Ivan Vulic

ORCID

Publication Activity (10 Years)

Years Active: 2011-2025
Publications (10 Years): 269

Top Venues

Katholieke Universiteit Leuven, Belgium (PHD)

Education History

Katholieke Universiteit Leuven, Belgium

PHD

Publications

Guangzhi Sun, Chao Zhang, Ivan Vulic, Pawel Budzianowski, Philip C. Woodland
Knowledge-aware audio-grounded generative slot filling for limited annotated data. Comput. Speech Lang. 89 (2025)
Songbo Hu, Ivan Vulic, Fangyu Liu, Anna Korhonen
Reranking Overgenerated Responses for End-to-End Task-Oriented Dialogue Systems. LREC/COLING (2024)
Evgeniia Razumovskaia, Goran Glavas, Anna Korhonen, Ivan Vulic
SQATIN: Supervised Instruction Tuning Meets Question Answering for Improved Dialogue NLU. NAACL-HLT (2024)
Han Zhou, Xingchen Wan, Ivan Vulic, Anna Korhonen
AutoPEFT: Automatic Configuration Search for Parameter-Efficient Fine-Tuning. Trans. Assoc. Comput. Linguistics 12 (2024)
Jiayun Pang, Ivan Vulic
Specialising and Analysing Instruction-Tuned and Byte-Level Language Models for Organic Reaction Prediction. CoRR (2024)
Songbo Hu, Xiaobin Wang, Zhangdie Yuan, Anna Korhonen, Ivan Vulic
DIALIGHT: Lightweight Multilingual Development and Evaluation of Task-Oriented Dialogue Systems with Large Language Models. CoRR (2024)
Chengzu Li, Caiqi Zhang, Han Zhou, Nigel Collier, Anna Korhonen, Ivan Vulic
TopViewRS: Vision-Language Models as Top-View Spatial Reasoners. CoRR (2024)
Alan Ansell, Ivan Vulic, Hannah Sterz, Anna Korhonen, Edoardo M. Ponti
Scaling Sparse Fine-Tuning to Large Language Models. CoRR (2024)
Yaoyiran Li, Anna Korhonen, Ivan Vulic
Self-Augmented In-Context Learning for Unsupervised Word Translation. CoRR (2024)
Marinela Parovic, Ivan Vulic, Anna Korhonen
Investigating the Potential of Task Arithmetic for Cross-Lingual Transfer. EACL (2) (2024)
Fabian David Schmidt, Philipp Borchert, Ivan Vulic, Goran Glavas
Self-Distillation for Model Stacking Unlocks Cross-Lingual NLU in 200+ Languages. CoRR (2024)
Han Zhou, Xingchen Wan, Yinhong Liu, Nigel Collier, Ivan Vulic, Anna Korhonen
Fairer Preferences Elicit Improved Human-Aligned Large Language Model Judgments. CoRR (2024)
Chen Liu, Jonas Pfeiffer, Ivan Vulic, Iryna Gurevych
FUN with Fisher: Improving Generalization of Adapter-Based Cross-lingual Transfer with Scheduled Unfreezing. NAACL-HLT (2024)
Markus Frohmann, Igor Sterner, Ivan Vulic, Benjamin Minixhofer, Markus Schedl
Segment Any Text: A Universal Approach for Robust, Efficient and Adaptable Sentence Segmentation. CoRR (2024)
Evgeniia Razumovskaia, Ivan Vulic, Anna Korhonen
Analyzing and Adapting Large Language Models for Few-Shot Multilingual NLU: Are We There Yet? CoRR (2024)
Benjamin Minixhofer, Edoardo Maria Ponti, Ivan Vulic
Zero-Shot Tokenizer Transfer. CoRR (2024)
Pawel Budzianowski, Taras Sereda, Tomasz Cichy, Ivan Vulic
Pheme: Efficient and Conversational Speech Generation. CoRR (2024)
Yaoyiran Li, Xiang Zhai, Moustafa Alzantot, Keyi Yu, Ivan Vulic, Anna Korhonen, Mohamed Hammad
CALRec: Contrastive Alignment of Generative LLMs For Sequential Recommendation. CoRR (2024)
Yinhong Liu, Han Zhou, Zhijiang Guo, Ehsan Shareghi, Ivan Vulic, Anna Korhonen, Nigel Collier
Aligning with Human Judgement: The Role of Pairwise Preference in Large Language Model Evaluators. CoRR (2024)
Yijiang River Dong, Hongzhou Lin, Mikhail Belkin, Ramón Huerta, Ivan Vulic
Unmemorization in Large Language Models via Self-Distillation and Deliberate Imagination. CoRR (2024)
Anjali Kantharuban, Ivan Vulic, Anna Korhonen
Quantifying the Dialect Gap and its Correlates Across Languages. CoRR (2023)
Benjamin Minixhofer, Jonas Pfeiffer, Ivan Vulic
Where's the Point? Self-Supervised Multilingual Punctuation-Agnostic Sentence Segmentation. ACL (1) (2023)
Evgeniia Razumovskaia, Ivan Vulic, Anna Korhonen
Transfer-Free Data-Efficient Multilingual Slot Labeling. CoRR (2023)
Jonas Pfeiffer, Sebastian Ruder, Ivan Vulic, Edoardo M. Ponti
Modular Deep Learning. Trans. Mach. Learn. Res. 2023 (2023)
Evgeniia Razumovskaia, Ivan Vulic, Pavle Markovic, Tomasz Cichy, Qian Zheng, Tsung-Hsien Wen, Pawel Budzianowski
Dial BeInfo for Faithfulness: Improving Factuality of Information-Seeking Dialogue via Behavioural Fine-Tuning. CoRR (2023)
Alan Ansell, Marinela Parovic, Ivan Vulic, Anna Korhonen, Edoardo M. Ponti
Unifying Cross-Lingual Transfer across Scenarios of Resource Scarcity. EMNLP (2023)
Nikita Moghe, Evgeniia Razumovskaia, Liane Guillou, Ivan Vulic, Anna Korhonen, Alexandra Birch
Multi3NLU++: A Multilingual, Multi-Intent, Multi-Domain Dataset for Natural Language Understanding in Task-Oriented Dialogue. ACL (Findings) (2023)
Zhangdie Yuan, Songbo Hu, Ivan Vulic, Anna Korhonen, Zaiqiao Meng
Can Pretrained Language Models (Yet) Reason Deductively? EACL (2023)
Benjamin Minixhofer, Jonas Pfeiffer, Ivan Vulic
CompoundPiece: Evaluating and Improving Decompounding Performance of Language Models. EMNLP (2023)
Han Zhou, Xingchen Wan, Ivan Vulic, Anna Korhonen
AutoPEFT: Automatic Configuration Search for Parameter-Efficient Fine-Tuning. CoRR (2023)
Chen Liu, Jonas Pfeiffer, Anna Korhonen, Ivan Vulic, Iryna Gurevych
Delving Deeper into Cross-lingual Visual Question Answering. EACL (Findings) (2023)
Benjamin Minixhofer, Jonas Pfeiffer, Ivan Vulic
Where's the Point? Self-Supervised Multilingual Punctuation-Agnostic Sentence Segmentation. CoRR (2023)
Songbo Hu, Han Zhou, Mete Hergul, Milan Gritta, Guchun Zhang, Ignacio Iacobacci, Ivan Vulic, Anna Korhonen
Multi 3 WOZ: A Multilingual, Multi-Domain, Multi-Parallel Dataset for Training and Evaluating Culturally Adapted Task-Oriented Dialog Systems. Trans. Assoc. Comput. Linguistics 11 (2023)
Vésteinn Snæbjarnarson, Annika Simonsen, Goran Glavas, Ivan Vulic
Transfer to a Low-Resource Language via Close Relatives: The Case Study on Faroese. CoRR (2023)
Han Zhou, Xingchen Wan, Ivan Vulic, Anna Korhonen
Survival of the Most Influential Prompts: Efficient Black-Box Prompt Search via Clustering and Pruning. CoRR (2023)
Alan Ansell, Edoardo Maria Ponti, Anna Korhonen, Ivan Vulic
Distilling Efficient Language-Specific Models for Cross-Lingual Transfer. ACL (Findings) (2023)
Chengzu Li, Han Zhou, Goran Glavas, Anna Korhonen, Ivan Vulic
On Task Performance and Model Calibration with Supervised and Self-Ensembled In-Context Learning. CoRR (2023)
Yaoyiran Li, Anna Korhonen, Ivan Vulic
On Bilingual Lexicon Induction with Large Language Models. CoRR (2023)
Evgeniia Razumovskaia, Ivan Vulic, Anna Korhonen
Transfer-Free Data-Efficient Multilingual Slot Labeling. EMNLP (2023)
Sukannya Purkayastha, Sebastian Ruder, Jonas Pfeiffer, Iryna Gurevych, Ivan Vulic
Romanization-based Large-scale Adaptation of Multilingual Language Models. CoRR (2023)
Vésteinn Snæbjarnarson, Annika Simonsen, Goran Glavas, Ivan Vulic
Transfer to a Low-Resource Language via Close Relatives: The Case Study on Faroese. NoDaLiDa (2023)
Chen Cecilia Liu, Jonas Pfeiffer, Ivan Vulic, Iryna Gurevych
Improving Generalization of Adapter-Based Cross-lingual Transfer with Scheduled Unfreezing. CoRR (2023)
Marinela Parovic, Alan Ansell, Ivan Vulic, Anna Korhonen
Cross-Lingual Transfer with Target Language-Ready Task Adapters. ACL (Findings) (2023)
Yaoyiran Li, Ching-Yun Chang, Stephen Rawls, Ivan Vulic, Anna Korhonen
Translation-Enhanced Multilingual Text-to-Image Generation. CoRR (2023)
Fabian David Schmidt, Ivan Vulic, Goran Glavas
Free Lunch: Robust Cross-Lingual Transfer via Model Checkpoint Averaging. CoRR (2023)
Fabian David Schmidt, Ivan Vulic, Goran Glavas
One For All & All For One: Bypassing Hyperparameter Tuning with Model Averaging for Cross-Lingual Transfer. EMNLP (Findings) (2023)
Han Zhou, Xingchen Wan, Ivan Vulic, Anna Korhonen
Survival of the Most Influential Prompts: Efficient Black-Box Prompt Search via Clustering and Pruning. EMNLP (Findings) (2023)
Fabian David Schmidt, Ivan Vulic, Goran Glavas
Free Lunch: Robust Cross-Lingual Transfer via Model Checkpoint Averaging. ACL (1) (2023)
Clifton Poth, Hannah Sterz, Indraneil Paul, Sukannya Purkayastha, Leon Engländer, Timo Imhof, Ivan Vulic, Sebastian Ruder, Iryna Gurevych, Jonas Pfeiffer
Adapters: A Unified Library for Parameter-Efficient and Modular Transfer Learning. CoRR (2023)
Marinela Parovic, Alan Ansell, Ivan Vulic, Anna Korhonen
Cross-Lingual Transfer with Target Language-Ready Task Adapters. CoRR (2023)
Ivan Vulic, Goran Glavas, Fangyu Liu, Nigel Collier, Edoardo Maria Ponti, Anna Korhonen
Probing Cross-Lingual Lexical Knowledge from Multilingual Sentence Encoders. EACL (2023)
Jonas Pfeiffer, Sebastian Ruder, Ivan Vulic, Edoardo Maria Ponti
Modular Deep Learning. CoRR (2023)
Evgeniia Razumovskaia, Goran Glavas, Anna Korhonen, Ivan Vulic
SQATIN: Supervised Instruction Tuning Meets Question Answering for Improved Dialogue NLU. CoRR (2023)
Alan Ansell, Edoardo Maria Ponti, Anna Korhonen, Ivan Vulic
Distilling Efficient Language-Specific Models for Cross-Lingual Transfer. CoRR (2023)
Songbo Hu, Han Zhou, Moy Yuan, Milan Gritta, Guchun Zhang, Ignacio Iacobacci, Anna Korhonen, Ivan Vulic
A Systematic Study of Performance Disparities in Multilingual Task-Oriented Dialogue Systems. CoRR (2023)
Guangzhi Sun, Chao Zhang, Ivan Vulic, Pawel Budzianowski, Philip C. Woodland
Knowledge-Aware Audio-Grounded Generative Slot Filling for Limited Annotated Data. CoRR (2023)
Yaoyiran Li, Ching-Yun Chang, Stephen Rawls, Ivan Vulic, Anna Korhonen
Translation-Enhanced Multilingual Text-to-Image Generation. ACL (1) (2023)
Anjali Kantharuban, Ivan Vulic, Anna Korhonen
Quantifying the Dialect Gap and its Correlates Across Languages. EMNLP (Findings) (2023)
Songbo Hu, Han Zhou, Moy Yuan, Milan Gritta, Guchun Zhang, Ignacio Iacobacci, Anna Korhonen, Ivan Vulic
A Systematic Study of Performance Disparities in Multilingual Task-Oriented Dialogue Systems. EMNLP (2023)
Benjamin Minixhofer, Jonas Pfeiffer, Ivan Vulic
CompoundPiece: Evaluating and Improving Decompounding Performance of Language Models. CoRR (2023)
Yaoyiran Li, Anna Korhonen, Ivan Vulic
On Bilingual Lexicon Induction with Large Language Models. EMNLP (2023)
Fabian David Schmidt, Ivan Vulic, Goran Glavas
One For All & All For One: Bypassing Hyperparameter Tuning with Model Averaging For Cross-Lingual Transfer. CoRR (2023)
Sukannya Purkayastha, Sebastian Ruder, Jonas Pfeiffer, Iryna Gurevych, Ivan Vulic
Romanization-based Large-scale Adaptation of Multilingual Language Models. EMNLP (Findings) (2023)
Olga Majewska, Evgeniia Razumovskaia, Edoardo Maria Ponti, Ivan Vulic, Anna Korhonen
Cross-Lingual Dialogue Dataset Creation via Outline-Based Generation. Trans. Assoc. Comput. Linguistics 11 (2023)
Songbo Hu, Han Zhou, Mete Hergul, Milan Gritta, Guchun Zhang, Ignacio Iacobacci, Ivan Vulic, Anna Korhonen
Multi3WOZ: A Multilingual, Multi-Domain, Multi-Parallel Dataset for Training and Evaluating Culturally Adapted Task-Oriented Dialog Systems. CoRR (2023)
Olga Majewska, Evgeniia Razumovskaia, Edoardo Maria Ponti, Ivan Vulic, Anna Korhonen
Cross-Lingual Dialogue Dataset Creation via Outline-Based Generation. CoRR (2022)
Evgeniia Razumovskaia, Ivan Vulic, Anna Korhonen
Data Augmentation and Learned Layer Aggregation for Improved Multilingual Language Understanding in Dialogue. ACL (Findings) (2022)
Yaoyiran Li, Fangyu Liu, Nigel Collier, Anna Korhonen, Ivan Vulic
Improving Word Translation via Two-Stage Contrastive Learning. CoRR (2022)
Gabor Fuisz, Ivan Vulic, Samuel Gibbons, Iñigo Casanueva, Pawel Budzianowski
Improved and Efficient Conversational Slot Labeling through Question Answering. CoRR (2022)
Robert Litschko, Ivan Vulic, Simone Paolo Ponzetto, Goran Glavas
On cross-lingual retrieval with multilingual text encoders. Inf. Retr. J. 25 (2) (2022)
Yaoyiran Li, Fangyu Liu, Ivan Vulic, Anna Korhonen
Improving Bilingual Lexicon Induction with Cross-Encoder Reranking. EMNLP (Findings) (2022)
Chia-Chien Hung, Anne Lauscher, Ivan Vulic, Simone Paolo Ponzetto, Goran Glavas
Multi2WOZ: A Robust Multilingual Dataset and Conversational Pretraining for Task-Oriented Dialog. NAACL-HLT (2022)
Sebastian Ruder, Ivan Vulic, Anders Søgaard
Square One Bias in NLP: Towards a Multi-Dimensional Exploration of the Research Manifold. ACL (Findings) (2022)
Georgios Spithourakis, Ivan Vulic, Michal Lis, Iñigo Casanueva, Pawel Budzianowski
EVI: Multilingual Spoken Dialogue Tasks and Dataset for Knowledge-Based Enrolment, Verification, and Identification. NAACL-HLT (Findings) (2022)
Iñigo Casanueva, Ivan Vulic, Georgios Spithourakis, Pawel Budzianowski
NLU++: A Multi-Label, Slot-Rich, Generalisable Dataset for Natural Language Understanding in Task-Oriented Dialogue. NAACL-HLT (Findings) (2022)
Nikita Moghe, Evgeniia Razumovskaia, Liane Guillou, Ivan Vulic, Anna Korhonen, Alexandra Birch
MULTI3NLU++: A Multilingual, Multi-Intent, Multi-Domain Dataset for Natural Language Understanding in Task-Oriented Dialogue. CoRR (2022)
Georgios P. Spithourakis, Ivan Vulic, Michal Lis, Iñigo Casanueva, Pawel Budzianowski
EVI: Multilingual Spoken Dialogue Tasks and Dataset for Knowledge-Based Enrolment, Verification, and Identification. CoRR (2022)
Fabian David Schmidt, Ivan Vulic, Goran Glavas
Don't Stop Fine-Tuning: On Training Regimes for Few-Shot Cross-Lingual Transfer with Multilingual Language Models. EMNLP (2022)
Emanuele Bugliarello, Fangyu Liu, Jonas Pfeiffer, Siva Reddy, Desmond Elliott, Edoardo Maria Ponti, Ivan Vulic
IGLUE: A Benchmark for Transfer Learning across Modalities, Tasks, and Languages. CoRR (2022)
Iñigo Casanueva, Ivan Vulic, Georgios Spithourakis, Pawel Budzianowski
NLU++: A Multi-Label, Slot-Rich, Generalisable Dataset for Natural Language Understanding in Task-Oriented Dialogue. CoRR (2022)
Robert Litschko, Ivan Vulic, Goran Glavas
Parameter-Efficient Neural Reranking for Cross-Lingual and Multilingual Retrieval. COLING (2022)
Emanuele Bugliarello, Fangyu Liu, Jonas Pfeiffer, Siva Reddy, Desmond Elliott, Edoardo Maria Ponti, Ivan Vulic
IGLUE: A Benchmark for Transfer Learning across Modalities, Tasks, and Languages. ICML (2022)
Fabian David Schmidt, Ivan Vulic, Goran Glavas
SLICER: Sliced Fine-Tuning for Low-Resource Cross-Lingual Transfer for Named Entity Recognition. EMNLP (2022)
Chen Liu, Jonas Pfeiffer, Anna Korhonen, Ivan Vulic, Iryna Gurevych
Delving Deeper into Cross-lingual Visual Question Answering. CoRR (2022)
Yaoyiran Li, Fangyu Liu, Ivan Vulic, Anna Korhonen
Improving Bilingual Lexicon Induction with Cross-Encoder Reranking. CoRR (2022)
Wenxuan Zhou, Fangyu Liu, Ivan Vulic, Nigel Collier, Muhao Chen
Prix-LM: Pretraining for Multilingual Knowledge Base Construction. ACL (1) (2022)
Songbo Hu, Ivan Vulic, Fangyu Liu, Anna Korhonen
Reranking Overgenerated Responses for End-to-End Task-Oriented Dialogue Systems. CoRR (2022)
Yaoyiran Li, Fangyu Liu, Nigel Collier, Anna Korhonen, Ivan Vulic
Improving Word Translation via Two-Stage Contrastive Learning. ACL (1) (2022)
Marinela Parovic, Goran Glavas, Ivan Vulic, Anna Korhonen
BAD-X: Bilingual Adapters Improve Zero-Shot Cross-Lingual Transfer. NAACL-HLT (2022)
Zhangdie Yuan, Songbo Hu, Ivan Vulic, Anna Korhonen, Zaiqiao Meng
Can Pretrained Language Models (Yet) Reason Deductively? CoRR (2022)
Chia-Chien Hung, Anne Lauscher, Ivan Vulic, Simone Paolo Ponzetto, Goran Glavas
Multi2WOZ: A Robust Multilingual Dataset and Conversational Pretraining for Task-Oriented Dialog. CoRR (2022)
Gregor Geigle, Jonas Pfeiffer, Nils Reimers, Ivan Vulic, Iryna Gurevych
Retrieve Fast, Rerank Smart: Cooperative and Joint Approaches for Improved Cross-Modal Retrieval. Trans. Assoc. Comput. Linguistics 10 (2022)
Sebastian Ruder, Ivan Vulic, Anders Søgaard
Square One Bias in NLP: Towards a Multi-Dimensional Exploration of the Research Manifold. CoRR (2022)
Evgeniia Razumovskaia, Goran Glavas, Olga Majewska, Edoardo Maria Ponti, Ivan Vulic
Natural Language Processing for Multilingual Task-Oriented Dialogue. ACL (tutorial) (2022)
Alan Ansell, Edoardo Maria Ponti, Anna Korhonen, Ivan Vulic
Composable Sparse Fine-Tuning for Cross-Lingual Transfer. ACL (1) (2022)
Jonas Pfeiffer, Gregor Geigle, Aishwarya Kamath, Jan-Martin O. Steitz, Stefan Roth, Ivan Vulic, Iryna Gurevych
xGQA: Cross-Lingual Visual Question Answering. ACL (Findings) (2022)
Robert Litschko, Ivan Vulic, Goran Glavas
Parameter-Efficient Neural Reranking for Cross-Lingual and Multilingual Retrieval. CoRR (2022)
Ivan Vulic, Iñigo Casanueva, Georgios Spithourakis, Avishek Mondal, Tsung-Hsien Wen, Pawel Budzianowski
Multi-Label Intent Detection via Contrastive Task Specialization of Sentence Encoders. EMNLP (2022)
Ivan Vulic, Goran Glavas, Fangyu Liu, Nigel Collier, Edoardo Maria Ponti, Anna Korhonen
Exposing Cross-Lingual Lexical Knowledge from Multilingual Sentence Encoders. CoRR (2022)
Evgeniia Razumovskaia, Goran Glavas, Olga Majewska, Edoardo Maria Ponti, Anna Korhonen, Ivan Vulic
Crossing the Conversational Chasm: A Primer on Natural Language Processing for Multilingual Task-Oriented Dialogue Systems. J. Artif. Intell. Res. 74 (2022)

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Publication Activity (10 Years)

Top Topics

Top Venues

Ivan Vulic