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🌍 Multilingual & cross-lingual NLP

388 papers · page 5 of 5 · 326–388 · the most cited first · all topics

One model, many languages: transfer across languages and models that read them all.

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  1. Benchmarking Multilingual LLM Translation Accuracy for FuzhouneseSue Zheng, Jelke Bloem2026 · 1 citation
  2. CorefInst: Leveraging LLMs for Multilingual Coreference ResolutionTuğba Pamay Arslan, Emircan Erol, Gülşen Eryiğit2026 · 1 citation
  3. HPLT 3.0: Very Large-Scale Multilingual Resources for LLMs and MT. Mono- and Bi-lingual Data, Multilingual Evaluation, and Pre-Trained ModelsStephan Oepen, Nikolay Arefyev, Mikko Aulamo, et al.2026 · 1 citation
  4. MAD: A Corpus of Multilingual Argumentative DeliberationEimear Maguire, Ella Schad, Jacky Visser, et al.2026 · 1 citation
  5. Mitigating Language Bias in Multilingual Sentence Embeddings for Cross-Lingual Similarity EstimationKanade Nonomura, Keita Fukushima, Risa Kondo, et al.2026 · 1 citation
  6. Multilingual Communication in the Asylum Context: Evaluating LLM-Based Machine Translation with Fuzzy Match Augmentation and Adaptive NMT across Resource Conditions under Low-Data ConstraintsThomas Moerman, Arda Tezcan, Lieve Macken2026 · 1 citation
  7. Multilingual Long-Form Speech Instruction Following: KIT's Submission to IWSLT 2026Enes Yavuz Ugan, Maike Züfle, Yuka Ko, et al.2026 · 1 citation
  8. MUSCAT: MUltilingual, SCientific ConversATion BenchmarkSupriti Sinhamahapatra, Thai-Binh Nguyen, Yiğit Oğuz, et al.2026 · 1 citation
  9. Optimizing Multilingual LLMs via Federated Learning: A Study of Client Language CompositionAleix Sant, Jordi Luque, Carlos Escolano2026 · 1 citation
  10. Sema System for the DMR 2026 Shared Task: Multistage UMR Parsing with Qwen3-4BRémi de Vergnette, Maxime Amblard2026 · 1 citation
  11. Speak in Context: Multilingual ASR with Speech–Context Alignment via Contrastive LearningYuchen Zhang, Haralambos Mouratidis, Ravi Shekhar2026 · 1 citation
  12. UppsalaNLP at EvaLatin 2026: Multilingual parsing for LatinSara Stymne2026 · 1 citation
  13. XQ-MEval: A Dataset with Cross-lingual Parallel Quality for Benchmarking Translation MetricsJingxuan Liu, Zhi Qu, Jin Tei, et al.2026 · 1 citation
  14. Adaptive Originality Filtering: Rejection Based Prompting and RiddleScore for Culturally Grounded Multilingual Riddle GenerationDuy Le, Kent Ziti, Evan Girard-Sun, et al.2025 · 1 citation
  15. Cross-Lingual Mental Health Ontologies for Indian Languages: Bridging Patient Expression and Clinical Understanding through Explainable AI and Human-in-the-Loop ValidationAnanth Kandala, Ratna Kandala, Akshata Kishore Moharir, et al.2025 · 1 citation
  16. Cross-Lingual SynthDocs: A Large-Scale Synthetic Corpus for Any to Arabic OCR and Document UnderstandingHaneen Al-Homoud; Asma Ibrahim; Murtadha Al-Jubran; Fahad Al-Otaibi; Yazeed Al-Harbi; Daulet Toibazar; Kesen Wang;, Pedro J. Moreno2025 · 1 citation
  17. When Alignment Hurts: Decoupling Representational Spaces in Multilingual ModelsAhmed Elshabrawy, Hour Kaing, Haiyue Song, et al.2025 · 1 citation
  18. Harnessing Multilingual Resources to Question Answering in ArabicKhalid Alnajjar, Mika Hamalainen2022 · 1 citation
  19. Automatic Cross-Lingual Similarization of Dependency Grammars for Tree-based Machine TranslationWenbin Jiang, Wen Zhang, Jinan Xu, et al.2016 · 1 citation
  20. Roots & patterns vs. stems plus grammar-lexis specifications: on what basis should a multilingual database centred on Arabic be built?Joseph Dichy, Ali Farghaly2003 · 1 citation
  21. A Longitudinal, Multinational, and Multilingual Corpus of News Coverage of the Russo-Ukrainian WarDikshya Mohanty, Taisiia Sabadyn, Jelwin Rodrigues, et al.2026
  22. A Multilingual Red Teaming–Driven Safety Analysis of LLMsPatrícia Pandeiro, Vera Cabarrão, Helena Moniz2026
  23. A Recipe for Adapting Multilingual Embedders to OCR-Error Robustness and Historical TextsAndrianos Michail, Stylianos Psychias, Juri Opitz, et al.2026
  24. AI Safety Lost in Translation: Evaluating the Effectiveness of English-Italian Cross-Lingual LLM Safety AlignmentAlessio Wu, Martim Brandao2026
  25. Align and Shine: Building High-quality Sentence-aligned Corpora for Multilingual Text SimplificationLuis Kenji Hilasaca Sanchez, Nouran Khallaf, Serge Sharoff2026
  26. Analyzing and Improving Cross-lingual Knowledge Transfer for Machine TranslationDavid Stap2026
  27. Are Language Models Borrowing-Blind? A Multilingual Evaluation of Loanword Identification across 10 LanguagesMerilin Sousa Silva, Sina Ahmadi2026
  28. Benchmarking Large Language Models for Game Localization Quality Assurance: A Cross-Model, Cross-Lingual AnalysisMao Tian, Na Wu2026
  29. Beyond Catalogue Counts: The Dataset Visibility Asymmetry in Low-Resource Multilingual NLPZhiyin Tan, Changxu Duan2026
  30. Beyond Multilinguality: Typological Limitations in Multilingual Models for Meitei LanguageBadal Nyalang2026
  31. Creating a Hybrid Rule and Neural Network Based Semantic Tagger Using Silver Standard Data: The PyMUSAS Framework for Multilingual Semantic AnnotationAndrew Moore, Paul Rayson, Dawn Archer, et al.2026
  32. Cross-Lingual and Cross-Cultural Transfer of Talk Move Classification to German Science ClassroomsChristian Wartena, Christian Schumburg, Andreas Nehring, et al.2026
  33. Cross-lingual Lexical Semantic Change in Romance LanguagesAna Sabina Uban, Liviu P Dinu, Anca Daniela Dinu, et al.2026
  34. EmoAra: Emotion-Preserving English Speech Transcription and Cross-Lingual Translation with Arabic Text-to-SpeechBesher Hassan, Ibrahim Alsarraj, Musaab Hasan, et al.2026
  35. Evaluation of Multilingual Text Simplification for the Mental Health Domain: Exploring Small Language ModelsOlga Pelloni, Sandra Just, Lars Bongo2026
  36. FIBER: A Multilingual Evaluation Resource for Factual Inference BiasEvren Ayberk Munis, Deniz Yilmaz, Arianna Muti, et al.2026
  37. FormosanMT: A Multilingual Parallel Corpus of the Formosan Language FamilyHunter Scheppat, Joshua K. Hartshorne, Sema Koc, et al.2026
  38. From LLM Prompts to Acoustic Baselines: A Scalable Pipeline for Under-Resourced Disfluent Code-Mixed SpeechAnuran Mitra, Anirvan Chakravarty, Tapabrata Mondal, et al.2026
  39. GhostWriter: Hidden AI-Generated Texts over Multiple Languages, Domains and GeneratorsManuel Schaaf, Kevin Bönisch, Alexander Mehler2026
  40. High-Order Question Generation in a Multilingual Educational ContextSuna Seyma Uçar, Itziar Aldabe, Nora Aranberri, et al.2026
  41. HistoryBankQA: Multilingual Temporal Question Answering on Historical EventsBiswadip Mandal, Anant Khandelwal, Manish Gupta2026
  42. I Understand How You Feel: Enhancing Deeper Emotional Support Through Multilingual Emotional Validation in Dialogue SystemZi Haur Pang, Yahui Fu, Koji Inoue, et al.2026
  43. Indic-TunedLens: Interpreting Multilingual Models in Indian LanguagesMihir Panchal, Deeksha Varshney, Mamta, et al.2026
  44. Interlinear Glosses as a Multilingual Pivot for Machine Translation: An Updated Study on Turkish with Restricted ResourcesVolkan Ozer, Shu Okabe, Alexander Fraser2026
  45. Is Cross-Lingual Transfer in Bilingual Models Human-Like? A Study with Overlapping Word Forms in Dutch and EnglishIza Škrjanec, Irene Elisabeth Winther, Vera Demberg, et al.2026
  46. Knowledge-Infused Hierarchy-Aware Emotion Recognition in Code-mixed Mental Health Counseling ConversationsAseem Srivastava, Kushagra Mittal, Anusha Tiwari, et al.2026
  47. LocRegen: Cost-Efficient Redundancy Removal in Multilingual E-commerce Titles with Small Language ModelsBryan Zhang, Stephan Walter, Luca Lomanto, et al.2026
  48. Lost in Translation: Repurposing semantic similarity benchmarks for evaluating lexical-semantic consistency in LLM-based machine translationQuin Ye, Jelke Bloem2026
  49. Merge and Conquer: Instructing Multilingual Models by Adding Target Language WeightsEneko Valero, Maria Ribalta i Albado, Oscar Sainz, et al.2026
  50. mSCoRe: A Multilingual and Scalable Benchmark for Skill-based Commonsense ReasoningNghia Trung Ngo, Franck Dernoncourt, Thien Huu Nguyen2026
  51. MultiCoS: A Multilingual Dataset of Connective Semantics with Context–Sentence CompatibilityAnne Mucha, Ciyang Qing, Wataru Uegaki2026
  52. Multilingual KokoroChat: A Multi-LLM Ensemble Translation Method for Creating a Multilingual Counseling Dialogue DatasetRyoma Suzuki, Zhiyang Qi, Michimasa Inaba2026
  53. Multilingual Target-Stance ExtractionEthan Leigh Mines, Bonnie J. Dorr2026
  54. MUSIA: Multilingual Story Illustration Corpus for Cross-Cultural Alignment and GenerationKrishna Tewari, Supriya Chanda, Nirmit Patil, et al.2026
  55. Nepali Lemmatization with Multilingual Transformers: Intrinsic and Extrinsic Evaluation in a Low-Resource SettingSunil Regmi, Sundeep Dawadi, Bal Krishna Bal2026
  56. NRD: A Hybrid Disentanglement Framework for Mitigating Interference in Multilingual Machine TranslationJiarui Zhang, Yifan Deng2026
  57. PolyglotQL: A Pipeline for Multilingual Text-to-SPARQL Dataset GenerationJulio Perez, Fabio Barth, Georg Rehm2026
  58. Quantifying the Impact of Translation Errors on Multilingual LLM EvaluationKlaudia Thellmann, Bernhard Stadler, Michael Färber, et al.2026
  59. SAINT: Multilingual Span-Level Interpretability for Sentiment AnalysisSeid Muhie Yimam, Tadesse Destaw Belay, Robert Geislinger, et al.2026
  60. Translation-CoT: A Human-Inspired Chain-of-Thought Framework for Multilingual LLM TranslationTabia Tanzin Prama, Juniper L Lovato, Chris Danforth, et al.2026
  61. ViMedCSS: A Vietnamese Medical Code-Switching Speech Dataset & BenchmarkTung X. Nguyen, Nhu Vo, Giang-Son Nguyen, et al.2026
  62. Bridging Laughter Across Languages: Generation of Hindi-English Code-mixed PunsLikhith Asapu, Prashant Kodali, Ashna Dua, et al.2025
  63. 面向语言学习者的跨语言反馈评语生成方法(Cross-Lingual Feedback Comment Generation for Language Learners)Jiyuan An, Lin Zhu, Erhong Yang2024

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