, C.M.  and
      Goldman, Omer  and
      Li, Senyu  and
      Miranda, Lester James Validad  and
      Qi, Jirui  and
      Stap, David  and
      Winata, Genta Indra  and
      Zhang, Xinyu Crystina",
    booktitle = "Proceedings of the 6th Workshop on Multilingual Representation Learning ({MRL} 2026)",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.mrl-1.51/",
    pages = "684--701",
    ISBN = "979-8-89176-469-9"
}