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Ivan Vulić

  1. How Good is Your Tokenizer? On the Monolingual Performance of\n Multilingual Language Models
    2020/12/31 by Phillip Rust, Rust, Phillip, Jonas Pfeiffer +7 · 31 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  2. Visual Planning: Let's Think Only with Images
    2025/05/16 by Yi Xu, Chengzu Li, Xu, Yi +11 · 3 voices · 31 citations
    #cs.LG #cs.AI #cs.CL #cs.CV
  3. Aligning with Human Judgement: The Role of Pairwise Preference in Large Language Model Evaluators
    2024/03/25 by Yinhong Liu, Han Zhou, Liu, Yinhong +11 · 31 citations
    Computer Science · Health Professions · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Interpreting and Communication in Healthcare #Machine Learning (cs.LG) #Natural Language Processing Techniques
  4. TopViewRS: Vision-Language Models as Top-View Spatial Reasoners
    2024/06/04 by Chengzu Li, Li, Chengzu, Caiqi Zhang +9 · 21 citations
    Computer Science · Social Sciences · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Constraint Satisfaction and Optimization #FOS: Computer and information sciences #Geographic Information Systems Studies #Machine Learning (cs.LG) #Semantic Web and Ontologies
  5. RedditBias: A Real-World Resource for Bias Evaluation and Debiasing of\n Conversational Language Models
    2021/06/07 by Soumya Barikeri, Anne Lauscher, Barikeri, Soumya +5 · 10 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech and dialogue systems
  6. xGQA: Cross-Lingual Visual Question Answering
    2021/09/13 by Jonas Pfeiffer, Gregor Geigle, Pfeiffer, Jonas +11 · 9 citations
    Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Advanced Image and Video Retrieval Techniques
  7. Multi-Agent Design: Optimizing Agents with Better Prompts and Topologies
    2025/02/04 by Han Zhou, Zhou, Han, Xingchen Wan +12 · 26 citations
    Business, Management and Accounting · Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Modular Robots and Swarm Intelligence #Multi-Agent Systems and Negotiation #Multiagent Systems (cs.MA) #Product Development and Customization
  8. Modular Deep Learning
    2023/02/22 by Jonas Pfeiffer, Pfeiffer, Jonas, Sebastian Ruder +5 · 10 citations
    Computer Science · Engineering · #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Software Engineering Research #Topic Modeling
  9. Adapters: A Unified Library for Parameter-Efficient and Modular Transfer Learning
    2023/11/18 by Clifton Poth, Poth, Clifton, Hannah Sterz +17 · 7 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  10. UNDIAL: Self-Distillation with Adjusted Logits for Robust Unlearning in Large Language Models
    2024/02/15 by Yijiang River Dong, Dong, Yijiang River, Hongzhou Lin +7 · 7 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
  11. Romanization-based Large-scale Adaptation of Multilingual Language Models
    2023/04/18 by Sukannya Purkayastha, Sebastian Ruder, Purkayastha, Sukannya +7 · 5 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Text Readability and Simplification
  12. IGLUE: A Benchmark for Transfer Learning across Modalities, Tasks, and Languages
    2022/01/27 by Emanuele Bugliarello, Fangyu Liu, Bugliarello, Emanuele +11 · 4 citations
    Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Domain Adaptation and Few-Shot Learning
  13. Segment Any Text: A Universal Approach for Robust, Efficient and Adaptable Sentence Segmentation
    2024/06/24 by Markus Frohmann, Igor Sterner, Frohmann, Markus +7 · 6 citations
    Computer Science · #Natural Language Processing Techniques
  14. Modeling Language Variation and Universals: A Survey on Typological\n Linguistics for Natural Language Processing
    2018/07/02 by Edoardo Maria Ponti, Ponti, Edoardo Maria, Helen O’Horan +13 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
  15. Aligning with Logic: Measuring, Evaluating and Improving Logical Preference Consistency in Large Language Models
    2024/10/03 by Yinhong Liu, Liu, Yinhong, Zhijiang Guo +8 · 6 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Logic in Computer Science (cs.LO) #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
  16. Universal Cross-Tokenizer Distillation via Approximate Likelihood Matching
    2025/03/25 by Benjamin Minixhofer, Ivan Vulić, Minixhofer, Benjamin +3 · 1 voice · 6 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Mathematics, Computing, and Information Processing #Natural Language Processing Techniques #Topic Modeling #cs.CL
  17. Multi3WOZ: A Multilingual, Multi-Domain, Multi-Parallel Dataset for Training and Evaluating Culturally Adapted Task-Oriented Dialog Systems
    2023/07/26 by Songbo Hu, Hu, Songbo, Han Zhou +13 · 3 citations
    Computer Science · #Topic Modeling #Speech and dialogue systems #Natural Language Processing Techniques
  18. Survival of the Most Influential Prompts: Efficient Black-Box Prompt Search via Clustering and Pruning
    2023/10/19 by Han Zhou, Xingchen Wan, Zhou, Han +5 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  19. MirrorWiC: On Eliciting Word-in-Context Representations from Pretrained Language Models
    2021/09/19 by Qianchu Liu, Fangyu Liu, Liu, Qianchu +7 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  20. Fairer Preferences Elicit Improved Human-Aligned Large Language Model Judgments
    2024/06/17 by Han Zhou, Xingchen Wan, Zhou, Han +9 · 5 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Speech and dialogue systems
  21. Zero-Shot Tokenizer Transfer
    2024/05/13 by Benjamin Minixhofer, Minixhofer, Benjamin, Edoardo Maria Ponti +3 · 3 citations
    Chemistry · #Organoboron and organosilicon chemistry
  22. On Cross-Lingual Retrieval with Multilingual Text Encoders
    2021/12/21 by Robert Litschko, Litschko, Robert, Ivan Vulić +5 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #H.3.3 #I.2.7 #Information Retrieval (cs.IR) #Multimodal Machine Learning Applications #Topic Modeling
  23. MULTI3NLU++: A Multilingual, Multi-Intent, Multi-Domain Dataset for Natural Language Understanding in Task-Oriented Dialogue
    2022/12/20 by Nikita Moghe, Moghe, Nikita, Evgeniia Razumovskaia +9 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  24. FUN with Fisher: Improving Generalization of Adapter-Based Cross-lingual Transfer with Scheduled Unfreezing
    2023/01/13 by Chen Cecilia Liu, Jonas Pfeiffer, Liu, Chen Cecilia +5 · 2 citations
    Computer Science · #Topic Modeling #Domain Adaptation and Few-Shot Learning #Natural Language Processing Techniques
  25. Retrofitting Large Language Models with Dynamic Tokenization
    2024/11/27 by Darius Feher, Ivan Vulić, Feher, Darius +3 · 4 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Machine Learning and Algorithms
  26. Where's the Point? Self-Supervised Multilingual Punctuation-Agnostic Sentence Segmentation
    2023/05/30 by Benjamin Minixhofer, Jonas Pfeiffer, Minixhofer, Benjamin +3 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  27. RAVENEA: A Benchmark for Multimodal Retrieval-Augmented Visual Culture Understanding
    2025/05/20 by Jiaang Li, Li, Jiaang, Yifei Yuan +19 · 1 voice · 5 citations
    Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Video Analysis and Summarization
  28. CompoundPiece: Evaluating and Improving Decompounding Performance of Language Models
    2023/05/23 by Benjamin Minixhofer, Minixhofer, Benjamin, Jonas Pfeiffer +3 · 2 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Text Readability and Simplification
  29. Scaling and Beyond: Advancing Spatial Reasoning in MLLMs Requires New Recipes
    2025/04/21 by Huanyu Zhang, Zhang, Huanyu, Chengzu Li +19 · 5 citations
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Semantic Web and Ontologies #Speech and dialogue systems
  30. Dial BeInfo for Faithfulness: Improving Factuality of Information-Seeking Dialogue via Behavioural Fine-Tuning
    2023/11/16 by Evgeniia Razumovskaia, Ivan Vulić, Razumovskaia, Evgeniia +11 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Speech and dialogue systems #Topic Modeling
  31. Self-Distillation for Model Stacking Unlocks Cross-Lingual NLU in 200+ Languages
    2024/06/18 by Fabian David Schmidt, Philipp Borchert, Schmidt, Fabian David +5 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
  32. SQATIN: Supervised Instruction Tuning Meets Question Answering for Improved Dialogue NLU
    2023/11/16 by Evgeniia Razumovskaia, Goran Glavašš, Razumovskaia, Evgeniia +5 · 1 citation
    Computer Science · #Topic Modeling #Speech and dialogue systems #Natural Language Processing Techniques