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2020 – today
- 2023
[j23]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: 139-156 (2023)- [c133]Zhangdie Yuan, Songbo Hu, Ivan Vulic, Anna Korhonen, Zaiqiao Meng:
Can Pretrained Language Models (Yet) Reason Deductively? EACL 2023: 1439-1454 - [c132]Ivan Vulic, Goran Glavas, Fangyu Liu, Nigel Collier, Edoardo Maria Ponti, Anna Korhonen:
Probing Cross-Lingual Lexical Knowledge from Multilingual Sentence Encoders. EACL 2023: 2081-2097 - [c131]Chen Liu, Jonas Pfeiffer, Anna Korhonen, Ivan Vulic, Iryna Gurevych:
Delving Deeper into Cross-lingual Visual Question Answering. EACL (Findings) 2023: 2408-2423 - [c130]Vésteinn Snæbjarnarson, Annika Simonsen, Goran Glavas, Ivan Vulic:
Transfer to a Low-Resource Language via Close Relatives: The Case Study on Faroese. NoDaLiDa 2023: 728-737 - [i84]Chen Cecilia Liu, Jonas Pfeiffer, Ivan Vulic, Iryna Gurevych:
Improving Generalization of Adapter-Based Cross-lingual Transfer with Scheduled Unfreezing. CoRR abs/2301.05487 (2023) - [i83]Han Zhou, Xingchen Wan, Ivan Vulic, Anna Korhonen:
AutoPEFT: Automatic Configuration Search for Parameter-Efficient Fine-Tuning. CoRR abs/2301.12132 (2023) - [i82]Jonas Pfeiffer, Sebastian Ruder, Ivan Vulic, Edoardo Maria Ponti:
Modular Deep Learning. CoRR abs/2302.11529 (2023) - [i81]Vésteinn Snæbjarnarson, Annika Simonsen, Goran Glavas, Ivan Vulic:
Transfer to a Low-Resource Language via Close Relatives: The Case Study on Faroese. CoRR abs/2304.08823 (2023) - [i80]Sukannya Purkayastha, Sebastian Ruder, Jonas Pfeiffer, Iryna Gurevych, Ivan Vulic:
Romanization-based Large-scale Adaptation of Multilingual Language Models. CoRR abs/2304.08865 (2023) - 2022
- [j22]Robert Litschko, Ivan Vulic, Simone Paolo Ponzetto
, Goran Glavas:
On cross-lingual retrieval with multilingual text encoders. Inf. Retr. J. 25(2): 149-183 (2022) - [j21]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: 1351-1402 (2022) - [j20]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: 503-521 (2022) - [c129]Evgeniia Razumovskaia, Goran Glavas, Olga Majewska, Edoardo Maria Ponti, Ivan Vulic:
Natural Language Processing for Multilingual Task-Oriented Dialogue. ACL (tutorial) 2022: 44-50 - [c128]Alan Ansell, Edoardo Maria Ponti, Anna Korhonen, Ivan Vulic:
Composable Sparse Fine-Tuning for Cross-Lingual Transfer. ACL (1) 2022: 1778-1796 - [c127]Evgeniia Razumovskaia, Ivan Vulic, Anna Korhonen:
Data Augmentation and Learned Layer Aggregation for Improved Multilingual Language Understanding in Dialogue. ACL (Findings) 2022: 2017-2033 - [c126]Sebastian Ruder, Ivan Vulic, Anders Søgaard:
Square One Bias in NLP: Towards a Multi-Dimensional Exploration of the Research Manifold. ACL (Findings) 2022: 2340-2354 - [c125]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: 2497-2511 - [c124]Yaoyiran Li, Fangyu Liu, Nigel Collier, Anna Korhonen, Ivan Vulic:
Improving Word Translation via Two-Stage Contrastive Learning. ACL (1) 2022: 4353-4374 - [c123]Wenxuan Zhou, Fangyu Liu, Ivan Vulic, Nigel Collier, Muhao Chen:
Prix-LM: Pretraining for Multilingual Knowledge Base Construction. ACL (1) 2022: 5412-5424 - [c122]Robert Litschko, Ivan Vulic, Goran Glavas:
Parameter-Efficient Neural Reranking for Cross-Lingual and Multilingual Retrieval. COLING 2022: 1071-1082 - [c121]Yaoyiran Li, Fangyu Liu, Ivan Vulic, Anna Korhonen:
Improving Bilingual Lexicon Induction with Cross-Encoder Reranking. EMNLP (Findings) 2022: 4100-4116 - [c120]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: 7544-7559 - [c119]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: 10725-10742 - [c118]Fabian David Schmidt, Ivan Vulic, Goran Glavas:
SLICER: Sliced Fine-Tuning for Low-Resource Cross-Lingual Transfer for Named Entity Recognition. EMNLP 2022: 10775-10785 - [c117]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: 2370-2392 - [c116]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: 1647-1659 - [c115]Marinela Parovic, Goran Glavas, Ivan Vulic, Anna Korhonen:
BAD-X: Bilingual Adapters Improve Zero-Shot Cross-Lingual Transfer. NAACL-HLT 2022: 1791-1799 - [c114]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: 1998-2013 - [c113]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: 3687-3703 - [e5]Eneko Agirre, Marianna Apidianaki, Ivan Vulic:
Proceedings of Deep Learning Inside Out: The 3rd Workshop on Knowledge Extraction and Integration for Deep Learning Architectures, DeeLIO@ACL 2022, Dublin, Ireland and Online, May 27, 2022. Association for Computational Linguistics 2022, ISBN 978-1-955917-32-2 [contents] - [i79]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 abs/2201.11732 (2022) - [i78]Olga Majewska, Evgeniia Razumovskaia, Edoardo Maria Ponti, Ivan Vulic, Anna Korhonen:
Cross-Lingual Dialogue Dataset Creation via Outline-Based Generation. CoRR abs/2201.13405 (2022) - [i77]Chen Liu, Jonas Pfeiffer, Anna Korhonen, Ivan Vulic, Iryna Gurevych:
Delving Deeper into Cross-lingual Visual Question Answering. CoRR abs/2202.07630 (2022) - [i76]Yaoyiran Li, Fangyu Liu, Nigel Collier, Anna Korhonen, Ivan Vulic:
Improving Word Translation via Two-Stage Contrastive Learning. CoRR abs/2203.08307 (2022) - [i75]Gabor Fuisz, Ivan Vulic, Samuel Gibbons, Iñigo Casanueva, Pawel Budzianowski:
Improved and Efficient Conversational Slot Labeling through Question Answering. CoRR abs/2204.02123 (2022) - [i74]Robert Litschko, Ivan Vulic, Goran Glavas:
Parameter-Efficient Neural Reranking for Cross-Lingual and Multilingual Retrieval. CoRR abs/2204.02292 (2022) - [i73]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 abs/2204.13021 (2022) - [i72]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 abs/2204.13496 (2022) - [i71]Ivan Vulic, Goran Glavas, Fangyu Liu, Nigel Collier, Edoardo Maria Ponti, Anna Korhonen:
Exposing Cross-Lingual Lexical Knowledge from Multilingual Sentence Encoders. CoRR abs/2205.00267 (2022) - [i70]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 abs/2205.10400 (2022) - [i69]Sebastian Ruder, Ivan Vulic, Anders Søgaard:
Square One Bias in NLP: Towards a Multi-Dimensional Exploration of the Research Manifold. CoRR abs/2206.09755 (2022) - [i68]Zhangdie Yuan, Songbo Hu, Ivan Vulic, Anna Korhonen, Zaiqiao Meng:
Can Pretrained Language Models (Yet) Reason Deductively? CoRR abs/2210.06442 (2022) - [i67]Yaoyiran Li, Fangyu Liu, Ivan Vulic, Anna Korhonen:
Improving Bilingual Lexicon Induction with Cross-Encoder Reranking. CoRR abs/2210.16953 (2022) - [i66]Songbo Hu, Ivan Vulic, Fangyu Liu, Anna Korhonen:
Reranking Overgenerated Responses for End-to-End Task-Oriented Dialogue Systems. CoRR abs/2211.03648 (2022) - [i65]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 abs/2212.10455 (2022) - 2021
- [j19]Olga Majewska, Diana McCarthy, Jasper J. F. van den Bosch, Nikolaus Kriegeskorte, Ivan Vulic, Anna Korhonen:
Semantic Data Set Construction from Human Clustering and Spatial Arrangement. Comput. Linguistics 47(1): 69-116 (2021) - [j18]Radomir Prodanovic, Sohail Sarang, Dejan D. Rancic, Ivan Vulic, Goran M. Stojanovic, Stevan Stankovski, Gordana Ostojic, Igor Baranovski, Dusan Maksovic:
Trustworthy Wireless Sensor Networks for Monitoring Humidity and Moisture Environments. Sensors 21(11): 3636 (2021) - [j17]Edoardo Maria Ponti, Ivan Vulic, Ryan Cotterell, Marinela Parovic, Roi Reichart, Anna Korhonen:
Parameter Space Factorization for Zero-Shot Learning across Tasks and Languages. Trans. Assoc. Comput. Linguistics 9: 410-428 (2021) - [c112]Nicolas Garneau, Mareike Hartmann, Anders Sandholm, Sebastian Ruder, Ivan Vulic, Anders Søgaard:
Analogy Training Multilingual Encoders. AAAI 2021: 12884-12892 - [c111]Fangyu Liu, Ivan Vulic, Anna Korhonen, Nigel Collier:
Learning Domain-Specialised Representations for Cross-Lingual Biomedical Entity Linking. ACL/IJCNLP (2) 2021: 565-574 - [c110]Soumya Barikeri, Anne Lauscher, Ivan Vulic, Goran Glavas:
RedditBias: A Real-World Resource for Bias Evaluation and Debiasing of Conversational Language Models. ACL/IJCNLP (1) 2021: 1941-1955 - [c109]Phillip Rust, Jonas Pfeiffer, Ivan Vulic, Sebastian Ruder, Iryna Gurevych:
How Good is Your Tokenizer? On the Monolingual Performance of Multilingual Language Models. ACL/IJCNLP (1) 2021: 3118-3135 - [c108]Goran Glavas, Ivan Vulic:
Climbing the Tower of Treebanks: Improving Low-Resource Dependency Parsing via Hierarchical Source Selection. ACL/IJCNLP (Findings) 2021: 4878-4888 - [c107]Ivan Vulic, Edoardo Maria Ponti, Anna Korhonen, Goran Glavas:
LexFit: Lexical Fine-Tuning of Pretrained Language Models. ACL/IJCNLP (1) 2021: 5269-5283 - [c106]Mengjie Zhao, Yi Zhu, Ehsan Shareghi, Ivan Vulic, Roi Reichart, Anna Korhonen, Hinrich Schütze:
A Closer Look at Few-Shot Crosslingual Transfer: The Choice of Shots Matters. ACL/IJCNLP (1) 2021: 5751-5767 - [c105]Olga Majewska, Ivan Vulic, Goran Glavas, Edoardo Maria Ponti, Anna Korhonen:
Verb Knowledge Injection for Multilingual Event Processing. ACL/IJCNLP (1) 2021: 6952-6969 - [c104]Qianchu Liu, Fangyu Liu, Nigel Collier, Anna Korhonen, Ivan Vulic:
MirrorWiC: On Eliciting Word-in-Context Representations from Pretrained Language Models. CoNLL 2021: 562-574 - [c103]Goran Glavas, Ivan Vulic:
Is Supervised Syntactic Parsing Beneficial for Language Understanding Tasks? An Empirical Investigation. EACL 2021: 3090-3104 - [c102]Robert Litschko, Ivan Vulic, Simone Paolo Ponzetto, Goran Glavas:
Evaluating Multilingual Text Encoders for Unsupervised Cross-Lingual Retrieval. ECIR (1) 2021: 342-358 - [c101]Ivan Vulic, Pei-Hao Su, Samuel Coope, Daniela Gerz, Pawel Budzianowski, Iñigo Casanueva, Nikola Mrksic, Tsung-Hsien Wen:
ConvFiT: Conversational Fine-Tuning of Pretrained Language Models. EMNLP (1) 2021: 1151-1168 - [c100]Fangyu Liu, Ivan Vulic, Anna Korhonen, Nigel Collier:
Fast, Effective, and Self-Supervised: Transforming Masked Language Models into Universal Lexical and Sentence Encoders. EMNLP (1) 2021: 1442-1459 - [c99]Alan Ansell, Edoardo Maria Ponti, Jonas Pfeiffer, Sebastian Ruder, Goran Glavas, Ivan Vulic, Anna Korhonen:
MAD-G: Multilingual Adapter Generation for Efficient Cross-Lingual Transfer. EMNLP (Findings) 2021: 4762-4781 - [c98]Qianchu Liu, Edoardo Maria Ponti, Diana McCarthy, Ivan Vulic, Anna Korhonen:
AM2iCo: Evaluating Word Meaning in Context across Low-Resource Languages with Adversarial Examples. EMNLP (1) 2021: 7151-7162 - [c97]Daniela Gerz, Pei-Hao Su, Razvan Kusztos, Avishek Mondal, Michal Lis, Eshan Singhal, Nikola Mrksic, Tsung-Hsien Wen, Ivan Vulic:
Multilingual and Cross-Lingual Intent Detection from Spoken Data. EMNLP (1) 2021: 7468-7475 - [c96]Jonas Pfeiffer, Ivan Vulic, Iryna Gurevych, Sebastian Ruder:
UNKs Everywhere: Adapting Multilingual Language Models to New Scripts. EMNLP (1) 2021: 10186-10203 - [c95]Matthew Henderson, Ivan Vulic:
ConVEx: Data-Efficient and Few-Shot Slot Labeling. NAACL-HLT 2021: 3375-3389 - [e4]Eneko Agirre, Marianna Apidianaki, Ivan Vulic:
Proceedings of Deep Learning Inside Out: The 2nd Workshop on Knowledge Extraction and Integration for Deep Learning Architectures, DeeLIO@NAACL-HLT 2021, Online, June 10 2021. Association for Computational Linguistics 2021, ISBN 978-1-954085-30-5 [contents] - [e3]Anna Rogers, Iacer Calixto, Ivan Vulic, Naomi Saphra, Nora Kassner, Oana-Maria Camburu, Trapit Bansal, Vered Shwartz:
Proceedings of the 6th Workshop on Representation Learning for NLP, RepL4NLP@ACL-IJCNLP 2021, Online, August 6, 2021. Association for Computational Linguistics 2021, ISBN 978-1-954085-72-5 [contents] - [e2]Vivi Nastase, Ivan Vulic:
Proceedings of *SEM 2021: The Tenth Joint Conference on Lexical and Computational Semantics, *SEM 2021, Online, August 5-6, 2021. Association for Computational Linguistics 2021, ISBN 978-1-954085-77-0 [contents] - [i64]Robert Litschko, Ivan Vulic, Simone Paolo Ponzetto, Goran Glavas:
Evaluating Multilingual Text Encoders for Unsupervised Cross-Lingual Retrieval. CoRR abs/2101.08370 (2021) - [i63]Gregor Geigle, Jonas Pfeiffer, Nils Reimers, Ivan Vulic, Iryna Gurevych:
Retrieve Fast, Rerank Smart: Cooperative and Joint Approaches for Improved Cross-Modal Retrieval. CoRR abs/2103.11920 (2021) - [i62]Fangyu Liu, Ivan Vulic, Anna Korhonen, Nigel Collier:
Fast, Effective and Self-Supervised: Transforming Masked LanguageModels into Universal Lexical and Sentence Encoders. CoRR abs/2104.08027 (2021) - [i61]Daniela Gerz, Pei-Hao Su, Razvan Kusztos, Avishek Mondal, Michal Lis, Eshan Singhal, Nikola Mrksic, Tsung-Hsien Wen, Ivan Vulic:
Multilingual and Cross-Lingual Intent Detection from Spoken Data. CoRR abs/2104.08524 (2021) - [i60]Evgeniia Razumovskaia, Goran Glavas, Olga Majewska, Anna Korhonen, Ivan Vulic:
Crossing the Conversational Chasm: A Primer on Multilingual Task-Oriented Dialogue Systems. CoRR abs/2104.08570 (2021) - [i59]Qianchu Liu, Edoardo Maria Ponti, Diana McCarthy, Ivan Vulic, Anna Korhonen:
AM2iCo: Evaluating Word Meaning in Context across Low-ResourceLanguages with Adversarial Examples. CoRR abs/2104.08639 (2021) - [i58]Fangyu Liu, Ivan Vulic, Anna Korhonen, Nigel Collier:
Learning Domain-Specialised Representations for Cross-Lingual Biomedical Entity Linking. CoRR abs/2105.14398 (2021) - [i57]Soumya Barikeri, Anne Lauscher, Ivan Vulic, Goran Glavas:
RedditBias: A Real-World Resource for Bias Evaluation and Debiasing of Conversational Language Models. CoRR abs/2106.03521 (2021) - [i56]Edoardo Maria Ponti, Julia Kreutzer, Ivan Vulic, Siva Reddy:
Modelling Latent Translations for Cross-Lingual Transfer. CoRR abs/2107.11353 (2021) - [i55]Edoardo Maria Ponti, Ivan Vulic, Ryan Cotterell, Roi Reichart, Anna Korhonen:
Towards Zero-shot Language Modeling. CoRR abs/2108.03334 (2021) - [i54]Jonas Pfeiffer, Gregor Geigle, Aishwarya Kamath, Jan-Martin O. Steitz, Stefan Roth, Ivan Vulic, Iryna Gurevych:
xGQA: Cross-Lingual Visual Question Answering. CoRR abs/2109.06082 (2021) - [i53]Qianchu Liu, Fangyu Liu, Nigel Collier, Anna Korhonen, Ivan Vulic:
MirrorWiC: On Eliciting Word-in-Context Representations from Pretrained Language Models. CoRR abs/2109.09237 (2021) - [i52]Ivan Vulic, Pei-Hao Su, Sam Coope, Daniela Gerz, Pawel Budzianowski, Iñigo Casanueva, Nikola Mrksic, Tsung-Hsien Wen:
ConvFiT: Conversational Fine-Tuning of Pretrained Language Models. CoRR abs/2109.10126 (2021) - [i51]Alan Ansell, Edoardo Maria Ponti, Anna Korhonen, Ivan Vulic:
Composable Sparse Fine-Tuning for Cross-Lingual Transfer. CoRR abs/2110.07560 (2021) - [i50]Wenxuan Zhou, Fangyu Liu, Ivan Vulic, Nigel Collier, Muhao Chen:
Prix-LM: Pretraining for Multilingual Knowledge Base Construction. CoRR abs/2110.08443 (2021) - [i49]Robert Litschko, Ivan Vulic, Simone Paolo Ponzetto, Goran Glavas:
On Cross-Lingual Retrieval with Multilingual Text Encoders. CoRR abs/2112.11031 (2021) - 2020
- [j16]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:
Multi-SimLex: A Large-Scale Evaluation of Multilingual and Crosslingual Lexical Semantic Similarity. Comput. Linguistics 46(4): 847-897 (2020) - [j15]Radomir Prodanovic, Dejan D. Rancic, Ivan Vulic, Nenad Zoric, Dusan Bogicevic, Gordana Ostojic, Sohail Sarang, Stevan Stankovski:
Wireless Sensor Network in Agriculture: Model of Cyber Security. Sensors 20(23): 6747 (2020) - [c94]Anne Lauscher, Goran Glavas, Simone Paolo Ponzetto, Ivan Vulic:
A General Framework for Implicit and Explicit Debiasing of Distributional Word Vector Spaces. AAAI 2020: 8131-8138 - [c93]Sam Coope, Tyler Farghly, Daniela Gerz, Ivan Vulic, Matthew Henderson:
Span-ConveRT: Few-shot Span Extraction for Dialog with Pretrained Conversational Representations. ACL 2020: 107-121 - [c92]Daniela Gerz, Ivan Vulic, Marek Rei, Roi Reichart, Anna Korhonen:
Multidirectional Associative Optimization of Function-Specific Word Representations. ACL 2020: 2872-2882 - [c91]Mladen Karan, Ivan Vulic, Anna Korhonen, Goran Glavas:
Classification-Based Self-Learning for Weakly Supervised Bilingual Lexicon Induction. ACL 2020: 6915-6922 - [c90]Goran Glavas, Ivan Vulic:
Non-Linear Instance-Based Cross-Lingual Mapping for Non-Isomorphic Embedding Spaces. ACL 2020: 7548-7555 - [c89]Anne Lauscher, Ivan Vulic, Edoardo Maria Ponti, Anna Korhonen, Goran Glavas:
Specializing Unsupervised Pretraining Models for Word-Level Semantic Similarity. COLING 2020: 1371-1383 - [c88]Robert Litschko, Ivan Vulic, Zeljko Agic, Goran Glavas:
Towards Instance-Level Parser Selection for Cross-Lingual Transfer of Dependency Parsers. COLING 2020: 3886-3898 - [c87]Yaoyiran Li, Edoardo Maria Ponti, Ivan Vulic, Anna Korhonen:
Emergent Communication Pretraining for Few-Shot Machine Translation. COLING 2020: 4716-4731 - [c86]Olga Majewska, Ivan Vulic, Diana McCarthy, Anna Korhonen:
Manual Clustering and Spatial Arrangement of Verbs for Multilingual Evaluation and Typology Analysis. COLING 2020: 4810-4824 - [c85]Goran Glavas, Mladen Karan, Ivan Vulic:
XHate-999: Analyzing and Detecting Abusive Language Across Domains and Languages. COLING 2020: 6350-6365 - [c84]Jonas Pfeiffer, Andreas Rücklé, Clifton Poth, Aishwarya Kamath, Ivan Vulic, Sebastian Ruder, Kyunghyun Cho, Iryna Gurevych:
AdapterHub: A Framework for Adapting Transformers. EMNLP (Demos) 2020: 46-54 - [c83]Matthew Henderson, Iñigo Casanueva, Nikola Mrksic, Pei-Hao Su, Tsung-Hsien Wen, Ivan Vulic:
ConveRT: Efficient and Accurate Conversational Representations from Transformers. EMNLP (Findings) 2020: 2161-2174 - [c82]Edoardo Maria Ponti, Goran Glavas, Olga Majewska, Qianchu Liu, Ivan Vulic, Anna Korhonen:
XCOPA: A Multilingual Dataset for Causal Commonsense Reasoning. EMNLP (1) 2020: 2362-2376 - [c81]Haim Dubossarsky, Ivan Vulic, Roi Reichart, Anna Korhonen:
The Secret is in the Spectra: Predicting Cross-lingual Task Performance with Spectral Similarity Measures. EMNLP (1) 2020: 2377-2390 - [c80]Ivan Vulic, Sebastian Ruder, Anders Søgaard:
Are All Good Word Vector Spaces Isomorphic? EMNLP (1) 2020: 3178-3192 - [c79]Anne Lauscher, Vinit Ravishankar, Ivan Vulic, Goran Glavas:
From Zero to Hero: On the Limitations of Zero-Shot Language Transfer with Multilingual Transformers. EMNLP (1) 2020: 4483-4499 - [c78]Ivan Vulic, Edoardo Maria Ponti, Robert Litschko, Goran Glavas, Anna Korhonen:
Probing Pretrained Language Models for Lexical Semantics. EMNLP (1) 2020: 7222-7240 - [c77]Jonas Pfeiffer, Ivan Vulic, Iryna Gurevych, Sebastian Ruder:
MAD-X: An Adapter-Based Framework for Multi-Task Cross-Lingual Transfer. EMNLP (1) 2020: 7654-7673 - [c76]Olga Majewska, Diana McCarthy, Jasper J. F. van den Bosch, Nikolaus Kriegeskorte, Ivan Vulic, Anna Korhonen:
Spatial Multi-Arrangement for Clustering and Multi-way Similarity Dataset Construction. LREC 2020: 5749-5758 - [c75]Ivan Vulic, Anna Korhonen, Goran Glavas:
Improving Bilingual Lexicon Induction with Unsupervised Post-Processing of Monolingual Word Vector Spaces. RepL4NLP@ACL 2020: 45-54 - [c74]Goran Glavas, Ivan Vulic, Anna Korhonen, Simone Paolo Ponzetto:
SemEval-2020 Task 2: Predicting Multilingual and Cross-Lingual (Graded) Lexical Entailment. SemEval@COLING 2020: 24-35 - [c73]Carlos Santos Armendariz, Matthew Purver, Senja Pollak, Nikola Ljubesic, Matej Ulcar, Ivan Vulic, Mohammad Taher Pilehvar:
SemEval-2020 Task 3: Graded Word Similarity in Context. SemEval@COLING 2020: 36-49 - [i48]Haim Dubossarsky, Ivan Vulic, Roi Reichart, Anna Korhonen:
Lost in Embedding Space: Explaining Cross-Lingual Task Performance with Eigenvalue Divergence. CoRR abs/2001.11136 (2020) - [i47]Edoardo Maria Ponti, Ivan Vulic, Ryan Cotterell, Marinela Parovic, Roi Reichart, Anna Korhonen:
Parameter Space Factorization for Zero-Shot Learning across Tasks and Languages. CoRR abs/2001.11453 (2020) - [i46]Iñigo Casanueva, Tadas Temcinas, Daniela Gerz, Matthew Henderson, Ivan Vulic:
Efficient Intent Detection with Dual Sentence Encoders. CoRR abs/2003.04807 (2020) - [i45]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:
Multi-SimLex: A Large-Scale Evaluation of Multilingual and Cross-Lingual Lexical Semantic Similarity. CoRR abs/2003.04866 (2020) - [i44]Ivan Vulic, Sebastian Ruder, Anders Søgaard:
Are All Good Word Vector Spaces Isomorphic? CoRR abs/2004.04070 (2020) - [i43]Robert Litschko, Ivan Vulic, Zeljko Agic, Goran Glavas:
Towards Instance-Level Parser Selection for Cross-Lingual Transfer of Dependency Parsers. CoRR abs/2004.07642 (2020) - [i42]Jonas Pfeiffer, Ivan Vulic, Iryna Gurevych, Sebastian Ruder:
MAD-X: An Adapter-based Framework for Multi-task Cross-lingual Transfer. CoRR abs/2005.00052 (2020) - [i41]Edoardo Maria Ponti, Goran Glavas, Olga Majewska, Qianchu Liu, Ivan Vulic, Anna Korhonen:
XCOPA: A Multilingual Dataset for Causal Commonsense Reasoning. CoRR abs/2005.00333 (2020) - [i40]Anne Lauscher, Vinit Ravishankar, Ivan Vulic, Goran Glavas:
From Zero to Hero: On the Limitations of Zero-Shot Cross-Lingual Transfer with Multilingual Transformers. CoRR abs/2005.00633 (2020) - [i39]Daniela Gerz, Ivan Vulic, Marek Rei, Roi Reichart, Anna Korhonen:
Multidirectional Associative Optimization of Function-Specific Word Representations. CoRR abs/2005.05264 (2020) - [i38]