Multilingual

Ask about this topic

Momentum

16 papers in the last four weeks, up 167% on the four weeks before. 0.2% of all new papers.

Jul 13Week of Sep 28
View on map

Latest papers 125

All topics
CardsList

  1. Assessing the Impact of Language Disparity on Multilingual Linguistic Ability in Large Language Models

    Sep 30, 2026Zhanyu Chen, Jaap JumeletMultilingual Language ModelsMultilingual

    University of Groningen

  2. VISTA-Bench: Benchmarking Multilingual Image Translation with Image-Specific Rubrics

    Sep 29, 2026Bo Lv, Mao Zheng, Zheng Li +3Multimodal BenchmarksUnpaired Image-To-Image Translation

    Foundation Model Department, Tencent

  3. Multilinguality in Hybrid Attention LLMs

    Sep 28, 2026Lucas Bandarkar, Junlin Hu, Chenyuan Yang +2Multilingual Language ModelsMultilingual

    University of California, Los Angeles · Fudan University

  4. Recognized but Not Produced: A Generation Benchmark for Culturally Specific Kinship Terms

    Sep 22, 2026Sahil Pardasani, Madhusudan SinghMultilingualMultiple-Choice Questions

    Blockchain Data Intelligence Lab The Pennsylvania State University University Park, PA, USA

  5. HDND: Hierarchical Dynamic Neural Decoding for Multilingual Word/Character Retrieval from Non-Invasive Brain Recordings

    Sep 21, 2026Yueyang Li, Shuran Chen, Wai Ting Siok +1Neural RecordingsMultilingual

    Department of Language Science and Technology, The Hong Kong Polytechnic University, Hung Hom, Kowloon, Hong Kong SAR, China

  6. Why Pretraining Fails to Share Cross-Lingual Knowledge

    Sep 16, 2026Adam Gaber, Uriel Dolev, Elisabeth Fittschen +3Cross-Lingual TransferMultilingual Language Models

    Weizmann Institute of Science · Bar-Ilan University · Johns Hopkins University +4

  7. Knowledge-Graph Based Augmentation versus Retrieval Augmented Generation for Cultural-Related Question Answering

    Sep 16, 2026Pablo Poulenard, Yannis Karmim, Valentin BarrièreGraph-Based Retrieval Augmented GenerationHievi-Rag

    DCC, Universidad de Chile, Santiago, Chile · École Polytechnique, Palaiseau, France · Inria, Almanach, Paris, France +2

  8. Tables Decoded: DELTA for Structure, TARQA for Understanding

    Sep 15, 2026Jahanvi Rajput, Dhruv Kudale, Saikiran Kasturi +2Tabular DataQuestion-Answering Benchmarks

    Indian Institute of Technology Bombay · IIT Bombay · BharatGen

  9. Meddies-PII: A Multilingual Framework for Personally Identifiable Information Extraction in Clinical De-identification

    Sep 14, 2026Linh Uyen Le, Christian Hoang, Huy Hoang HaDe-IdentificationClinical Notes

    Meddies AI, Vietnam

  10. SWARM: A Multilingual Human-Annotated Dataset for Russian Propaganda Detection in Search Engine Results

    Sep 14, 2026Manuel Tonneau, Abhinav Dubey, Farhan Shaikh +8RussianMultilingual

    Weizenbaum Institute · University of Oxford · University of Bern

  11. Multilingual in Name Only? Cultural and Linguistic Weaknesses of LLMs in Urdu

    Sep 12, 2026Farah Adeeba, Abdul Rafae Khan, Rajesh Bhatt +1UrduLow-Resource Languages

    University of Konstanz, Germany · University of Massachusetts Amherst, USA · Malaysia School of Information Technology, Monash University Malaysia +1

  12. IndicTriMix: Developing Language Identification Datasets and Models for Tri-Language Code-Mixing

    Sep 11, 2026Pruthwik Mishra, Rudra Trivedi, Avi Patel +2Code-SwitchingMultilingual

    Sardar Vallabhbhai National Institute of Technology, Surat, India · TCS Research, Hyderabad, India

  13. Analyzing Traditional and Neural Approaches to Multilingual Readability Assessment

    Sep 11, 2026Joshua Wong, Chris TannerReadabilityTransformer Architectures

    Harvard University · Massachusetts Institute of Technology · Kensho Technologies in Cambridge, MA, USA

  14. Building Multilingual Bridges: Data Mixing as the Pillar of Generalization for In-Language Reasoning

    Sep 9, 2026Mehrnaz Mofakhami, Ananya Sahu, Alejandro R. Salamanca +5LLM Reasoning StrategiesMultilingual

  15. Compositional Multilingual and Behavioral Attribute Steering

    Sep 8, 2026Hyun Gu Kang, Daniil Gurgurov, Tanja Baeumel +2Linear Activation SteeringSteering

    1German Research Centre for Artificial Intelligence (DFKI) · 2Saarland University · Centre for European Research in Trusted AI (CERTAIN)

  16. Structural Jailbreaks Generalize but Do Not Compound: A cross-provider and multilingual study of Involuntary In-Context Learning

    Sep 8, 2026Tejasvi C. AddagadaLarge Language Model JailbreaksJailbreak Attacks

    Independent researcher

  17. Beyond Good Intentions: When Does the Framing of Multilingual and Low-Resource NLP Research Become a Caricature?

    Aug 31, 2026Nedjma Ousidhoum, Noopur Zambare, Mohamed AbdallaLow-Resource LanguagesMultilingual

    Cardiff University · University of Alberta

  18. Where Do Multilingual Vision-Language Encoders Fail on Low-Resource Languages?

    Aug 31, 2026Donghoon Han, SungHyun Moon, Aidyn Zhakatayev +2Low-Resource LanguagesMultilingual

    Dnotitia Inc.

  19. Double Trouble: Bilingual Pretraining Leaves Language-Conditioned Effects in Shared-Language Representations

    Aug 27, 2026Anjishnu Mukherjee, Ziwei Zhu, Antonios AnastasopoulosMultilingual Language ModelsLanguage Pairs

    George Mason University

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

    Aug 17, 2026Niyati Bafna, Neha Verma, Vilém Zouhar +2Multilingual Language ModelsMultilingual

    Johns Hopkins University, Center for Language and Speech Processing · ETH Zurich

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

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

    Amazon.

  22. Test-Time Augmentation for LLMs: When Input Diversity Beats Output Diversity at Matched Compute

    Aug 10, 2026Nikita Kozodoi, Zainab Afolabi, Jack ButlerTest-Time ScalingLLM Inference Optimization

    Amazon Web Services

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

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

    Meta Superintelligence Labs

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

    Aug 7, 2026Venkata Naga Sai Vishnu Rohit PulipakaMultilingual Language ModelsLanguage Modeling

    Independent Researcher

  25. 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 TranslationLow-Resource Languages

    Ruzivo Research Lab, African Leadership University · African Leadership University

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

    Aug 7, 2026Emma Jouffroy, Warren Jouanneau, Marc PalyartKnowledge GraphsSkills

    Malt, Paris, France

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

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

    Michigan State University East Lansing, Michigan, USA · JPMorgan AI Research New York, New York, USA

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

    Aug 6, 2026Tirth Bhatt, Naren Kumar S, Mayank SinghMultilingual Language ModelsLarge Language Model Adaptation

    LINGO Research Group, Indian Institute of Technology Gandhinagar, India

  29. Breaking the Curse of Multilinguality in Many-to-Many Speech-to-Text Translation via a Resource-Aware Mixture of Speech Encoders

    Aug 5, 2026Yexing Du, Kaiyuan Liu, Youcheng Pan +4Speech TranslationSpeech Encoder

    Harbin Institute of Technology, Harbin, China · Pengcheng Laboratory, Shenzhen, China

  30. An Actionable Diagnosis of Multilingual, Multi-Agent Planning Failures

    Aug 4, 2026Vikas Pahuja, Jonathan Brokman, Omer Hofman +6Multilingual AgentsLarge Language Model Planning

    Fujitsu Research of Europe · Cohere · Fujitsu Research

  31. Language-Specialized Multi-Teacher On-Policy Distillation for Multilingual LLM-Based ASR

    Aug 4, 2026Yuan Xie, Jiaqi Song, Xianliang Wang +3Multilingual Automatic Speech RecognitionAware Heterogeneous Multi-Teacher Multimodal On-Policy Distillation

    Advanced Intelligent Systems Group, NIO, Beijing, China

  32. M3-DuplexBench: A Multi-Turn, Multilingual, Multidomain Benchmark for Full-Duplex Spoken Dialogue Models

    Jul 31, 2026Ryo Fukuda, Atsushi Ando, Hiroki Kanagawa +4Full-Duplex Speech ModelsTurn-Taking

    NTT, Inc., Kyoto, Japan

  33. One Anchor for All: Unified Multilingual and Multimodal Safety Alignment for LVLMs

    Jul 30, 2026Enyi Shi, Fei Shen, Chuancheng Shi +4Safety AlignmentVision-Language Alignment

    1Nanjing University of Science and Technology · 2National University of Singapore · 3The University of Sydney +2

  34. DenseOn with the LateOn: Fully Open Dense and Late-Interaction Models for Multilingual, Long-Context, and Code Search

    Jul 29, 2026Raphaël Sourty, Antoine Chaffin, Paulo Roberto Moura Junior +1Multilingual Language ModelsRetrieval Layer

    1LightOn

  35. Language Models are not Equally Robust to Non-Canonical Tokenization across Languages

    Jul 29, 2026Poulami Ghosh, Preethi JyothiLanguage ModelingLarge Language Models Fail

    *IIT Bombay, India

  36. The Cross-Domain Generalization Cost of Offensive Language Detection

    Jul 26, 2026Ruixing Ren, Junhui Zhao, Xiaoke Sun +1Large Language Model AdaptationMultilingual

    School of Electronic and Information Engineering, Beijing Jiaotong University, Beijing 100044, China · National Computer Network Emergency Response Technical Team/Coordination Center of China (CNCERT/CC), Beijing 100029, China

  37. From a Word-Level Dictionary to Sentence-Level Semantics: Multilingual Grievance Labelling with Contextual Models

    Jul 23, 2026Lin Tian, Marian-Andrei RizoiuLinguisticsMultilingual

    Behavioral Data Science University of Technology Sydney Sydney, Australia

  38. Building a European Multilingual Evaluation Dataset: The MMLU Localisation Project within the EMT Network

    Jul 20, 2026Pilar Sánchez-Gijón, Susana Valdez, Sofía Calvo Del Barrio +3MultilingualMmlu-Pro

    Universitat Autònoma de Barcelona / Spain · Leiden University/ the Netherlands · Directorate-General for Translation of the European Commission / Belgium

  39. Rate-Utility Frontiers for Language Encodings: Comparing Tokens, Bytes, and Pixels Under Controlled Linguistic Content

    Jul 17, 2026Ingo Ziegler, Martin Krebs, Desmond ElliottPassage EncodingLanguage Modeling

    Department of Computer Science, University of Copenhagen

  40. Conditional Reliability of Toxicity Signals for Multilingual and Code-Mixed Abuse Detection

    Jul 17, 2026Indraveni Chebolu, Rohan Singh, Arnab Mallick +1ToxicityContent Moderation

    Centre for Development of Advanced Computing, Hyderabad, India

  41. High-Order Question Generation in a Multilingual Educational Context

    Jul 15, 2026Suna-Şeyma Uçar, Itziar Aldabe, Nora Aranberri +1Faithful Question GenerationMultilingual

    HiTZ Basque Center for Language Technology Ixa NLP Group, University of the Basque Country UPV/EHU · LT3, Language and Translation Technology Team, Ghent University, Ghent, Belgium

  42. GigaAM Multilingual: Foundation Model for Underrepresented Languages

    Jul 11, 2026Andrei Kuzmenko, Alexandr Maximenko, Aleksandr Kutsakov +5Multilingual Automatic Speech RecognitionLow-Resource Languages

    SaluteDevices, Russia

  43. UniClawBench: A Universal Benchmark for Proactive Agents on Real-World Tasks

    Jul 9, 2026Zhekai Chen, Chengqi Duan, Kaiyue Sun +4Agentic BenchmarksReal-World Tasks

    HKU MMLab · Meituan

  44. Evaluation of Multilingual Ability to Use Spatial Deictic Expressions in Vision-Language Models

    Jul 8, 2026Kaito Watanabe, Taisei Yamamoto, Tomoki Doi +1Spatial ReasoningMultilingual

    The University of Tokyo · Riken · Tohoku University

  45. Ranking the Impact of Contextual Specialization in Neural Speech Enhancement

    Jul 6, 2026Peter Leer, Svend Feldt, Zheng-Hua Tan +2Speech EnhancementSpeaker

    Eriksholm Research Centre, Snekkersten, Denmark · Aalborg University, Department of Electronic Systems, Aalborg, Denmark

  46. MORE: A Multilingual Document Parsing Benchmark and Evaluation

    Jul 3, 2026Long Xu, Binghong Wu, Tinghao Yu +6Multilingual BenchmarkMultilingual

    Tencent, Shenzhen, China

  47. Challenges and Recommendations for LLM-as-a-Judge in Multilingual Settings and for Low-Resource Languages

    Jul 2, 2026A. Seza Doğruöz, Xixian Liao, Verena Blaschke +3Llm-As-A-JudgeLow-Resource Languages

    LT3, IDLab, Universiteit Gent · Barcelona Supercomputing Center · LMU Munich & Munich Center for Machine Learning +5

  48. From Monolingual to Multilingual: Evaluating Mamba for ASR in South African Languages

    Jul 1, 2026Jesujoba O. Alabi, Julian Herreilers, Badr M. Abdullah +1Multilingual Automatic Speech RecognitionAutomatic Speech Recognition

    Saarland University, Germany · Saigen, South Africa

  49. MSQA: A Natively Sourced Multilingual and Multicultural SimpleQA Benchmark

    Jul 1, 2026Xianru Chen, Yukai Huang, Mingxiang Chen +6Multilingual BenchmarkMultilingual

    ByteDance Seed · Nanjing University · M-A-P

  50. How Bilingual Are SSL Speech Models? Cross-Lingual Probing of Articulatory Encoding with Finnish and Russian EMA

    Jun 30, 2026Ailín Pollio San Pedro, Tomi Kinnunen, Alexandre Nikolaev +1ArticulatorySelf-Supervised Speech Models

    University Grenoble Alpes, CNRS, Grenoble INP, GIPSA-lab, France · University of Eastern Finland, Computational Speech Group, Finland

  51. Indi-RomCoM: Code-Mixed Benchmark for Evaluating LLMs on Romanized Indic-English Instructions

    Jun 29, 2026Avisha Das, Mihir Parmar, Mohana Ramnath +1Multilingual BenchmarkMultilingual

    Shiv Nadar University Chennai · Google Cloud AI Research · IIT Madras

  52. SARA: Unlocking Multilingual Knowledge in Mixture-of-Experts via Semantically Anchored Routing Alignment

    Jun 24, 2026Tianyu Dong, Yangyang Liu, Jiang Zhou +9Mixture-Of-Experts Large Language ModelsCross-Lingual Consistency

    TJUNLP Lab, School of Computer Science and Technology, Tianjin University, China · Alibaba Group, China

  53. Are We There Yet? Exploring the Capabilities of MLLMs in Assistive AI Applications

    Jun 23, 2026Shayon Dasgupta, Avijit Dasgupta, C. V. JawaharMultimodal Large Language ModelsRecent Vision-Language Models

    IIT BHU · India · CVIT, IIIT Hyderabad

  54. ReMMD: Realistic Multilingual Multi-Image Agentic Verification for Multimodal Misinformation Detection

    Jun 23, 2026Chenhao Dang, Dantong Zhu, Jun Yang +2Misinformation DetectionReference-Guided Multimodal In-Context Verification

    Shanghai Jiaotong University · Shanghai Artificial Intelligence Laboratory · Central South University +2

  55. Holmes: Multimodal Agentic Diagnosis for Mixed-Language Mobile Crashes at Industrial Scale

    Jun 20, 2026Jia Li, Wenyuan Ma, Ting Peng +2Root Cause AnalysisMultimodal Clinical Data

    Tencent Inc. Shenzhen, China

  56. From 50K to 8.2 Million in 24 Hours: Vozinha's Algorithmic Consecration and the Multilingual Making of World Cup Visibility

    Jun 17, 2026Vinicius CovasMultilingualCross-Lingual Transfer

    Faculty of Communication, Universidad Anáhuac México · Research Professor, Faculty of Communication, Universidad Anáhuac México

  57. Not Truly Multilingual: Script Consistency as a Missing Dimension in VLM Evaluation

    Jun 15, 2026Prabhjot Singh, Bhushan Pawar, Madhu Reddiboina +1Vision-Language Foundation ModelsMultilingual

    RediMinds Inc., USA · The University of Texas at Austin, USA · Indian AI Research Organization (IAIRO), India

  58. Symbolic Informalization: Fluent, Productive, Multilingual

    Jun 15, 2026Aarne RantaFormalizationSymbol-

    Department of Computer Science and Engineering, Chalmers University of Technology and University of Gothenburg

  59. FraudSMSWalker: Benchmarking Agentic Large Language Models for SMS-to-Webpage Fraud Detection

    Jun 15, 2026Y. H. Zhou, Z. M. Ma, Y. J. Zhou +12Fraud DetectionBrowser Agent

  60. TimeLens: On-Device Artifact Recognition with Retrieval-Augmented Question Answering for the Grand Egyptian Museum

    Jun 11, 2026Rawan Hesham, Ali Ashraf, Amr Ahmed +3ArchiveArtifacts

    Faculty of Computers and AI Capital University Cairo, Egypt