🧑‍🔬 Ivan Vulić — all works

41 works · ← Ivan Vulić

1. MAD-X: An Adapter-Based Framework for Multi-Task Cross-Lingual TransferConference on Empirical Methods in Natural Language Processing (EMNLP)Jonas Pfeiffer, Ivan Vulić, Iryna Gurevych, et al.2020 · 839 citations
2. AdapterHub: A Framework for Adapting TransformersConference on Empirical Methods in Natural Language Processing (EMNLP)Jonas Pfeiffer, Andreas Rücklé, Clifton Poth, et al.2020 · 754 citations
3. Efficient Intent Detection with Dual Sentence EncodersWorkshop on Natural Language Processing for Conversational AIIñigo Casanueva, Tadas Temčinas, Daniela Gerz, et al.2020 · 628 citations
4. XCOPA: A Multilingual Dataset for Causal Commonsense ReasoningConference on Empirical Methods in Natural Language Processing (EMNLP)Edoardo Maria Ponti, Goran Glavaš, Olga Majewska, et al.2020 · 469 citations
5. From Zero to Hero: On the Limitations of Zero-Shot Language Transfer with Multilingual TransformersConference on Empirical Methods in Natural Language Processing (EMNLP)Anne Lauscher, Vinit Ravishankar, Ivan Vulić, et al.2020 · 463 citations
6. How Good is Your Tokenizer? On the Monolingual Performance of Multilingual Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Phillip Rust, Jonas Pfeiffer, Ivan Vulić, et al.2021 · 449 citations
7. On the Limitations of Unsupervised Bilingual Dictionary InductionAnnual Meeting of the Association for Computational Linguistics (ACL)Anders Søgaard, Sebastian Ruder, Ivan Vulić2018 · 401 citations
8. JW300: A Wide-Coverage Parallel Corpus for Low-Resource LanguagesAnnual Meeting of the Association for Computational Linguistics (ACL)Željko Agić, Ivan Vulić2019 · 374 citations
9. Probing Pretrained Language Models for Lexical SemanticsConference on Empirical Methods in Natural Language Processing (EMNLP)Ivan Vulić, Edoardo Maria Ponti, Robert Litschko, et al.2020 · 320 citations
10. SimVerb-3500: A Large-Scale Evaluation Set of Verb SimilarityConference on Empirical Methods in Natural Language Processing (EMNLP)Daniela Gerz, Ivan Vulić, Felix Hill, et al.2016 · 319 citations
11. How to (Properly) Evaluate Cross-Lingual Word Embeddings: On Strong Baselines, Comparative Analyses, and Some Misconceptions ↗ACL 2019 (Florence) · no summary yetGoran Glavas et al.2019 · 277 citations
12. ConveRT: Efficient and Accurate Conversational Representations from TransformersFindings of the Association for Computational LinguisticsMatthew Henderson, Iñigo Casanueva, Nikola Mrkšić, et al.2020 · 269 citations
13. Semantic Specialization of Distributional Word Vector Spaces using Monolingual and Cross-Lingual ConstraintsTransactions of the Association for Computational Linguistics (TACL)Nikola Mrkšić, Ivan Vulić, Diarmuid Ó Séaghdha, et al.2017 · 236 citations
14. Modeling Language Variation and Universals: A Survey on Typological Linguistics for Natural Language ProcessingComputational LinguisticsEdoardo Maria Ponti, Helen O'Horan, Yevgeni Berzak, et al.2019 · 219 citations
15. UNKs Everywhere: Adapting Multilingual Language Models to New ScriptsConference on Empirical Methods in Natural Language Processing (EMNLP)Jonas Pfeiffer, Ivan Vulić, Iryna Gurevych, et al.2021 · 176 citations
16. Specialising Word Vectors for Lexical EntailmentConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Ivan Vulić, Nikola Mrkšić2018 · 160 citations
17. Do We Really Need Fully Unsupervised Cross-Lingual Embeddings?Conference on Empirical Methods in Natural Language Processing (EMNLP)Ivan Vulić, Goran Glavaš, Roi Reichart, et al.2019 · 157 citations
18. Composable Sparse Fine-Tuning for Cross-Lingual Transfer ↗Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetAlan Ansell et al.2022 · 153 citations
19. HyperLex: A Large-Scale Evaluation of Graded Lexical EntailmentComputational LinguisticsIvan Vulić, Daniela Gerz, Douwe Kiela, et al.2017 · 148 citations
20. Fast, Effective, and Self-Supervised: Transforming Masked Language Models into Universal Lexical and Sentence EncodersConference on Empirical Methods in Natural Language Processing (EMNLP)Fangyu Liu, Ivan Vulić, Anna Korhonen, et al.2021 · 147 citations
21. On the Role of Seed Lexicons in Learning Bilingual Word Embeddings ↗Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetIvan Vulić, Anna Korhonen2016 · 147 citations
22. RedditBias: A Real-World Resource for Bias Evaluation and Debiasing of Conversational Language Models ↗Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers) · no summary yetSoumya Barikeri et al.2021 · 139 citations
23. Training Neural Response Selection for Task-Oriented Dialogue Systems ↗Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics · no summary yetMatthew Henderson et al.2019 · 134 citations
24. MAD-G: Multilingual Adapter Generation for Efficient Cross-Lingual TransferFindings of the Association for Computational LinguisticsAlan Ansell, Edoardo Maria Ponti, Jonas Pfeiffer, et al.2021 · 130 citations
25. On the Relation between Linguistic Typology and (Limitations of) Multilingual Language ModelingConference on Empirical Methods in Natural Language Processing (EMNLP)Daniela Gerz, Ivan Vulić, Edoardo Maria Ponti, et al.2018 · 113 citations
26. Unsupervised Cross-Lingual Representation Learning ↗Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics: Tutorial Abstracts · no summary yetSebastian Ruder, Anders Søgaard, Ivan Vulić2019 · 108 citations
27. Multi-SimLex: A Large-Scale Evaluation of Multilingual and Crosslingual Lexical Semantic SimilarityComputational LinguisticsIvan Vulić, Simon Baker, Edoardo Maria Ponti, et al.2020 · 106 citations
28. Explicit Retrofitting of Distributional Word Vectors ↗Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetGoran Glavaš, Ivan Vulić2018 · 97 citations
29. XHate-999: Analyzing and Detecting Abusive Language Across Domains and Languages ↗Proceedings of the 28th International Conference on Computational Linguistics · no summary yetGoran Glavaš, Vanja Mladen Karan, Ivan Vulić2020 · 89 citations
30. Specializing Unsupervised Pretraining Models for Word-Level Semantic Similarity ↗Proceedings of the 28th International Conference on Computational Linguistics · no summary yetAnne Lauscher et al.2020 · 82 citations
31. Language Modeling for Morphologically Rich Languages: Character-Aware Modeling for Word-Level PredictionTransactions of the Association for Computational Linguistics (TACL)Daniela Gerz, Ivan Vulić, Edoardo Ponti, et al.2018 · 82 citations
32. Is Supervised Syntactic Parsing Beneficial for Language Understanding Tasks? An Empirical Investigation ↗Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume · no summary yetGoran Glavaš, Ivan Vulić2021 · 80 citations
33. Aligning with Human Judgement: The Role of Pairwise Preference in Large Language Model EvaluatorsarXiv:2403.16950Yinhong Liu, Han Zhou, Zhijiang Guo, et al.2024 · 76 citations
34. Cross-Lingual Dialogue Dataset Creation via Outline-Based GenerationTransactions of the Association for Computational Linguistics (TACL)Olga Majewska, Evgeniia Razumovskaia, Edoardo M. Ponti, et al.2023 · 51 citations
35. AutoPEFT: Automatic Configuration Search for Parameter-Efficient Fine-TuningTransactions of the Association for Computational Linguistics (TACL)Han Zhou, Xingchen Wan, Ivan Vulić, et al.2024 · 46 citations
36. Quantifying the Dialect Gap and its Correlates Across Languages ↗Findings of the Association for Computational Linguistics: EMNLP 2023 · no summary yetAnjali Kantharuban, Ivan Vulić, Anna Korhonen2023 · 44 citations
37. Multi 3 WOZ: A Multilingual, Multi-Domain, Multi-Parallel Dataset for Training and Evaluating Culturally Adapted Task-Oriented Dialog SystemsTransactions of the Association for Computational Linguistics (TACL)Songbo Hu, Han Zhou, Mete Hergul, et al.2023 · 17 citations
38. Analyzing and Adapting Large Language Models for Few-Shot Multilingual NLU: Are We There Yet?Transactions of the Association for Computational Linguistics (TACL)Evgeniia Razumovskaia, Ivan Vulić, Anna Korhonen2025 · 15 citations
39. Retrofitting Large Language Models with Dynamic TokenizationAnnual Meeting of the Association for Computational Linguistics (ACL)Darius Feher, Ivan Vulić, Benjamin Minixhofer2025 · 11 citations
40. TKLBLIIR: Detecting Twitter Paraphrases with TweetingJay ↗Proceedings of the 9th International Workshop on Semantic Evaluation (SemEval 2015) · no summary yetVanja Mladen Karan et al.2015 · 10 citations
41. Analyzing the Effect of Linguistic Instructions on Paraphrase Generation ↗Proceedings of the Joint 25th Nordic Conference on Computational Linguistics and 11th Baltic Conference on Human Language Technologies (NoDaLiDa/Baltic-HLT 2025) · no summary yetTeemu Vahtola et al.2025 · 2 citations

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