Linguistics

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Period ending 2026-09-21

34 new papers

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Period ending 2026-09-14

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  1. Apples to Apples? Towards Comparable Crosslingual Language Model Evaluation

    Aug 25, 2026Xiulin Yang, Ethan Gotlieb Wilcox, Catherine ArnettLinguisticsLikelihood

  2. Lost in Speech: Trilingual Spoken Hallucination Detection Across Audio and Transcripts

    Aug 25, 2026Meruyert Aristombayeva, Jason S. Lucas, Chaewan Chun +1Multilingual BenchmarkMisinformation Detection

  3. There is No Theoretical Curse of Multilinguality For Embedding Space Structure

    Aug 17, 2026Niyati Bafna, Neha Verma, Vilém Zouhar +2Cross-Lingual AlignmentMultilingual Language Models

  4. IndicQE-APE: A Consolidated Benchmark for Quality Estimation and Automatic Post-Editing for Indic Languages

    Aug 17, 2026Diptesh Kanojia, Archchana Sindhujan, Sourabh Deoghare +14EnglishImage Quality Assessment

  5. Motor, Cognitive, or Corpus? What Survives Cross-Lingual Transfer in Speech-Based Parkinsons Disease Detection

    Aug 13, 2026Serli Kopar, Sam Gijsen, Abner Hernandez +2Dysarthric SpeechParkinson

  6. It's How You Ask: Gender-Associated Linguistic Bias in LLMs

    Aug 13, 2026Katherine Van Koevering, Anjalie FieldLarge Language Model BiasLinguistics

  7. Better Decomposition, Free Aggregation: A Synthesizer-Folding Framework for Multilingual Multi-Hop Question Answering

    Aug 13, 2026Yilin Wang, Yuchun Fan, Weidong Bao +5Multilingual Financial Question AnsweringCross-Lingual Consistency

  8. Comment on "Modeling rapid language learning by distilling Bayesian priors into artificial neural networks"

    Aug 13, 2026Orr Well, Idan Tarshish, Nur Lan +1Bayesian Neural NetworksBayesian

  9. BavGround: A Benchmark for Regional Cultural Grounding and Dialect Competence in Bavarian

    Aug 13, 2026Jophin John, Michael Hoffmann, Jan Fillies +2Multilingual BenchmarkDialects

  10. Perturbation-based Regional Interpretability through Subtraction Mapping (PRISM): naming-error dissociations in language models and post-stroke aphasia

    Aug 13, 2026Xiang Guan, Roger D. Newman-Norlund, Yong Yang +8DissociationDysarthric Speech

  11. Structural Silence: When AI Infrastructure Fails Speakers of Underrepresented Languages

    Aug 12, 2026Avijit Roy, Proma RoyLow-Resource LanguagesBangla

  12. VICBench: A Multi-Language Benchmark for Code Vulnerability Detection

    Aug 12, 2026Jin Lu, Xuening Han, Yang Zhong +4Vulnerability Detection & RepairBenchmark Datasets

  13. Unified Multi-Dialectal Neural Machine Translation for Bangla Using the Dwadash Benchmark Corpus

    Aug 12, 2026Rakib Ullah, Md. Ruhul Islam, Tanbir Ahmed +1DialectsNeural Machine Translation Models

  14. Language-Conditional Dequantization: Recovering What Quantization Steals from Non-English Languages

    Aug 12, 2026Nirmal ThomasLarge Language Model QuantizationQuantization

  15. When the API Speaks the Wrong Language: Revisiting Post-Training for Multilingual Tool Use

    Aug 12, 2026Siddharth Chauhan, Thomas Butler, Abhishek Singhania +2Multilingual Large Language ModelsMultilingual

  16. Easper: An Accessible ASR Pipeline for Language Documentation

    Aug 12, 2026Aso Mahmudi, Ting Dang, Ekaterina Vylomova +1Automatic Speech Recognition SystemsEnglish

  17. DonorRank: Donor Language Selection for Low-Resource Cross-Lingual Speech Recognition

    Aug 11, 2026Akriti Dhasmana, Aarohi Srivastava, David ChiangMultilingual Automatic Speech RecognitionLow-Resource Languages

  18. The Illusion of Cross-Lingual Safety in Low-Resource Languages

    Aug 11, 2026Abigail Oppong, P Sam Sahil, Tadesse Destaw Belay +12Multilingual SafetyLarge Language Model Safety

  19. Actions Speak Louder than Words: Measuring Cross-Lingual Policy Retention in Tool-Using Agents

    Aug 11, 2026Sourabrata Mukherjee, Kalika Bali, Sunayana SitaramMultilingual AgentsCross-Lingual Consistency

  20. On the Limitations of Cross-Lingual Consistency in Multilingual Text-to-image Generation

    Aug 11, 2026Sicheng Zhang, Zhonghao Yan, Binzhu Xie +4Cross-Lingual ConsistencyText-To-Image

  21. Seeds Before Objectives: Rethinking Evaluation for Low-Resource Garhwali ASR

    Aug 11, 2026Karamvir Singh Batra, Prathamjyot Singh, Ashima Sood +2Low-Resource LanguagesBert-Based Models

  22. VoxSumm: A Multilingual Corpus of Long-Form Spoken News for Joint Summarization and Translation

    Aug 11, 2026Yejin Jeon, Marie Maltais, Virginia Ceccatelli +2SummarizationMultilingual Benchmark

  23. Beyond Naturalness: Probing Automated Text-To-Speech Evaluators on Linguistically Grounded Dimensions

    Aug 10, 2026Oluwanifemi Bamgbose, Simon Rosen, Jash Shah +6Zero-Shot Text-To-SpeechLarge Audio Language Models

  24. Cultivar: A Contrastive and Locale-Oriented Translation Benchmark for Investigating Contamination and Localisation Robustness

    Aug 10, 2026Pinzhen Chen, Koel Dutta Chowdhury, Xiaoya Xu +20Multilingual BenchmarkContamination

  25. Mawqif-XT: An Arabic Benchmark Dataset for Cross-Target Stance Detection

    Aug 10, 2026Rasha Albalawi, Nuha Albadi, Hamzah Luqman +4Tweet-Level Stance DetectionIndonesian E-Commerce Reviews

  26. Universal or Language-Family-Specific Script Unification for Cross-Lingual Transfer? A Case Study on Turkic Languages

    Aug 10, 2026Zijie ZhangLatinCross-Lingual Transfer

  27. When Confidence Fails: Overconfidence in LLMs under Uncertainty and Missing Clinical Information

    Aug 10, 2026Maryam Tahermazandarani, Adnan Mahmood, Fahmida Islam +1Large Language Model UncertaintyOverconfidence

  28. Measuring the Tokenization Premium: A Cost Audit for Underserved Language Communities

    Aug 10, 2026Avijit Roy, Proma Roy, Hrishitva PatelTokenizationLow-Resource Languages

  29. How Far Do Foundation Models Transfer to Infant Signals? A Cross-Dataset Transfer Audit with a Unified Need Ontology

    Aug 10, 2026Wu HangyuCross-Dataset BenchmarkCross-Lingual Transfer

  30. Instability of LLM Pre-Pretraining: It Doesn't Always Help. An Investigation on Multiple Languages

    Aug 9, 2026Sofiia Riazhskykh, Nam Luu, Ondřej BojarLarge Language Model PretrainingModel Pretraining

  31. OmnilingualGAIA2: Evaluating the Multilingual Gap in Frontier AI Agents

    Aug 9, 2026Andrea Caciolai, Pere-Lluís Huguet Cabot, Chierh Cheng +11Multilingual AgentsMultilingual

  32. Multilingual Emotion Neurons in Large Audio-Language Models

    Aug 9, 2026Xiutian Zhao, Philipp Koehn, Björn Schuller +1Cross-Lingual ConsistencyEmotion Recognition

  33. North Africa's Missing Framework: NLP-Driven Mental Healthcare in Algeria and Implications for Low-resource Settings

    Aug 9, 2026Meriem Laifa, Abdallah BengueddoudjMental HealthNatural Language Processing

  34. Mitigating Gender Bias in English to Romanian Machine Translation

    Aug 9, 2026Ioana Grigore, Sergiu NisioiGender BiasGender

  35. MathShikkha: A Controlled Study of Answer-Only and Chain-of-Thought Supervision for Bangla Mathematical Reasoning in Small Language Models

    Aug 9, 2026Rahma Simin Ali, Jawad HossainMathematical ReasoningBangla

  36. Hidden Language Consistency Phenomena in Reasoning LLMs

    Aug 9, 2026Muhammad Ali Shafique, Kelly MarchisioMultilingual ReasoningLarge Language Model Reasoning

  37. Do Evaluation Metrics Detect Errors in Classical Chinese to English Translations?

    Aug 8, 2026Osvaldo Quinjica, Eric Bennett, Xinchen Yang +2Evaluation MetricsWord Error Rate

  38. Focus particles and scalar inferences across humans and language models

    Aug 8, 2026Catherine M. Brousse, Nelu D. RadpourLinguisticsHuman

  39. When Is a Steerable Concept Representation Real? Measurement Confounds in a Cross-Family Audit of Neuroscience Parallels in LLMs

    Aug 8, 2026Yuqi Wu, Shengming Zhao, Jie ChenNeurophysiological CorrelatesCross-Lingual Consistency

  40. DialectS2S: End-to-End Speech Dialogue Modeling for Low-Resource Chinese Dialects

    Aug 8, 2026Yi Shu, Tianyu Peng, Yingzhuo Deng +5DialectsSelf-Supervised Speech Models

  41. SurakshaEval: An Indic Safety Benchmark for Multilingual LLMs

    Aug 8, 2026Debopriyo Banerjee, Kapil Rajesh Kavitha, Angana Borah +11Multilingual SafetyLarge Language Model Safety

  42. Jako Tako or Fluent? Presenting PoVisLE: A Polish Vision-Language Evaluation

    Aug 7, 2026Anna Kołos, Grzegorz Statkiewicz, Karolina Seweryn +3Multilingual BenchmarkMultimodal Benchmarks

  43. Evaluating Dedicated Monolingual and Joint Multilingual Causal Models for Dravidian Languages

    Aug 7, 2026Venkata Naga Sai Vishnu Rohit PulipakaMultilingual Language ModelsCausal Reasoning

  44. Grammar Engineering Meets LLMs: Development of Cantonese and Irish ParGram Treebanks

    Aug 7, 2026Chit-Fung Lam, Elaine Uí DhonnchadhaMultilingual Large Language Models

  45. Embedding Initialization for Unseen Low-resource Languages in Multilingual NMT: A Case Study on Limbum-English Translation

    Aug 7, 2026Samiratu Ntohsi, Neza David Tuyishimire, Anesu Kafesu +3Neural Machine Translation ModelsMultilingual Language Models

  46. An Agentic Hybrid Top-Down and Bottom-Up Approach to Knowledge Graph Generation

    Aug 7, 2026Emma Jouffroy, Warren Jouanneau, Marc PalyartKnowledge GraphsBottom-Up Framework

  47. Beyond "AI Language": The case for the idiolectal nature of LLM output

    Aug 6, 2026Karolina Rudnicka, Thomas Stephan JuzekLinguisticsLarge Language Model Output

  48. Confidence Estimation for Financial Vision-Language Models in Chart and Document Understanding

    Aug 6, 2026Reza Khanmohammadi, Simerjot Kaur, Charese H. Smiley +2Confidence EstimationLarge Vision Language Models

  49. Measuring the Cross-Lingual Comprehension Gap: How the language of the evidence shapes what language models understand

    Aug 6, 2026Rafael da Silva, Jeff EicherCross-Lingual ConsistencyResponses

  50. RP-OPSD: Reasoning-Pivot-Guided On-Policy Self-Distillation for Multilingual Reasoning Transfer

    Aug 6, 2026Xinye Wang, Junxiao Liu, Shujian HuangMultilingual ReasoningLarge Language Model Reasoning

  51. Bias Analysis of L2 Speaking Assessment Systems Using Concept Activation Vectors

    Aug 6, 2026Arya Labroo, Mengjie Qian, Kate KnillLarge Language Model BiasGrading

  52. Decolonizing Linguistic Policies in Automated Speech Recognition: A Framework for Cross-Culturally Competent Speech AI

    Aug 6, 2026Jay L. Cunningham, Mark Atta Mensah, Richard Martinez +2Automatic Speech Recognition SystemsLinguistics

  53. MameLoshnLM: Yiddish Language Model and Evaluation Benchmark

    Aug 6, 2026Uri Katz, Omer Goldman, Tomasz Limisiewicz +2Multilingual DataText Corpora

  54. On-Policy Delta Distillation for Multilingual Math Reasoning

    Aug 6, 2026Byeongho Heo, Jaehui Hwang, Sangdoo Yun +1Multilingual ReasoningLarge Language Model Post-Training

  55. Task-Conditional Flow Matching for Balanced Multilingual Text Embedding Adaptation

    Aug 6, 2026Tirth Bhatt, Naren Kumar S, Mayank SinghDomain-Invariant Text EmbeddingsLarge Language Model Adaptation

  56. Different Perturbations, Different Mechanisms: Understanding Continued Pre-training for Zero-Shot Dialect Robustness

    Aug 6, 2026Aarohi Srivastava, David ChiangDialectsMultilingual Language Models

  57. Teaching Nemotron Greek: Mining a Corpus, Adapting Retrieval, and Grounding Generation for Modern Greek across Specialist Domains

    Aug 5, 2026Ayoub Kirouane, Christos PetrocheilosAncient GreekText Corpora

  58. Language Models Generalize to Human-like Word Order Preferences

    Aug 5, 2026Amanda Popadich, Shane Steinert-ThrelkeldLinguisticsStructural Generalization

  59. Strengthening Target-Language Features: SAE-Based Steering for Multilingual Inference

    Aug 5, 2026Hongsheng Wang, Philipp KoehnMultilingual Large Language ModelsMultilingual Reasoning

  60. Do Language Models Know Their Slang? Queer Slang Understanding in User-Generated Content

    Aug 5, 2026Arianna Denitto, Beatrice SavoldiLinguisticsGender