Vulić, Ivan
- Efficient Intent Detection with Dual Sentence Encoders
2020/03/10 by Casanueva, Iñigo, Temčinas, Tadas, Gerz, Daniela +2 · 38 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- XCOPA: A Multilingual Dataset for Causal Commonsense Reasoning
2020/05/01 by Ponti, Edoardo Maria, Glavaš, Goran, Majewska, Olga +3 · 33 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- How Good is Your Tokenizer? On the Monolingual Performance of\n Multilingual Language Models
2020/12/31 by Phillip Rust, Jonas Pfeiffer, Rust, Phillip +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
- 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
- MAD-X: An Adapter-Based Framework for Multi-Task Cross-Lingual Transfer
2020/04/30 by Pfeiffer, Jonas, Vulić, Ivan, Gurevych, Iryna +1 · 23 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- AdapterHub: A Framework for Adapting Transformers
2020/07/15 by Pfeiffer, Jonas, Rücklé, Andreas, Poth, Clifton +5 · 20 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Imagine while Reasoning in Space: Multimodal Visualization-of-Thought
2025/01/13 by Li, Chengzu, Wu, Wenshan, Zhang, Huanyu +5 · 59 citations
#Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Aligning with Human Judgement: The Role of Pairwise Preference in Large Language Model Evaluators
2024/03/25 by Yinhong Liu, Liu, Yinhong, Han Zhou +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
- Composable Sparse Fine-Tuning for Cross-Lingual Transfer
2021/10/14 by Ansell, Alan, Ponti, Edoardo Maria, Korhonen, Anna +1 · 13 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- TopViewRS: Vision-Language Models as Top-View Spatial Reasoners
2024/06/04 by Chengzu Li, Caiqi Zhang, Li, Chengzu +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
- RedditBias: A Real-World Resource for Bias Evaluation and Debiasing of\n Conversational Language Models
2021/06/07 by Soumya Barikeri, Barikeri, Soumya, Anne Lauscher +5 · 10 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech and dialogue systems
- 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
- Probing Pretrained Language Models for Lexical Semantics
2020/10/12 by Vulić, Ivan, Ponti, Edoardo Maria, Litschko, Robert +2 · 8 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Multi-Agent Design: Optimizing Agents with Better Prompts and Topologies
2025/02/04 by Han Zhou, Xingchen Wan, Zhou, Han +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
- Modular Deep Learning
2023/02/22 by Jonas Pfeiffer, Sebastian Ruder, Pfeiffer, Jonas +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
- Fast, Effective, and Self-Supervised: Transforming Masked Language Models into Universal Lexical and Sentence Encoders
2021/04/16 by Liu, Fangyu, Vulić, Ivan, Korhonen, Anna +1 · 6 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Learning Domain-Specialised Representations for Cross-Lingual Biomedical Entity Linking
2021/05/30 by Liu, Fangyu, Vulić, Ivan, Korhonen, Anna +1 · 6 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Specialising Word Vectors for Lexical Entailment
2017/10/17 by Vulić, Ivan, Mrkšić, Nikola · 4 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- From Zero to Hero: On the Limitations of Zero-Shot Cross-Lingual Transfer with Multilingual Transformers
2020/05/01 by Lauscher, Anne, Ravishankar, Vinit, Vulić, Ivan +1 · 4 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- 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
- UNDIAL: Self-Distillation with Adjusted Logits for Robust Unlearning in Large Language Models
2024/02/15 by Yijiang River Dong, Hongzhou Lin, Dong, Yijiang River +7 · 7 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
- HyperLex: A Large-Scale Evaluation of Graded Lexical Entailment
2016/08/06 by Vulić, Ivan, Gerz, Daniela, Kiela, Douwe +2 · 3 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Multilingual and Cross-Lingual Intent Detection from Spoken Data
2021/04/17 by Gerz, Daniela, Su, Pei-Hao, Kusztos, Razvan +6 · 4 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Quantifying the Dialect Gap and its Correlates Across Languages
2023/10/23 by Kantharuban, Anjali, Vulić, Ivan, Korhonen, Anna · 6 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Romanization-based Large-scale Adaptation of Multilingual Language Models
2023/04/18 by Sukannya Purkayastha, Purkayastha, Sukannya, Sebastian Ruder +7 · 5 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling #Text Readability and Simplification
- 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
- UNKs Everywhere: Adapting Multilingual Language Models to New Scripts
2020/12/31 by Pfeiffer, Jonas, Vulić, Ivan, Gurevych, Iryna +1 · 3 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- 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
- Modeling Language Variation and Universals: A Survey on Typological\n Linguistics for Natural Language Processing
2018/07/02 by Edoardo Maria Ponti, Helen O’Horan, Ponti, Edoardo Maria +13 · 2 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
- 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
- Parameter-Efficient Neural Reranking for Cross-Lingual and Multilingual Retrieval
2022/04/05 by Litschko, Robert, Vulić, Ivan, Glavaš, Goran · 3 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #H.3.3 #I.2.7 #Information Retrieval (cs.IR)
- On the Importance of Subword Information for Morphological Tasks in Truly Low-Resource Languages
2019/09/26 by Zhu, Yi, Heinzerling, Benjamin, Vulić, Ivan +3 · 2 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- ConveRT: Efficient and Accurate Conversational Representations from Transformers
2019/11/09 by Henderson, Matthew, Casanueva, Iñigo, Mrkšić, Nikola +3 · 2 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Multi3WOZ: A Multilingual, Multi-Domain, Multi-Parallel Dataset for Training and Evaluating Culturally Adapted Task-Oriented Dialog Systems
2023/07/26 by Songbo Hu, Han Zhou, Hu, Songbo +13 · 3 citations
Computer Science · #Topic Modeling #Speech and dialogue systems #Natural Language Processing Techniques
- Survival of the Most Influential Prompts: Efficient Black-Box Prompt Search via Clustering and Pruning
2023/10/19 by Han Zhou, Zhou, Han, Xingchen Wan +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
- Universal Cross-Tokenizer Distillation via Approximate Likelihood Matching
2025/03/25 by Benjamin Minixhofer, Minixhofer, Benjamin, Ivan Vulić +3 · 1 voice · 5 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
- Training Plug-n-Play Knowledge Modules with Deep Context Distillation
2025/03/11 by Caccia, Lucas, Ansell, Alan, Ponti, Edoardo +2 · 5 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- MirrorWiC: On Eliciting Word-in-Context Representations from Pretrained Language Models
2021/09/19 by Qianchu Liu, Liu, Qianchu, Fangyu Liu +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
- Scaling Sparse Fine-Tuning to Large Language Models
2024/01/29 by Ansell, Alan, Vulić, Ivan, Sterz, Hannah +2 · 3 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- 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
- Zero-Shot Tokenizer Transfer
2024/05/13 by Benjamin Minixhofer, Edoardo Maria Ponti, Minixhofer, Benjamin +3 · 3 citations
Chemistry · #Organoboron and organosilicon chemistry
- 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
- 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
- Large Language Models are Miscalibrated In-Context Learners
2023/12/21 by Li, Chengzu, Zhou, Han, Glavaš, Goran +2 · 3 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- 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
- 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
- Transfer to a Low-Resource Language via Close Relatives: The Case Study on Faroese
2023/04/18 by Snæbjarnarson, Vésteinn, Simonsen, Annika, Glavaš, Goran +1 · 2 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Square One Bias in NLP: Towards a Multi-Dimensional Exploration of the Research Manifold
2022/06/20 by Ruder, Sebastian, Vulić, Ivan, Søgaard, Anders · 2 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- 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
- Transfer-Free Data-Efficient Multilingual Slot Labeling
2023/05/22 by Razumovskaia, Evgeniia, Vulić, Ivan, Korhonen, Anna · 2 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Cross-Lingual Transfer with Target Language-Ready Task Adapters
2023/06/05 by Parović, Marinela, Ansell, Alan, Vulić, Ivan +1 · 2 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- RAVENEA: A Benchmark for Multimodal Retrieval-Augmented Visual Culture Understanding
2025/05/20 by Jiaang Li, Yifei Yuan, Li, Jiaang +19 · 1 voice · 5 citations
Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Video Analysis and Summarization
- CompoundPiece: Evaluating and Improving Decompounding Performance of Language Models
2023/05/23 by Benjamin Minixhofer, Jonas Pfeiffer, Minixhofer, Benjamin +3 · 2 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling #Text Readability and Simplification
- On the Limitations of Unsupervised Bilingual Dictionary Induction
2018/05/09 by Søgaard, Anders, Ruder, Sebastian, Vulić, Ivan · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Hello, It's GPT-2 -- How Can I Help You? Towards the Use of Pretrained Language Models for Task-Oriented Dialogue Systems
2019/07/12 by Budzianowski, Paweł, Vulić, Ivan · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Do We Really Need Fully Unsupervised Cross-Lingual Embeddings?
2019/09/04 by Vulić, Ivan, Glavaš, Goran, Reichart, Roi +1 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Analyzing and Adapting Large Language Models for Few-Shot Multilingual NLU: Are We There Yet?
2024/03/04 by Razumovskaia, Evgeniia, Vulić, Ivan, Korhonen, Anna · 2 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Multi-SimLex: A Large-Scale Evaluation of Multilingual and Cross-Lingual Lexical Semantic Similarity
2020/03/10 by Vulić, Ivan, Baker, Simon, Ponti, Edoardo Maria +9 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Span-ConveRT: Few-shot Span Extraction for Dialog with Pretrained Conversational Representations
2020/05/18 by Coope, Sam, Farghly, Tyler, Gerz, Daniela +2 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Retrieve Fast, Rerank Smart: Cooperative and Joint Approaches for Improved Cross-Modal Retrieval
2021/03/22 by Geigle, Gregor, Pfeiffer, Jonas, Reimers, Nils +2 · 1 citation
#Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Is Supervised Syntactic Parsing Beneficial for Language Understanding? An Empirical Investigation
2020/08/15 by Glavaš, Goran, Vulić, Ivan · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- A Closer Look at Few-Shot Crosslingual Transfer: The Choice of Shots Matters
2020/12/31 by Zhao, Mengjie, Zhu, Yi, Shareghi, Ehsan +4 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- AM2iCo: Evaluating Word Meaning in Context across Low-Resource Languages with Adversarial Examples
2021/04/17 by Liu, Qianchu, Ponti, Edoardo M., McCarthy, Diana +2 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Modelling Latent Translations for Cross-Lingual Transfer
2021/07/23 by Ponti, Edoardo Maria, Kreutzer, Julia, Vulić, Ivan +1 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Prix-LM: Pretraining for Multilingual Knowledge Base Construction
2021/10/16 by Zhou, Wenxuan, Liu, Fangyu, Vulić, Ivan +2 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- NLU++: A Multi-Label, Slot-Rich, Generalisable Dataset for Natural Language Understanding in Task-Oriented Dialogue
2022/04/27 by Casanueva, Iñigo, Vulić, Ivan, Spithourakis, Georgios P. +1 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Multi2WOZ: A Robust Multilingual Dataset and Conversational Pretraining for Task-Oriented Dialog
2022/05/20 by Hung, Chia-Chien, Lauscher, Anne, Vulić, Ivan +2 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- 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
- AutoPEFT: Automatic Configuration Search for Parameter-Efficient Fine-Tuning
2023/01/28 by Zhou, Han, Wan, Xingchen, Vulić, Ivan +1 · 1 citation
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- 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
- Self-Augmented In-Context Learning for Unsupervised Word Translation
2024/02/15 by Li, Yaoyiran, Korhonen, Anna, Vulić, Ivan · 1 citation
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
- 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
- SQATIN: Supervised Instruction Tuning Meets Question Answering for Improved Dialogue NLU
2023/11/16 by Evgeniia Razumovskaia, Goran Glavaš, Razumovskaia, Evgeniia +5 · 1 citation
Computer Science · #Topic Modeling #Speech and dialogue systems #Natural Language Processing Techniques
- DARE: Diverse Visual Question Answering with Robustness Evaluation
2024/09/26 by Hannah Sterz, Sterz, Hannah, Jonas Pfeiffer +3 · 1 citation
Computer Science · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- 11Plus-Bench: Demystifying Multimodal LLM Spatial Reasoning with Cognitive-Inspired Analysis
2025/08/27 by Li, Chengzu, Wu, Wenshan, Zhang, Huanyu +6 · 2 citations
#Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Quantifying Language Disparities in Multilingual Large Language Models
2025/08/23 by Hu, Songbo, Vulić, Ivan, Korhonen, Anna · 3 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Language Fusion for Parameter-Efficient Cross-lingual Transfer
2025/01/12 by Borchert, Philipp, Vulić, Ivan, Moens, Marie-Francine +1 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences