Identifying Word Translations from Comparable Corpora Using Latent Topic Models. - Ivan Vulic; Wim De Smet; Marie-Francine Moens (ACL (2), 2011)

Cross-Language Information Retrieval with Latent Topic Models Trained on a Comparable Corpus. - Ivan Vulic; Wim De Smet; Marie-Francine Moens (AIRS, 2011)

Sub-corpora Sampling with an Application to Bilingual Lexicon Extraction. - Ivan Vulic; Marie-Francine Moens (COLING, 2012)

Skip N-grams and Ranking Functions for Predicting Script Events. - Bram Jans; Steven Bethard; Ivan Vulic; Marie-Francine Moens (EACL, 2012)

Detecting Highly Confident Word Translations from Comparable Corpora without Any Prior Knowledge. - Ivan Vulic; Marie-Francine Moens (EACL, 2012)

I pinned it. where can i buy one like it?: automatically linking pinterest pins to online webshops. - Susana Zoghbi; Ivan Vulic; Marie-Francine Moens (DUBMOD@CIKM, 2013)

Are words enough?: a study on text-based representations and retrieval models for linking pins to online shops. - Susana Zoghbi; Ivan Vulic; Marie-Francine Moens (UnstructureNLP@CIKM, 2013)

Monolingual and Cross-Lingual Probabilistic Topic Models and Their Applications in Information Retrieval. - Marie-Francine Moens; Ivan Vulic (ECIR, 2013)

A Unified Framework for Monolingual and Cross-Lingual Relevance Modeling Based on Probabilistic Topic Models. - Ivan Vulic; Marie-Francine Moens (ECIR, 2013)

A Study on Bootstrapping Bilingual Vector Spaces from Non-Parallel Data (and Nothing Else). - Ivan Vulic; Marie-Francine Moens (EMNLP, 2013)

An IR-Inspired Approach to Recovering Named Entity Tags in Broadcast News. - Niraj Shrestha; Ivan Vulic; Marie-Francine Moens (IRFC, 2013)

Cross-Lingual Semantic Similarity of Words as the Similarity of Their Semantic Word Responses. - Ivan Vulic; Marie-Francine Moens (HLT-NAACL, 2013)

Named Entity Recognition in Broadcast News Using Similar Written Texts. - Niraj Shrestha; Ivan Vulic (RANLP, 2013)

Cross-language information retrieval models based on latent topic models trained with document-aligned comparable corpora. - Ivan Vulic; Wim De Smet; Marie-Francine Moens (Inf. Retr., 2013)

Probabilistic Models of Cross-Lingual Semantic Similarity in Context Based on Latent Cross-Lingual Concepts Induced from Comparable Data. - Ivan Vulic; Marie-Francine Moens (EMNLP, 2014)

TermWise: A CAT-tool with Context-Sensitive Terminological Support. - Kris Heylen; Stephen Bond; Dirk De Hertog; Ivan Vulic; Hendrik J. Kockaert (LREC, 2014)

Learning to bridge colloquial and formal language applied to linking and search of E-Commerce data. - Ivan Vulic; Susana Zoghbi; Marie-Francine Moens (SIGIR, 2014)

Multilingual probabilistic topic modeling and its applications in web mining and search. - Marie-Francine Moens; Ivan Vulic (WSDM, 2014)

Unsupervised Algorithms for Cross-Lingual Text Analysis, Translation Mining, and Information Retrieval (Algoritmen voor ongesuperviseerde cross-linguale tekstanalyse, het identificeren van vertalingen en informatieontsluiting). - Ivan Vulic (2014)

Exploiting Image Generality for Lexical Entailment Detection. - Douwe Kiela; Laura Rimell; Ivan Vulic; Stephen Clark (ACL (2), 2015)

Bilingual Word Embeddings from Non-Parallel Document-Aligned Data Applied to Bilingual Lexicon Induction. - Ivan Vulic; Marie-Francine Moens (ACL (2), 2015)

Semantic Role Labeling of Speech Transcripts. - Niraj Shrestha; Ivan Vulic; Marie-Francine Moens (CICLing (2), 2015)

Visual Bilingual Lexicon Induction with Transferred ConvNet Features. - Douwe Kiela; Ivan Vulic; Stephen Clark (EMNLP, 2015)

TKLBLIIR: Detecting Twitter Paraphrases with TweetingJay. - Mladen Karan; Goran Glavas; Jan Snajder; Bojana Dalbelo Basic; Ivan Vulic; Marie-Francine Moens (SemEval@NAACL-HLT, 2015)

Monolingual and Cross-Lingual Information Retrieval Models Based on (Bilingual) Word Embeddings. - Ivan Vulic; Marie-Francine Moens (SIGIR, 2015)

Probabilistic topic modeling in multilingual settings: An overview of its methodology and applications. - Ivan Vulic; Wim De Smet; Jie Tang 001; Marie-Francine Moens (Inf. Process. Manag., 2015)

On the Role of Seed Lexicons in Learning Bilingual Word Embeddings. - Ivan Vulic; Anna Korhonen (ACL (1), 2016)

Is "Universal Syntax" Universally Useful for Learning Distributed Word Representations? - Ivan Vulic; Anna Korhonen (ACL (2), 2016)

Multi-Modal Representations for Improved Bilingual Lexicon Learning. - Ivan Vulic; Douwe Kiela; Stephen Clark; Marie-Francine Moens (ACL (2), 2016)

Survey on the Use of Typological Information in Natural Language Processing. - Helen O'Horan; Yevgeni Berzak; Ivan Vulic; Roi Reichart; Anna Korhonen (COLING, 2016)

SimVerb-3500: A Large-Scale Evaluation Set of Verb Similarity. - Daniela Gerz; Ivan Vulic; Felix Hill; Roi Reichart; Anna Korhonen (EMNLP, 2016)

Automatic Selection of Context Configurations for Improved (and Fast) Class-Specific Word Representations. - Ivan Vulic; Roy Schwartz 001; Ari Rappoport; Roi Reichart; Anna Korhonen (CoRR, 2016)

C-BiLDA extracting cross-lingual topics from non-parallel texts by distinguishing shared from unshared content. - Geert Heyman; Ivan Vulic; Marie-Francine Moens (Data Min. Knowl. Discov., 2016)

Latent Dirichlet allocation for linking user-generated content and e-commerce data. - Susana Zoghbi; Ivan Vulic; Marie-Francine Moens (Inf. Sci., 2016)

Bilingual Distributed Word Representations from Document-Aligned Comparable Data. - Ivan Vulic; Marie-Francine Moens (J. Artif. Intell. Res., 2016)

Morph-fitting: Fine-Tuning Word Vector Spaces with Simple Language-Specific Rules. - Ivan Vulic; Nikola Mrksic; Roi Reichart; Diarmuid Ó Séaghdha; Steve J. Young; Anna Korhonen (ACL (1), 2017)

Automatic Selection of Context Configurations for Improved Class-Specific Word Representations. - Ivan Vulic; Roy Schwartz 001; Ari Rappoport; Roi Reichart; Anna Korhonen (CoNLL, 2017)

Evaluation by Association: A Systematic Study of Quantitative Word Association Evaluation. - Ivan Vulic; Douwe Kiela; Anna Korhonen (EACL (1), 2017)

Bilingual Lexicon Induction by Learning to Combine Word-Level and Character-Level Representations. - Geert Heyman; Ivan Vulic; Marie-Francine Moens (EACL (1), 2017)

Cross-Lingual Syntactically Informed Distributed Word Representations. - Ivan Vulic (EACL (2), 2017)

Cross-Lingual Induction and Transfer of Verb Classes Based on Word Vector Space Specialisation. - Ivan Vulic; Nikola Mrksic; Anna Korhonen (EMNLP, 2017)

If Sentences Could See: Investigating Visual Information for Semantic Textual Similarity. - Goran Glavas; Ivan Vulic; Simone Paolo Ponzetto (IWCS(1), 2017)

Decoding Sentiment from Distributed Representations of Sentences. - Edoardo Maria Ponti; Ivan Vulic; Anna Korhonen (*SEM, 2017)

HyperLex: A Large-Scale Evaluation of Graded Lexical Entailment. - Ivan Vulic; Daniela Gerz; Douwe Kiela; Felix Hill; Anna Korhonen (Comput. Linguistics, 2017)

Semantic Specialisation of Distributional Word Vector Spaces using Monolingual and Cross-Lingual Constraints. - Nikola Mrksic; Ivan Vulic; Diarmuid Ó Séaghdha; Ira Leviant; Roi Reichart; Milica Gasic; Anna Korhonen; Steve J. Young (CoRR, 2017)

Semantic Specialization of Distributional Word Vector Spaces using Monolingual and Cross-Lingual Constraints. - Nikola Mrksic; Ivan Vulic; Diarmuid Ó Séaghdha; Ira Leviant; Roi Reichart; Milica Gasic; Anna Korhonen; Steve J. Young (Trans. Assoc. Comput. Linguistics, 2017)

Fully Statistical Neural Belief Tracking. - Nikola Mrksic; Ivan Vulic (ACL (2), 2018)

Scoring Lexical Entailment with a Supervised Directional Similarity Network. - Marek Rei; Daniela Gerz; Ivan Vulic (ACL (2), 2018)

Isomorphic Transfer of Syntactic Structures in Cross-Lingual NLP. - Edoardo Maria Ponti; Roi Reichart; Anna Korhonen; Ivan Vulic (ACL (1), 2018)

Bridging Languages through Images with Deep Partial Canonical Correlation Analysis. - Guy Rotman; Ivan Vulic; Roi Reichart (ACL (1), 2018)

On the Limitations of Unsupervised Bilingual Dictionary Induction. - Anders Søgaard; Sebastian Ruder; Ivan Vulic (ACL (1), 2018)

Explicit Retrofitting of Distributional Word Vectors. - Goran Glavas; Ivan Vulic (ACL (1), 2018)

On the Relation between Linguistic Typology and (Limitations of) Multilingual Language Modeling. - Daniela Gerz; Ivan Vulic; Edoardo Maria Ponti; Roi Reichart; Anna Korhonen (EMNLP, 2018)

Adversarial Propagation and Zero-Shot Cross-Lingual Transfer of Word Vector Specialization. - Edoardo Maria Ponti; Ivan Vulic; Goran Glavas; Nikola Mrksic; Anna Korhonen (EMNLP, 2018)

Acquiring Verb Classes Through Bottom-Up Semantic Verb Clustering. - Olga Majewska; Diana McCarthy; Ivan Vulic; Anna Korhonen (LREC, 2018)

Discriminating between Lexico-Semantic Relations with the Specialization Tensor Model. - Goran Glavas; Ivan Vulic (NAACL-HLT (2), 2018)

Deep Learning for Conversational AI. - Pei-Hao Su; Nikola Mrksic; Iñigo Casanueva; Ivan Vulic (NAACL-HLT (Tutorial Abstracts), 2018)

Post-Specialisation: Retrofitting Vectors of Words Unseen in Lexical Resources. - Ivan Vulic; Goran Glavas; Nikola Mrksic; Anna Korhonen (NAACL-HLT, 2018)

Specialising Word Vectors for Lexical Entailment. - Ivan Vulic; Nikola Mrksic (NAACL-HLT, 2018)

Injecting Lexical Contrast into Word Vectors by Guiding Vector Space Specialisation. - Ivan Vulic (Rep4NLP@ACL, 2018)

Unsupervised Cross-Lingual Information Retrieval Using Monolingual Data Only. - Robert Litschko; Goran Glavas; Simone Paolo Ponzetto; Ivan Vulic (SIGIR, 2018)

Bio-SimVerb and Bio-SimLex: wide-coverage evaluation sets of word similarity in biomedicine. - Billy Chiu; Sampo Pyysalo; Ivan Vulic; Anna Korhonen (BMC Bioinform., 2018)

A deep learning approach to bilingual lexicon induction in the biomedical domain. - Geert Heyman; Ivan Vulic; Marie-Francine Moens (BMC Bioinform., 2018)

Investigating the cross-lingual translatability of VerbNet-style classification. - Olga Majewska; Ivan Vulic; Diana McCarthy; Yan Huang 014; Akira Murakami; Veronika Laippala; Anna Korhonen (Lang. Resour. Evaluation, 2018)

Language Modeling for Morphologically Rich Languages: Character-Aware Modeling for Word-Level Prediction. - Daniela Gerz; Ivan Vulic; Edoardo Maria Ponti; Jason Naradowsky; Roi Reichart; Anna Korhonen (Trans. Assoc. Comput. Linguistics, 2018)

JW300: A Wide-Coverage Parallel Corpus for Low-Resource Languages. - Zeljko Agic; Ivan Vulic (ACL (1), 2019)

How to (Properly) Evaluate Cross-Lingual Word Embeddings: On Strong Baselines, Comparative Analyses, and Some Misconceptions. - Goran Glavas; Robert Litschko; Sebastian Ruder; Ivan Vulic (ACL (1), 2019)

Generalized Tuning of Distributional Word Vectors for Monolingual and Cross-Lingual Lexical Entailment. - Goran Glavas; Ivan Vulic (ACL (1), 2019)

Training Neural Response Selection for Task-Oriented Dialogue Systems. - Matthew Henderson; Ivan Vulic; Daniela Gerz; Iñigo Casanueva; Pawel Budzianowski; Sam Coope; Georgios Spithourakis; Tsung-Hsien Wen; Nikola Mrksic; Pei-Hao Su (ACL (1), 2019)

Unsupervised Cross-Lingual Representation Learning. - Sebastian Ruder; Anders Søgaard; Ivan Vulic (ACL (4), 2019)

Multilingual and Cross-Lingual Graded Lexical Entailment. - Ivan Vulic; Simone Paolo Ponzetto; Goran Glavas (ACL (1), 2019)

Investigating Cross-Lingual Alignment Methods for Contextualized Embeddings with Token-Level Evaluation. - Qianchu Liu; Diana McCarthy; Ivan Vulic; Anna Korhonen (CoNLL, 2019)

On the Importance of Subword Information for Morphological Tasks in Truly Low-Resource Languages. - Yi Zhu; Benjamin Heinzerling; Ivan Vulic; Michael Strube 001; Roi Reichart; Anna Korhonen (CoNLL, 2019)

Zero-Shot Language Transfer for Cross-Lingual Sentence Retrieval Using Bidirectional Attention Model. - Goran Glavas; Ivan Vulic (ECIR (1), 2019)

Hello, It's GPT-2 - How Can I Help You? Towards the Use of Pretrained Language Models for Task-Oriented Dialogue Systems. - Pawel Budzianowski; Ivan Vulic (NGT@EMNLP-IJCNLP, 2019)

Semantic Specialization of Distributional Word Vectors. - Goran Glavas; Edoardo Maria Ponti; Ivan Vulic (EMNLP/IJCNLP (2), 2019)

PolyResponse: A Rank-based Approach to Task-Oriented Dialogue with Application in Restaurant Search and Booking. - Matthew Henderson; Ivan Vulic; Iñigo Casanueva; Pawel Budzianowski; Daniela Gerz; Sam Coope; Georgios Spithourakis; Tsung-Hsien Wen; Nikola Mrksic; Pei-Hao Su (EMNLP/IJCNLP (3), 2019)

Towards Zero-shot Language Modeling. - Edoardo Maria Ponti; Ivan Vulic; Ryan Cotterell; Roi Reichart; Anna Korhonen (EMNLP/IJCNLP (1), 2019)

Cross-lingual Semantic Specialization via Lexical Relation Induction. - Edoardo Maria Ponti; Ivan Vulic; Goran Glavas; Roi Reichart; Anna Korhonen (EMNLP/IJCNLP (1), 2019)

Do We Really Need Fully Unsupervised Cross-Lingual Embeddings? - Ivan Vulic; Goran Glavas; Roi Reichart; Anna Korhonen (EMNLP/IJCNLP (1), 2019)

Data Collection and End-to-End Learning for Conversational AI. - Tsung-Hsien Wen; Pei-Hao Su; Pawel Budzianowski; Iñigo Casanueva; Ivan Vulic (EMNLP/IJCNLP (2), 2019)

Learning Unsupervised Multilingual Word Embeddings with Incremental Multilingual Hubs. - Geert Heyman; Bregt Verreet; Ivan Vulic; Marie-Francine Moens (NAACL-HLT (1), 2019)

Show Some Love to Your n-grams: A Bit of Progress and Stronger n-gram Language Modeling Baselines. - Ehsan Shareghi; Daniela Gerz; Ivan Vulic; Anna Korhonen (NAACL-HLT (1), 2019)

A Systematic Study of Leveraging Subword Information for Learning Word Representations. - Yi Zhu; Ivan Vulic; Anna Korhonen (NAACL-HLT (1), 2019)

Specializing Distributional Vectors of All Words for Lexical Entailment. - Aishwarya Kamath; Jonas Pfeiffer; Edoardo Maria Ponti; Goran Glavas; Ivan Vulic (RepL4NLP@ACL, 2019)

Evaluating Resource-Lean Cross-Lingual Embedding Models in Unsupervised Retrieval. - Robert Litschko; Goran Glavas; Ivan Vulic; Laura Dietz (SIGIR, 2019)

Modeling Language Variation and Universals: A Survey on Typological Linguistics for Natural Language Processing. - Edoardo Maria Ponti; Helen O'Horan; Yevgeni Berzak; Ivan Vulic; Roi Reichart; Thierry Poibeau; Ekaterina Shutova; Anna Korhonen (Comput. Linguistics, 2019)

A Repository of Conversational Datasets. - Matthew Henderson; Pawel Budzianowski; Iñigo Casanueva; Sam Coope; Daniela Gerz; Girish Kumar; Nikola Mrksic; Georgios Spithourakis; Pei-Hao Su; Ivan Vulic; Tsung-Hsien Wen (CoRR, 2019)

Informing Unsupervised Pretraining with External Linguistic Knowledge. - Anne Lauscher; Ivan Vulic; Edoardo Maria Ponti; Anna Korhonen; Goran Glavas (CoRR, 2019)

Classification as an approach to public key infrastructure requirements analysis. - Radomir Prodanovic; Ivan Vulic (IET Softw., 2019)

A Survey of Cross-lingual Word Embedding Models. - Sebastian Ruder; Ivan Vulic; Anders Søgaard (J. Artif. Intell. Res., 2019)

Cross-Lingual Word Embeddings - Anders Søgaard; Ivan Vulic; Sebastian Ruder; Manaal Faruqui (Morgan & Claypool Publishers, 2019)

A General Framework for Implicit and Explicit Debiasing of Distributional Word Vector Spaces. - Anne Lauscher; Goran Glavas; Simone Paolo Ponzetto; Ivan Vulic (AAAI, 2020)

Span-ConveRT: Few-shot Span Extraction for Dialog with Pretrained Conversational Representations. - Sam Coope; Tyler Farghly; Daniela Gerz; Ivan Vulic; Matthew Henderson (ACL, 2020)

Multidirectional Associative Optimization of Function-Specific Word Representations. - Daniela Gerz; Ivan Vulic; Marek Rei; Roi Reichart; Anna Korhonen (ACL, 2020)

Non-Linear Instance-Based Cross-Lingual Mapping for Non-Isomorphic Embedding Spaces. - Goran Glavas; Ivan Vulic (ACL, 2020)

Classification-Based Self-Learning for Weakly Supervised Bilingual Lexicon Induction. - Mladen Karan; Ivan Vulic; Anna Korhonen; Goran Glavas (ACL, 2020)

XHate-999: Analyzing and Detecting Abusive Language Across Domains and Languages. - Goran Glavas; Mladen Karan; Ivan Vulic (COLING, 2020)

Specializing Unsupervised Pretraining Models for Word-Level Semantic Similarity. - Anne Lauscher; Ivan Vulic; Edoardo Maria Ponti; Anna Korhonen; Goran Glavas (COLING, 2020)

Emergent Communication Pretraining for Few-Shot Machine Translation. - Yaoyiran Li; Edoardo Maria Ponti; Ivan Vulic; Anna Korhonen (COLING, 2020)

Towards Instance-Level Parser Selection for Cross-Lingual Transfer of Dependency Parsers. - Robert Litschko; Ivan Vulic; Zeljko Agic; Goran Glavas (COLING, 2020)

Manual Clustering and Spatial Arrangement of Verbs for Multilingual Evaluation and Typology Analysis. - Olga Majewska; Ivan Vulic; Diana McCarthy; Anna Korhonen (COLING, 2020)

The Secret is in the Spectra: Predicting Cross-lingual Task Performance with Spectral Similarity Measures. - Haim Dubossarsky; Ivan Vulic; Roi Reichart; Anna Korhonen (EMNLP (1), 2020)

ConveRT: Efficient and Accurate Conversational Representations from Transformers. - Matthew Henderson; Iñigo Casanueva; Nikola Mrksic; Pei-Hao Su; Tsung-Hsien Wen; Ivan Vulic (EMNLP (Findings), 2020)

From Zero to Hero: On the Limitations of Zero-Shot Language Transfer with Multilingual Transformers. - Anne Lauscher; Vinit Ravishankar; Ivan Vulic; Goran Glavas (EMNLP (1), 2020)

AdapterHub: A Framework for Adapting Transformers. - Jonas Pfeiffer; Andreas Rücklé; Clifton Poth; Aishwarya Kamath; Ivan Vulic; Sebastian Ruder; Kyunghyun Cho; Iryna Gurevych (EMNLP (Demos), 2020)

MAD-X: An Adapter-Based Framework for Multi-Task Cross-Lingual Transfer. - Jonas Pfeiffer; Ivan Vulic; Iryna Gurevych; Sebastian Ruder (EMNLP (1), 2020)

XCOPA: A Multilingual Dataset for Causal Commonsense Reasoning. - Edoardo Maria Ponti; Goran Glavas; Olga Majewska; Qianchu Liu; Ivan Vulic; Anna Korhonen (EMNLP (1), 2020)

Probing Pretrained Language Models for Lexical Semantics. - Ivan Vulic; Edoardo Maria Ponti; Robert Litschko; Goran Glavas; Anna Korhonen (EMNLP (1), 2020)

Are All Good Word Vector Spaces Isomorphic? - Ivan Vulic; Sebastian Ruder; Anders Søgaard (EMNLP (1), 2020)

Spatial Multi-Arrangement for Clustering and Multi-way Similarity Dataset Construction. - Olga Majewska; Diana McCarthy; Jasper J. F. van den Bosch; Nikolaus Kriegeskorte; Ivan Vulic; Anna Korhonen (LREC, 2020)

Improving Bilingual Lexicon Induction with Unsupervised Post-Processing of Monolingual Word Vector Spaces. - Ivan Vulic; Anna Korhonen; Goran Glavas (RepL4NLP@ACL, 2020)

SemEval-2020 Task 3: Graded Word Similarity in Context. - Carlos Santos Armendariz; Matthew Purver; Senja Pollak; Nikola Ljubesic; Matej Ulcar; Ivan Vulic; Mohammad Taher Pilehvar (SemEval@COLING, 2020)

SemEval-2020 Task 2: Predicting Multilingual and Cross-Lingual (Graded) Lexical Entailment. - Goran Glavas; Ivan Vulic; Anna Korhonen; Simone Paolo Ponzetto (SemEval@COLING, 2020)

Multi-SimLex: A Large-Scale Evaluation of Multilingual and Crosslingual Lexical Semantic Similarity. - Ivan Vulic; Simon Baker; Edoardo Maria Ponti; Ulla Petti; Ira Leviant; Kelly Wing; Olga Majewska; Eden Bar; Matt Malone; Thierry Poibeau; Roi Reichart; Anna Korhonen (Comput. Linguistics, 2020)

Lost in Embedding Space: Explaining Cross-Lingual Task Performance with Eigenvalue Divergence. - Haim Dubossarsky; Ivan Vulic; Roi Reichart; Anna Korhonen (CoRR, 2020)

Efficient Intent Detection with Dual Sentence Encoders. - Iñigo Casanueva; Tadas Temcinas; Daniela Gerz; Matthew Henderson; Ivan Vulic (CoRR, 2020)

Multi-SimLex: A Large-Scale Evaluation of Multilingual and Cross-Lingual Lexical Semantic Similarity. - Ivan Vulic; Simon Baker; Edoardo Maria Ponti; Ulla Petti; Ira Leviant; Kelly Wing; Olga Majewska; Eden Bar; Matt Malone; Thierry Poibeau; Roi Reichart; Anna Korhonen (CoRR, 2020)

From Zero to Hero: On the Limitations of Zero-Shot Cross-Lingual Transfer with Multilingual Transformers. - Anne Lauscher; Vinit Ravishankar; Ivan Vulic; Goran Glavas (CoRR, 2020)

Is Supervised Syntactic Parsing Beneficial for Language Understanding? An Empirical Investigation. - Goran Glavas; Ivan Vulic (CoRR, 2020)

Orthogonal Language and Task Adapters in Zero-Shot Cross-Lingual Transfer. - Marko Vidoni; Ivan Vulic; Goran Glavas (CoRR, 2020)

Wireless Sensor Network in Agriculture: Model of Cyber Security. - Radomir Prodanovic; Dejan D. Rancic; Ivan Vulic; Nenad Zoric; Dusan Bogicevic; Gordana Ostojic; Sohail Sarang; Stevan Stankovski (Sensors, 2020)

SemEval-2020 Task 3: Graded Word Similarity in Context. - Carlos Santos Armendariz; Matthew Purver; Senja Pollak; Nikola Ljubesic; Matej Ulcar; Ivan Vulic; Mohammad Taher Pilehvar (Zenodo, 2020)

SemEval-2020 Task 3: Graded Word Similarity in Context. - Carlos Santos Armendariz; Matthew Purver; Senja Pollak; Nikola Ljubesic; Matej Ulcar; Ivan Vulic; Mohammad Taher Pilehvar (Zenodo, 2020)

Analogy Training Multilingual Encoders. - Nicolas Garneau; Mareike Hartmann; Anders Sandholm 001; Sebastian Ruder; Ivan Vulic; Anders Søgaard (AAAI, 2021)

Learning Domain-Specialised Representations for Cross-Lingual Biomedical Entity Linking. - Fangyu Liu 001; Ivan Vulic; Anna Korhonen; Nigel Collier (ACL/IJCNLP (2), 2021)

RedditBias: A Real-World Resource for Bias Evaluation and Debiasing of Conversational Language Models. - Soumya Barikeri; Anne Lauscher; Ivan Vulic; Goran Glavas (ACL/IJCNLP (1), 2021)

Climbing the Tower of Treebanks: Improving Low-Resource Dependency Parsing via Hierarchical Source Selection. - Goran Glavas; Ivan Vulic (ACL/IJCNLP (Findings), 2021)

Verb Knowledge Injection for Multilingual Event Processing. - Olga Majewska; Ivan Vulic; Goran Glavas; Edoardo Maria Ponti; Anna Korhonen (ACL/IJCNLP (1), 2021)

How Good is Your Tokenizer? On the Monolingual Performance of Multilingual Language Models. - Phillip Rust; Jonas Pfeiffer; Ivan Vulic; Sebastian Ruder; Iryna Gurevych (ACL/IJCNLP (1), 2021)

LexFit: Lexical Fine-Tuning of Pretrained Language Models. - Ivan Vulic; Edoardo Maria Ponti; Anna Korhonen; Goran Glavas (ACL/IJCNLP (1), 2021)

A Closer Look at Few-Shot Crosslingual Transfer: The Choice of Shots Matters. - Mengjie Zhao; Yi Zhu; Ehsan Shareghi; Ivan Vulic; Roi Reichart; Anna Korhonen; Hinrich Schütze (ACL/IJCNLP (1), 2021)

MirrorWiC: On Eliciting Word-in-Context Representations from Pretrained Language Models. - Qianchu Liu; Fangyu Liu 001; Nigel Collier; Anna Korhonen; Ivan Vulic (CoNLL, 2021)

Is Supervised Syntactic Parsing Beneficial for Language Understanding Tasks? An Empirical Investigation. - Goran Glavas; Ivan Vulic (EACL, 2021)

Evaluating Multilingual Text Encoders for Unsupervised Cross-Lingual Retrieval. - Robert Litschko; Ivan Vulic; Simone Paolo Ponzetto; Goran Glavas (ECIR (1), 2021)

Fast, Effective, and Self-Supervised: Transforming Masked Language Models into Universal Lexical and Sentence Encoders. - Fangyu Liu 001; Ivan Vulic; Anna Korhonen; Nigel Collier (EMNLP (1), 2021)

MAD-G: Multilingual Adapter Generation for Efficient Cross-Lingual Transfer. - Alan Ansell; Edoardo Maria Ponti; Jonas Pfeiffer; Sebastian Ruder; Goran Glavas; Ivan Vulic; Anna Korhonen (EMNLP (Findings), 2021)

Multilingual and Cross-Lingual Intent Detection from Spoken Data. - Daniela Gerz; Pei-Hao Su; Razvan Kusztos; Avishek Mondal; Michal Lis; Eshan Singhal; Nikola Mrksic; Tsung-Hsien Wen; Ivan Vulic (EMNLP (1), 2021)

AM2iCo: Evaluating Word Meaning in Context across Low-Resource Languages with Adversarial Examples. - Qianchu Liu; Edoardo Maria Ponti; Diana McCarthy; Ivan Vulic; Anna Korhonen (EMNLP (1), 2021)

UNKs Everywhere: Adapting Multilingual Language Models to New Scripts. - Jonas Pfeiffer; Ivan Vulic; Iryna Gurevych; Sebastian Ruder (EMNLP (1), 2021)

ConvFiT: Conversational Fine-Tuning of Pretrained Language Models. - Ivan Vulic; Pei-Hao Su; Samuel Coope; Daniela Gerz; Pawel Budzianowski; Iñigo Casanueva; Nikola Mrksic; Tsung-Hsien Wen (EMNLP (1), 2021)

ConVEx: Data-Efficient and Few-Shot Slot Labeling. - Matthew Henderson; Ivan Vulic (NAACL-HLT, 2021)

Semantic Data Set Construction from Human Clustering and Spatial Arrangement. - Olga Majewska; Diana McCarthy; Jasper J. F. van den Bosch; Nikolaus Kriegeskorte; Ivan Vulic; Anna Korhonen (Comput. Linguistics, 2021)

Fast, Effective and Self-Supervised: Transforming Masked LanguageModels into Universal Lexical and Sentence Encoders. - Fangyu Liu 001; Ivan Vulic; Anna Korhonen; Nigel Collier (CoRR, 2021)

Crossing the Conversational Chasm: A Primer on Multilingual Task-Oriented Dialogue Systems. - Evgeniia Razumovskaia; Goran Glavas; Olga Majewska; Anna Korhonen; Ivan Vulic (CoRR, 2021)

AM2iCo: Evaluating Word Meaning in Context across Low-ResourceLanguages with Adversarial Examples. - Qianchu Liu; Edoardo Maria Ponti; Diana McCarthy; Ivan Vulic; Anna Korhonen (CoRR, 2021)

Modelling Latent Translations for Cross-Lingual Transfer. - Edoardo Maria Ponti; Julia Kreutzer; Ivan Vulic; Siva Reddy (CoRR, 2021)

Trustworthy Wireless Sensor Networks for Monitoring Humidity and Moisture Environments. - Radomir Prodanovic; Sohail Sarang; Dejan D. Rancic; Ivan Vulic; Goran M. Stojanovic; Stevan Stankovski; Gordana Ostojic; Igor Baranovski; Dusan Maksovic (Sensors, 2021)

Parameter Space Factorization for Zero-Shot Learning across Tasks and Languages. - Edoardo Maria Ponti; Ivan Vulic; Ryan Cotterell; Marinela Parovic; Roi Reichart; Anna Korhonen (Trans. Assoc. Comput. Linguistics, 2021)

Composable Sparse Fine-Tuning for Cross-Lingual Transfer. - Alan Ansell; Edoardo Maria Ponti; Anna Korhonen; Ivan Vulic (ACL (1), 2022)

Improving Word Translation via Two-Stage Contrastive Learning. - Yaoyiran Li; Fangyu Liu 001; Nigel Collier; Anna Korhonen; Ivan Vulic (ACL (1), 2022)

xGQA: Cross-Lingual Visual Question Answering. - Jonas Pfeiffer; Gregor Geigle; Aishwarya Kamath; Jan-Martin O. Steitz; Stefan Roth 001; Ivan Vulic; Iryna Gurevych (ACL (Findings), 2022)

Natural Language Processing for Multilingual Task-Oriented Dialogue. - Evgeniia Razumovskaia; Goran Glavas; Olga Majewska; Edoardo Maria Ponti; Ivan Vulic (ACL (tutorial), 2022)

Data Augmentation and Learned Layer Aggregation for Improved Multilingual Language Understanding in Dialogue. - Evgeniia Razumovskaia; Ivan Vulic; Anna Korhonen (ACL (Findings), 2022)

Square One Bias in NLP: Towards a Multi-Dimensional Exploration of the Research Manifold. - Sebastian Ruder; Ivan Vulic; Anders Søgaard (ACL (Findings), 2022)

Prix-LM: Pretraining for Multilingual Knowledge Base Construction. - Wenxuan Zhou; Fangyu Liu 001; Ivan Vulic; Nigel Collier; Muhao Chen 001 (ACL (1), 2022)

Parameter-Efficient Neural Reranking for Cross-Lingual and Multilingual Retrieval. - Robert Litschko; Ivan Vulic; Goran Glavas (COLING, 2022)

Improving Bilingual Lexicon Induction with Cross-Encoder Reranking. - Yaoyiran Li; Fangyu Liu 001; Ivan Vulic; Anna Korhonen (EMNLP (Findings), 2022)

Don't Stop Fine-Tuning: On Training Regimes for Few-Shot Cross-Lingual Transfer with Multilingual Language Models. - Fabian David Schmidt; Ivan Vulic; Goran Glavas (EMNLP, 2022)

SLICER: Sliced Fine-Tuning for Low-Resource Cross-Lingual Transfer for Named Entity Recognition. - Fabian David Schmidt; Ivan Vulic; Goran Glavas (EMNLP, 2022)

Multi-Label Intent Detection via Contrastive Task Specialization of Sentence Encoders. - Ivan Vulic; Iñigo Casanueva; Georgios Spithourakis; Avishek Mondal; Tsung-Hsien Wen; Pawel Budzianowski (EMNLP, 2022)

IGLUE: A Benchmark for Transfer Learning across Modalities, Tasks, and Languages. - Emanuele Bugliarello; Fangyu Liu 001; Jonas Pfeiffer; Siva Reddy; Desmond Elliott; Edoardo Maria Ponti; Ivan Vulic (ICML, 2022)

NLU++: A Multi-Label, Slot-Rich, Generalisable Dataset for Natural Language Understanding in Task-Oriented Dialogue. - Iñigo Casanueva; Ivan Vulic; Georgios Spithourakis; Pawel Budzianowski (NAACL-HLT (Findings), 2022)

Multi2WOZ: A Robust Multilingual Dataset and Conversational Pretraining for Task-Oriented Dialog. - Chia-Chien Hung; Anne Lauscher; Ivan Vulic; Simone Paolo Ponzetto; Goran Glavas (NAACL-HLT, 2022)

BAD-X: Bilingual Adapters Improve Zero-Shot Cross-Lingual Transfer. - Marinela Parovic; Goran Glavas; Ivan Vulic; Anna Korhonen (NAACL-HLT, 2022)

EVI: Multilingual Spoken Dialogue Tasks and Dataset for Knowledge-Based Enrolment, Verification, and Identification. - Georgios Spithourakis; Ivan Vulic; Michal Lis; Iñigo Casanueva; Pawel Budzianowski (NAACL-HLT (Findings), 2022)

Improved and Efficient Conversational Slot Labeling through Question Answering. - Gabor Fuisz; Ivan Vulic; Samuel Gibbons; Iñigo Casanueva; Pawel Budzianowski (CoRR, 2022)

Exposing Cross-Lingual Lexical Knowledge from Multilingual Sentence Encoders. - Ivan Vulic; Goran Glavas; Fangyu Liu 001; Nigel Collier; Edoardo Maria Ponti; Anna Korhonen (CoRR, 2022)

On cross-lingual retrieval with multilingual text encoders. - Robert Litschko; Ivan Vulic; Simone Paolo Ponzetto; Goran Glavas (Inf. Retr. J., 2022)

Crossing the Conversational Chasm: A Primer on Natural Language Processing for Multilingual Task-Oriented Dialogue Systems. - Evgeniia Razumovskaia; Goran Glavas; Olga Majewska; Edoardo Maria Ponti; Anna Korhonen; Ivan Vulic (J. Artif. Intell. Res., 2022)

Retrieve Fast, Rerank Smart: Cooperative and Joint Approaches for Improved Cross-Modal Retrieval. - Gregor Geigle; Jonas Pfeiffer; Nils Reimers 001; Ivan Vulic; Iryna Gurevych (Trans. Assoc. Comput. Linguistics, 2022)

Distilling Efficient Language-Specific Models for Cross-Lingual Transfer. - Alan Ansell; Edoardo Maria Ponti; Anna Korhonen; Ivan Vulic (ACL (Findings), 2023)

Translation-Enhanced Multilingual Text-to-Image Generation. - Yaoyiran Li; Ching-Yun Chang; Stephen Rawls; Ivan Vulic; Anna Korhonen (ACL (1), 2023)

Where's the Point? Self-Supervised Multilingual Punctuation-Agnostic Sentence Segmentation. - Benjamin Minixhofer; Jonas Pfeiffer; Ivan Vulic (ACL (1), 2023)

Multi3NLU++: A Multilingual, Multi-Intent, Multi-Domain Dataset for Natural Language Understanding in Task-Oriented Dialogue. - Nikita Moghe; Evgeniia Razumovskaia; Liane Guillou; Ivan Vulic; Anna Korhonen; Alexandra Birch (ACL (Findings), 2023)

Cross-Lingual Transfer with Target Language-Ready Task Adapters. - Marinela Parovic; Alan Ansell; Ivan Vulic; Anna Korhonen (ACL (Findings), 2023)

Free Lunch: Robust Cross-Lingual Transfer via Model Checkpoint Averaging. - Fabian David Schmidt; Ivan Vulic; Goran Glavas (ACL (1), 2023)

Delving Deeper into Cross-lingual Visual Question Answering. - Chen Liu; Jonas Pfeiffer; Anna Korhonen; Ivan Vulic; Iryna Gurevych (EACL (Findings), 2023)

Probing Cross-Lingual Lexical Knowledge from Multilingual Sentence Encoders. - Ivan Vulic; Goran Glavas; Fangyu Liu 001; Nigel Collier; Edoardo Maria Ponti; Anna Korhonen (EACL, 2023)

Can Pretrained Language Models (Yet) Reason Deductively? - Zhangdie Yuan; Songbo Hu; Ivan Vulic; Anna Korhonen; Zaiqiao Meng (EACL, 2023)

Unifying Cross-Lingual Transfer across Scenarios of Resource Scarcity. - Alan Ansell; Marinela Parovic; Ivan Vulic; Anna Korhonen; Edoardo M. Ponti (EMNLP, 2023)

A Systematic Study of Performance Disparities in Multilingual Task-Oriented Dialogue Systems. - Songbo Hu; Han Zhou 010; Moy Yuan; Milan Gritta; Guchun Zhang; Ignacio Iacobacci; Anna Korhonen; Ivan Vulic (EMNLP, 2023)

Quantifying the Dialect Gap and its Correlates Across Languages. - Anjali Kantharuban; Ivan Vulic; Anna Korhonen (EMNLP (Findings), 2023)

On Bilingual Lexicon Induction with Large Language Models. - Yaoyiran Li; Anna Korhonen; Ivan Vulic (EMNLP, 2023)

CompoundPiece: Evaluating and Improving Decompounding Performance of Language Models. - Benjamin Minixhofer; Jonas Pfeiffer; Ivan Vulic (EMNLP, 2023)

Adapters: A Unified Library for Parameter-Efficient and Modular Transfer Learning. - Clifton Poth; Hannah Sterz; Indraneil Paul; Sukannya Purkayastha; Leon Engländer; Timo Imhof; Ivan Vulic; Sebastian Ruder; Iryna Gurevych; Jonas Pfeiffer (EMNLP (Demos), 2023)

Romanization-based Large-scale Adaptation of Multilingual Language Models. - Sukannya Purkayastha; Sebastian Ruder; Jonas Pfeiffer; Iryna Gurevych; Ivan Vulic (EMNLP (Findings), 2023)

Transfer-Free Data-Efficient Multilingual Slot Labeling. - Evgeniia Razumovskaia; Ivan Vulic; Anna Korhonen (EMNLP, 2023)

One For All & All For One: Bypassing Hyperparameter Tuning with Model Averaging for Cross-Lingual Transfer. - Fabian David Schmidt; Ivan Vulic; Goran Glavas (EMNLP (Findings), 2023)

Survival of the Most Influential Prompts: Efficient Black-Box Prompt Search via Clustering and Pruning. - Han Zhou 010; Xingchen Wan; Ivan Vulic; Anna Korhonen (EMNLP (Findings), 2023)

Transfer to a Low-Resource Language via Close Relatives: The Case Study on Faroese. - Vésteinn Snæbjarnarson; Annika Simonsen; Goran Glavas; Ivan Vulic (NoDaLiDa, 2023)

Improving Generalization of Adapter-Based Cross-lingual Transfer with Scheduled Unfreezing. - Chen Cecilia Liu; Jonas Pfeiffer; Ivan Vulic; Iryna Gurevych (CoRR, 2023)

Multi3WOZ: A Multilingual, Multi-Domain, Multi-Parallel Dataset for Training and Evaluating Culturally Adapted Task-Oriented Dialog Systems. - Songbo Hu; Han Zhou 010; Mete Hergul; Milan Gritta; Guchun Zhang; Ignacio Iacobacci; Ivan Vulic; Anna Korhonen (CoRR, 2023)

On Task Performance and Model Calibration with Supervised and Self-Ensembled In-Context Learning. - Chengzu Li; Han Zhou 010; Goran Glavas; Anna Korhonen; Ivan Vulic (CoRR, 2023)

Multi 3 WOZ: A Multilingual, Multi-Domain, Multi-Parallel Dataset for Training and Evaluating Culturally Adapted Task-Oriented Dialog Systems. - Songbo Hu; Han Zhou 010; Mete Hergul; Milan Gritta; Guchun Zhang; Ignacio Iacobacci; Ivan Vulic; Anna Korhonen (Trans. Assoc. Comput. Linguistics, 2023)

Cross-Lingual Dialogue Dataset Creation via Outline-Based Generation. - Olga Majewska; Evgeniia Razumovskaia; Edoardo Maria Ponti; Ivan Vulic; Anna Korhonen (Trans. Assoc. Comput. Linguistics, 2023)

Modular Deep Learning. - Jonas Pfeiffer; Sebastian Ruder; Ivan Vulic; Edoardo M. Ponti (Trans. Mach. Learn. Res., 2023)

Self-Augmented In-Context Learning for Unsupervised Word Translation. - Yaoyiran Li; Anna Korhonen; Ivan Vulic (ACL (Short Papers), 2024)

Reranking Overgenerated Responses for End-to-End Task-Oriented Dialogue Systems. - Songbo Hu; Ivan Vulic; Fangyu Liu 001; Anna Korhonen (LREC/COLING, 2024)

Investigating the Potential of Task Arithmetic for Cross-Lingual Transfer. - Marinela Parovic; Ivan Vulic; Anna Korhonen (EACL (2), 2024)

Segment Any Text: A Universal Approach for Robust, Efficient and Adaptable Sentence Segmentation. - Markus Frohmann; Igor Sterner; Ivan Vulic; Benjamin Minixhofer; Markus Schedl (EMNLP, 2024)

TopViewRS: Vision-Language Models as Top-View Spatial Reasoners. - Chengzu Li; Caiqi Zhang; Han Zhou 010; Nigel Collier; Anna Korhonen; Ivan Vulic (EMNLP, 2024)

Dial BeInfo for Faithfulness: Improving Factuality of Information-Seeking Dialogue via Behavioural Fine-Tuning. - Evgeniia Razumovskaia; Ivan Vulic; Pavle Markovic; Tomasz Cichy; Qian Zheng; Tsung-Hsien Wen; Pawel Budzianowski (EMNLP (Findings), 2024)

Self-Distillation for Model Stacking Unlocks Cross-Lingual NLU in 200+ Languages. - Fabian David Schmidt; Philipp Borchert; Ivan Vulic; Goran Glavas (EMNLP (Findings), 2024)

Fairer Preferences Elicit Improved Human-Aligned Large Language Model Judgments. - Han Zhou 010; Xingchen Wan; Yinhong Liu; Nigel Collier; Ivan Vulic; Anna Korhonen (EMNLP, 2024)

DIALIGHT: Lightweight Multilingual Development and Evaluation of Task-Oriented Dialogue Systems with Large Language Models. - Songbo Hu; Xiaobin Wang; Moy Yuan; Anna Korhonen; Ivan Vulic (NAACL (Demonstrations), 2024)

FUN with Fisher: Improving Generalization of Adapter-Based Cross-lingual Transfer with Scheduled Unfreezing. - Chen Liu; Jonas Pfeiffer; Ivan Vulic; Iryna Gurevych (NAACL-HLT, 2024)

SQATIN: Supervised Instruction Tuning Meets Question Answering for Improved Dialogue NLU. - Evgeniia Razumovskaia; Goran Glavas; Anna Korhonen; Ivan Vulic (NAACL-HLT, 2024)

Zero-Shot Tokenizer Transfer. - Benjamin Minixhofer; Edoardo Maria Ponti; Ivan Vulic (NeurIPS, 2024)

CALRec: Contrastive Alignment of Generative LLMs for Sequential Recommendation. - Yaoyiran Li; Xiang Zhai; Moustafa Alzantot; Keyi Yu; Ivan Vulic; Anna Korhonen; Mohamed Hammad (RecSys, 2024)

DIALIGHT: Lightweight Multilingual Development and Evaluation of Task-Oriented Dialogue Systems with Large Language Models. - Songbo Hu; Xiaobin Wang; Zhangdie Yuan; Anna Korhonen; Ivan Vulic (CoRR, 2024)

Pheme: Efficient and Conversational Speech Generation. - Pawel Budzianowski; Taras Sereda; Tomasz Cichy; Ivan Vulic (CoRR, 2024)

Scaling Sparse Fine-Tuning to Large Language Models. - Alan Ansell; Ivan Vulic; Hannah Sterz; Anna Korhonen; Edoardo M. Ponti (CoRR, 2024)

Unmemorization in Large Language Models via Self-Distillation and Deliberate Imagination. - Yijiang River Dong; Hongzhou Lin; Mikhail Belkin; Ramón Huerta; Ivan Vulic (CoRR, 2024)

Analyzing and Adapting Large Language Models for Few-Shot Multilingual NLU: Are We There Yet? - Evgeniia Razumovskaia; Ivan Vulic; Anna Korhonen (CoRR, 2024)

Aligning with Human Judgement: The Role of Pairwise Preference in Large Language Model Evaluators. - Yinhong Liu; Han Zhou 010; Zhijiang Guo; Ehsan Shareghi; Ivan Vulic; Anna Korhonen; Nigel Collier (CoRR, 2024)

Specialising and Analysing Instruction-Tuned and Byte-Level Language Models for Organic Reaction Prediction. - Jiayun Pang; Ivan Vulic (CoRR, 2024)

DARE: Diverse Visual Question Answering with Robustness Evaluation. - Hannah Sterz; Jonas Pfeiffer; Ivan Vulic (CoRR, 2024)

Aligning with Logic: Measuring, Evaluating and Improving Logical Consistency in Large Language Models. - Yinhong Liu; Zhijiang Guo; Tianya Liang; Ehsan Shareghi; Ivan Vulic; Nigel Collier (CoRR, 2024)

AutoPEFT: Automatic Configuration Search for Parameter-Efficient Fine-Tuning. - Han Zhou 010; Xingchen Wan; Ivan Vulic; Anna Korhonen (Trans. Assoc. Comput. Linguistics, 2024)

Language Fusion for Parameter-Efficient Cross-lingual Transfer. - Philipp Borchert; Ivan Vulic; Marie-Francine Moens; Jochen De Weerdt (ACL (1), 2025)

Retrofitting Large Language Models with Dynamic Tokenization. - Darius Feher; Ivan Vulic; Benjamin Minixhofer (ACL (1), 2025)

Large Language Models are Miscalibrated In-Context Learners. - Chengzu Li; Han Zhou 010; Goran Glavas; Anna Korhonen; Ivan Vulic (ACL (Findings), 2025)

UNDIAL: Self-Distillation with Adjusted Logits for Robust Unlearning in Large Language Models. - Yijiang River Dong; Hongzhou Lin; Mikhail Belkin; Ramón Huerta; Ivan Vulic (NAACL (Long Papers), 2025)

Knowledge-aware audio-grounded generative slot filling for limited annotated data. - Guangzhi Sun; Chao Zhang 031; Ivan Vulic; Pawel Budzianowski; Philip C. Woodland (Comput. Speech Lang., 2025)

Fleurs-SLU: A Massively Multilingual Benchmark for Spoken Language Understanding. - Fabian David Schmidt; Ivan Vulic; Goran Glavas; David Ifeoluwa Adelani (CoRR, 2025)

Imagine while Reasoning in Space: Multimodal Visualization-of-Thought. - Chengzu Li; Wenshan Wu; Huanyu Zhang; Yan Xia 005; Shaoguang Mao; Li Dong 004; Ivan Vulic; Furu Wei (CoRR, 2025)

Multi-Agent Design: Optimizing Agents with Better Prompts and Topologies. - Han Zhou 010; Xingchen Wan; Ruoxi Sun 002; Hamid Palangi; Shariq Iqbal; Ivan Vulic; Anna Korhonen; Sercan Ö. Arik (CoRR, 2025)

Training Plug-n-Play Knowledge Modules with Deep Context Distillation. - Lucas Caccia; Alan Ansell; Edoardo M. Ponti; Ivan Vulic; Alessandro Sordoni (CoRR, 2025)

Cross-Tokenizer Distillation via Approximate Likelihood Matching. - Benjamin Minixhofer; Ivan Vulic; Edoardo Maria Ponti (CoRR, 2025)

A Call for New Recipes to Enhance Spatial Reasoning in MLLMs. - Huanyu Zhang; Chengzu Li; Wenshan Wu; Shaoguang Mao; Yan Xia 005; Ivan Vulic; Zhang Zhang 001; Liang Wang 001; Tieniu Tan; Furu Wei (CoRR, 2025)

Visual Planning: Let's Think Only with Images. - Yi Xu; Chengzu Li; Han Zhou 010; Xingchen Wan; Caiqi Zhang; Anna Korhonen; Ivan Vulic (CoRR, 2025)

RAVENEA: A Benchmark for Multimodal Retrieval-Augmented Visual Culture Understanding. - Jiaang Li 002; Yifei Yuan 002; Wenyan Li 001; Mohammad Aliannejadi; Daniel Hershcovich; Anders Søgaard; Ivan Vulic; Wenxuan Zhang 001; Paul Pu Liang; Yang Deng 002; Serge J. Belongie (CoRR, 2025)