Linguistics

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Period ending 2026-09-21

34 new papers

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Period ending 2026-09-14

31 new papers

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Period ending 2026-09-07

32 new papers

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  1. Retrieval Augmented Generation Framework for the Nepali Legal Domain Question Answering

    Apr 20, 2026Samir Wagle, Abiral Adhikari, Reewaj Khanal +4Legal DomainLegal Natural Language Processing Benchmarks

  2. Do LLMs Use Cultural Knowledge Without Being Told? A Multilingual Evaluation of Implicit Pragmatic Adaptation

    Apr 20, 2026Mehwish Nasim, Sanjeevan Selvaganapathy, Neel Ganapathi Sabhahit +6Cultural KnowledgeLinguistics

  3. Copy First, Translate Later: Interpreting Translation Dynamics in Multilingual Pretraining

    Apr 19, 2026Felicia Körner, Maria Matveev, Florian Eichin +3Multilingual Language ModelsLarge Language Model Pretraining

  4. Contrastive Analysis of Linguistic Representations in Large Language Model Outputs through Structured Synthetic Data Generation and Abstracted N-gram Associations

    Apr 19, 2026S. A. Desimone, L. Alonso AlemanyLinguisticsLarge Language Model Bias

  5. SciDraw-6K: A Multilingual Scientific Illustration Dataset Generated by Google Gemini

    Apr 19, 2026Davie ChenVision DatasetsScientific Discovery

  6. Beyond Overlap Metrics: Rewarding Reasoning and Preferences for Faithful Multi-Role Dialogue Summarization

    Apr 19, 2026Xiaoyong Mei, Tingting Zuo, Da Chen +5SummarizationMultilingual Reasoning

  7. No One Fits All: From Fixed Prompting to Learned Routing in Multilingual LLMs

    Apr 18, 2026Wei-Chi Wu, Sheng-Lun Wei, Hen-Hsen Huang +1Multilingual Large Language ModelsLow-Resource Languages

  8. x1: Learning to Think Adaptively Across Languages and Cultures

    Apr 18, 2026Yangfan Ye, Xiaocheng Feng, Xiachong Feng +8Multilingual ReasoningLarge Language Model Reasoning

  9. Machine individuality: Separating genuine idiosyncrasy from response bias in large language models

    Apr 18, 2026Valentin Kriegmair, Dirk U. WulffLarge Language Model BiasLinguistics

  10. CBRS: Cognitive Blood Request System with Bilingual Dataset and Dual-Layer Filtering for Multi-Platform Social Streams

    Apr 17, 2026Anik Saha, Mst. Fahmida Sultana Naznin, Zia Ul Hassan Abdullah +3Multilingual DataCrowdsourced Framework

  11. NaijaS2ST: A Multi-Accent Benchmark for Speech-to-Speech Translation in Low-Resource Nigerian Languages

    Apr 17, 2026Marie Maltais, Yejin Jeon, Min Ma +7Speech TranslationAfrican Languages

  12. No Universal Courtesy: A Cross-Linguistic, Multi-Model Study of Politeness Effects on LLMs Using the PLUM Corpus

    Apr 17, 2026Hitesh Mehta, Arjit Saxena, Garima Chhikara +1LinguisticsPrompt Engineering

  13. Optimizing Korean-Centric LLMs via Token Pruning

    Apr 17, 2026Hoyeol Kim, Hyeonwoo KimMultilingual Large Language ModelsVisual Token Pruning

  14. Polyglot: Multilingual Style Preserving Speech-Driven Facial Animation

    Apr 17, 2026Federico Nocentini, Kwanggyoon Seo, Qingju Liu +6Facial AnimationMultilingual Automatic Speech Recognition

  15. MUSCAT: MUltilingual, SCientific ConversATion Benchmark

    Apr 17, 2026Supriti Sinhamahapatra, Thai-Binh Nguyen, Yiğit Oğuz +3Multilingual Automatic Speech RecognitionMultilingual

  16. How Hypocritical Is Your LLM judge? Listener-Speaker Asymmetries in the Pragmatic Competence of Large Language Models

    Apr 17, 2026Judith Sieker, Sina ZarrießLarge Language Model JudgesLinguistics

  17. C-Mining: Unsupervised Discovery of Seeds for Cultural Data Synthesis via Geometric Misalignment

    Apr 17, 2026Pufan Zeng, Yilun Liu, Mingchen Dai +12Cultural KnowledgeData-Curation

  18. TWGuard: A Case Study of LLM Safety Guardrails for Localized Linguistic Contexts

    Apr 17, 2026Hua-Rong Chu, Kuan-Chun Wang, Yao-Te HuangMultilingual SafetyLarge Language Model Safety

  19. Think Multilingual, Not Harder: A Data-Efficient Framework for Teaching Reasoning Models to Code-Switch

    Apr 16, 2026Eleanor M. Lin, David JurgensMultilingual ReasoningLarge Reasoning Models

  20. How Do LLMs and VLMs Understand Viewpoint Rotation Without Vision? An Interpretability Study

    Apr 16, 2026Zhen Yang, Ping Jian, Zhongbin Guo +5Vision-LanguageModel Interpretability

  21. XQ-MEval: A Dataset with Cross-lingual Parallel Quality for Benchmarking Translation Metrics

    Apr 16, 2026Jingxuan Liu, Zhi Qu, Jin Tei +3Machine Translation QualityMultilingual Benchmark

  22. Comparison of Modern Multilingual Text Embedding Techniques for Hate Speech Detection Task

    Apr 16, 2026Evaldas Vaiciukynas, Paulius Danenas, Linas Ablonskis +5Hate SpeechMultilingual Language Models

  23. Governing Reflective Human-AI Collaboration: A Framework for Epistemic Scaffolding and Traceable Reasoning

    Apr 16, 2026Rikard Rosenbacke, Carl Rosenbacke, Victor Rosenbacke +1Human-Ai CollaborationHuman-Ai Interaction

  24. SPAGBias: Uncovering and Tracing Structured Spatial Gender Bias in Large Language Models

    Apr 16, 2026Binxian Su, Haoye Lou, Shucheng Zhu +4Large Language Model BiasGender Bias

  25. NLP needs Diversity outside of 'Diversity'

    Apr 16, 2026Joshua TintDiversityNatural Language Processing

  26. Polyglot Teachers: Evaluating Language Models for Multilingual Synthetic Data Generation

    Apr 13, 2026Lester James V. Miranda, Ivan Vulić, Anna KorhonenMultilingualFluency

  27. AfriVoices-KE: A Multilingual Speech Dataset for Kenyan Languages

    Apr 9, 2026Lilian Wanzare, Cynthia Amol, Ezekiel Maina +14African Languages

  28. Are Non-English Papers Reviewed Fairly? Language-of-Study Bias in NLP Peer Reviews

    Apr 8, 2026Ehsan Barkhordar, Abdulfattah Safa, Verena Blaschke +3Large Language Model BiasNatural Language Processing

  29. SemEval-2026 Task 9: Detecting Multilingual, Multicultural and Multievent Online Polarization

    Apr 8, 2026Usman Naseem, Robert Geislinger, Juan Ren +31PolarizationMultilingual

  30. DIA-HARM: Dialectal Disparities in Harmful Content Detection Across 50 English Dialects

    Apr 7, 2026Jason Lucas, Matt Murtagh, Ali Al-Lawati +3DialectsHate Speech

  31. What Makes Good Multilingual Reasoning? Disentangling Traces with Measurable Features

    Apr 6, 2026Dayeon Ki, Kevin Duh, Marine CarpuatMultilingual Reasoning

  32. Unveiling Language Routing Isolation in Multilingual MoE Models for Interpretable Subnetwork Adaptation

    Apr 4, 2026Kening Zheng, Wei-Chieh Huang, Jiahao Huo +9Mixture-of-Experts ModelsMultilingual Language Models

  33. One Model to Translate Them All? A Journey to Mount Doom for Multilingual Model Merging

    Apr 3, 2026Baban Gain, Trilok Nath Singh, Asif EkbalMultilingual Language ModelsModel Merging

  34. An Empirical Study of Many-Shot In-Context Learning for Machine Translation of Low-Resource Languages

    Apr 3, 2026Yinhan Lu, Gaganpreet Jhajj, Chen Zhang +2Machine TranslationLow-Resource Languages

  35. An Empirical Recipe for Universal Phone Recognition

    Mar 30, 2026Shikhar Bharadwaj, Chin-Jou Li, Kwanghee Choi +4Multilingual Automatic Speech RecognitionMultilingual Language Models

  36. \textit{Versteasch du mi?} Computational and Socio-Linguistic Perspectives on GenAI, LLMs, and Non-Standard Language

    Mar 30, 2026Verena Platzgummer, John McCrae, Sina AhmadiLinguisticsEnglish

  37. KoALa-Bench: Evaluating Large Audio Language Models on Korean Speech Understanding and Faithfulness

    Mar 30, 2026Jinyoung Kim, Hyeongsoo Lim, Eunseo Seo +4Large Audio Language ModelsMultilingual Benchmark

  38. Learning in Blocks: A Multi Agent Debate Assisted Personalized Adaptive Learning Framework for Language Learning

    Mar 29, 2026Nicy Scaria, Silvester John Joseph Kennedy, Deepak SubramaniMultilingual AgentsMulti-Agent Debate

  39. A Universal Vibe? Finding and Controlling Language-Agnostic Informal Register with SAEs

    Mar 27, 2026Uri Z. Kialy, Avi Shtarkberg, Ayal KleinMultilingual Language ModelsUniversality

  40. Research Novelty in Information Systems Journals After ChatGPT: Differences Across Institutional Language Contexts

    Mar 23, 2026Ali Safari, Sahar BabaeiAcademic PapersLinguistics

  41. Can We Still Trace L1 Signals? Investigating the Resilience of Native Language Signals in the LLM Era

    Mar 20, 2026Nabelanita Utami, Ryohei SasanoEnglishAi-Assisted Writing

  42. CWoMP: Morpheme Representation Learning for Interlinear Glossing

    Mar 18, 2026Morris Alper, Enora Rice, Bhargav Shandilya +2LexiconContrastive Decoding

  43. Evidence for systematic semantic structure in individual letters

    Mar 18, 2026Gexin ZhaoLinguistics

  44. Indirect Question Answering in English, German and Bavarian: A Challenging Task for High- and Low-Resource Languages Alike

    Mar 16, 2026Miriam Winkler, Verena Blaschke, Barbara PlankMultilingual Financial Question AnsweringLow-Resource Languages

  45. Interpretable Predictability-Based AI Text Detection: A Replication Study

    Mar 16, 2026Adam Skurla, Dominik Macko, Jakub SimkoAuthorshipStylometric

  46. PARSA-Bench: A Comprehensive Persian Audio-Language Model Benchmark

    Mar 15, 2026Mohammad Javad Ranjbar Kalahroodi, Mohammad Amini, Parmis Bathayan +2PersianLarge Audio Language Models

  47. Rethinking Evaluation in Retrieval-Augmented Personalized Dialogue: A Cognitive and Linguistic Perspective

    Mar 15, 2026Tianyi Zhang, David TraumConversational BenchmarksInformation Retrieval Metrics

  48. EPIC-EuroParl-UdS: Information-Theoretic Perspectives on Translation and Interpreting

    Mar 10, 2026Maria Kunilovskaya, Christina PollkläsenerMachine Translation ModelsText Corpora

  49. Restoring Linguistic Grounding in VLA Models via Train-Free Attention Recalibration

    Mar 6, 2026Ninghao Zhang, Bin Zhu, Shijie Zhou +1Vision-Language-Action ModelsRobot Policies

  50. ML-ITW: A Multilingual in-the-wild Benchmark for Speech Deepfake Detection

    Mar 6, 2026Daixian Li, Jun Xue, Zhuolin Yi +4Audio Deepfake DetectionDeepfake Detection

  51. When Spoof Detectors Travel: Evaluation Across 66 Languages in the Low-Resource Language Spoofing Corpus

    Mar 2, 2026Kirill Borodin, Vasiliy Kudryavtsev, Maxim Maslov +2Spoofed SpeechCross-Lingual Consistency

  52. KDFlow: A User-Friendly and Efficient Knowledge Distillation Framework for Large Language Models

    Mar 2, 2026Songming Zhang, Xue Zhang, Tong Zhang +3Knowledge DistillationPytorch

  53. QQ: A Language Metadata Toolkit for Multilingual NLP

    Feb 28, 2026Wessel Poelman, Yiyi Chen, Miryam de LhoneuxMetadataEnglish

  54. MAPLE: Metadata Augmented Private Language Evolution

    Feb 26, 2026Eli Chien, Yuzheng Hu, Ryan McKenna +3Synthetic DataAlphaevolve

  55. Bridging Latent Reasoning and Target-Language Generation via Retrieval-Transition Heads

    Feb 25, 2026Shaswat Patel, Vishvesh Trivedi, Yue Han +2Multilingual Language ModelsEfficient Latent Reasoning

  56. Symmetry in language statistics shapes the geometry of model representations

    Feb 16, 2026Dhruva Karkada, Daniel J. Korchinski, Andres Nava +2Embedding DimensionGraph Language Models

  57. ViMedCSS: A Vietnamese Medical Code-Switching Speech Dataset & Benchmark

    Feb 13, 2026Tung X. Nguyen, Nhu Vo, Giang-Son Nguyen +6Code-SwitchingMultilingual Language Models

  58. Left-right asymmetry in predicting brain activity from LLMs' representations emerges with their formal linguistic competence

    Feb 13, 2026Laurent Bonnasse-Gahot, Christophe PallierLarge Language Model PerformanceLinguistics

  59. Linguistics and Human Brain: A Perspective of Computational Neuroscience

    Feb 9, 2026Fudong Zhang, Bo Chai, Yujie Wu +2LinguisticsNeurophysiological Correlates

  60. Benchmarking Machine Translation on Chinese Social Media Texts

    Jan 30, 2026Kaiyan Zhao, Zheyong Xie, Zhongtao Miao +3Neural Machine Translation ModelsMultilingual Benchmark