Lexical Acquisition Across Languages

CORDIS fournit des liens vers les livrables publics et les publications des projets HORIZON.

Les liens vers les livrables et les publications des projets du 7e PC, ainsi que les liens vers certains types de résultats spécifiques tels que les jeux de données et les logiciels, sont récupérés dynamiquement sur OpenAIRE .

Publications

Learning Domain-Specialised Representations for Cross-Lingual Biomedical Entity Linking

Auteurs: Fangyu Liu, Ivan Vulić, Anna Korhonen, Nigel Collier
Publié dans: Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 2: Short Papers), 2021, Page(s) 565-574
Éditeur: Association for Computational Linguistics
DOI: 10.18653/v1/2021.acl-short.72

SemEval-2020 Task 2: Predicting Multilingual and Cross-Lingual (Graded) Lexical Entailment

Auteurs: Goran Glavaš, Ivan Vulić, Anna Korhonen, and Simone Paolo Ponzetto
Publié dans: Proceedings of the Fourteenth Workshop on Semantic Evaluation, 2020, Page(s) 24--35
Éditeur: International Committee for Computational Linguistics

Non-Linear Instance-Based Cross-Lingual Mapping for Non-Isomorphic Embedding Spaces

Auteurs: Goran Glavaš, Ivan Vulić
Publié dans: Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020, Page(s) 7548-7555
Éditeur: Association for Computational Linguistics
DOI: 10.18653/v1/2020.acl-main.675

Manual Clustering and Spatial Arrangement of Verbs for Multilingual Evaluation and Typology Analysis

Auteurs: Olga Majewska, Ivan Vulić, Diana McCarthy, Anna Korhonen
Publié dans: Proceedings of the 28th International Conference on Computational Linguistics, 2020, Page(s) 4810-4824
Éditeur: International Committee on Computational Linguistics
DOI: 10.18653/v1/2020.coling-main.423

Spatial Multi-Arrangement for Clustering and Multi-way Similarity Dataset Construction

Auteurs: Olga Majewska, Diana McCarthy, Jasper van den Bosch, Nikolaus Kriegeskorte, Ivan Vulić, and Anna Korhonen
Publié dans: Proceedings of the 12th International Conference on Language Resources and Evaluation (LREC 2020), 2020, Page(s) 5749-5758
Éditeur: European Language Resources Association

Verb Knowledge Injection for Multilingual Event Processing

Auteurs: Olga Majewska, Ivan Vulić, Goran Glavaš, Edoardo Maria Ponti, Anna Korhonen
Publié dans: 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), 2021, Page(s) 6952-6969
Éditeur: Association for Computational Linguistics
DOI: 10.18653/v1/2021.acl-long.541

The Secret is in the Spectra: Predicting Cross-lingual Task Performance with Spectral Similarity Measures

Auteurs: Haim Dubossarsky, Ivan Vulić, Roi Reichart, Anna Korhonen
Publié dans: Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP), 2020, Page(s) 2377-2390
Éditeur: Association for Computational Linguistics
DOI: 10.18653/v1/2020.emnlp-main.186

Improving Bilingual Lexicon Induction with Unsupervised Post-Processing of Monolingual Word Vector Spaces

Auteurs: Ivan Vulić, Anna Korhonen, Goran Glavaš
Publié dans: Proceedings of the 5th Workshop on Representation Learning for NLP, 2020, Page(s) 45-54
Éditeur: Association for Computational Linguistics
DOI: 10.18653/v1/2020.repl4nlp-1.7

Specializing Unsupervised Pretraining Models for Word-Level Semantic Similarity

Auteurs: Lauscher, Anne; Vulić, Ivan; Ponti, Edoardo Maria; Korhonen, Anna; Glavaš, Goran
Publié dans: Proceedings of the 28th International Conference on Computational Linguistics, Numéro 30, 2020, Page(s) 1371--1383
Éditeur: International Committee on Computational Linguistics

Analogy Training Multilingual encoders

Auteurs: Nicolas Garneau, Mareike Hartmann, Anders Sandholm, Sebastian Ruder, Ivan Vulić, and Anders Søgaard
Publié dans: Proceedings of the 35th AAAI Conference on Artificial Intelligence (AAAI 2021), 2021
Éditeur: Association for the Advancement of Artificial Intelligence

Multidirectional Associative Optimization of Function-Specific Word Representations

Auteurs: Daniela Gerz, Ivan Vulić, Marek Rei, Roi Reichart, Anna Korhonen
Publié dans: Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020, Page(s) 2872-2882
Éditeur: Association for Computational Linguistics
DOI: 10.18653/v1/2020.acl-main.257

SemEval-2020 Task 3: graded Word Similarity in Context

Auteurs: Carlos Santos Armendariz, Matthew Purver, Senja Pollak, Nikola Ljubešić, Matej Ulčar, Ivan Vulić, and Mohammad Taher Pilehvar
Publié dans: Proceedings of the Fourteenth Workshop on Semantic Evaluation, 2020, Page(s) 36--49
Éditeur: International Committee for Computational Linguistics

AdapterHub: A Framework for Adapting Transformers

Auteurs: Jonas Pfeiffer, Andreas Rücklé, Clifton Poth, Aishwarya Kamath, Ivan Vulić, Sebastian Ruder, Kyunghyun Cho, Iryna Gurevych
Publié dans: Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing: System Demonstrations, 2020, Page(s) 46-54
Éditeur: Association for Computational Linguistics
DOI: 10.18653/v1/2020.emnlp-demos.7

Is Supervised Syntactic Parsing Beneficial for Language Understanding Tasks? An Empirical Investigation

Auteurs: Goran Glavaš and Ivan Vulić
Publié dans: Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021
Éditeur: Association for Computational Linguistics

Climbing the Tower of Treebanks: Improving Low-Resource Dependency Parsing via Hierarchical Source Selection

Auteurs: Goran Glavaš, Ivan Vulić
Publié dans: Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021, 2021, Page(s) 4878-4888
Éditeur: Association for Computational Linguistics
DOI: 10.18653/v1/2021.findings-acl.431

Classification-Based Self-Learning for Weakly Supervised Bilingual Lexicon Induction

Auteurs: Mladen Karan, Ivan Vulić, Anna Korhonen, Goran Glavaš
Publié dans: Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020, Page(s) 6915-6922
Éditeur: Association for Computational Linguistics
DOI: 10.18653/v1/2020.acl-main.618

XCOPA: A Multilingual Dataset for Causal Commonsense Reasoning

Auteurs: Edoardo Maria Ponti, Goran Glavaš, Olga Majewska, Qianchu Liu, Ivan Vulić, Anna Korhonen
Publié dans: Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP), 2020, Page(s) 2362-2376
Éditeur: Association for Computational Linguistics
DOI: 10.18653/v1/2020.emnlp-main.185

From Zero to Hero: On the Limitations of Zero-Shot Cross-Lingual Transfer with Multilingual Transformers

Auteurs: Lauscher, Anne; Ravishankar, Vinit; Vulić, Ivan; Glavaš, Goran
Publié dans: Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP), Numéro 20, 2020, Page(s) 4483-4499
Éditeur: Association for Computational Linguistics

Bilingual Lexicon Induction by Learning to Combine Word-Level and Character-Level Representations

Auteurs: Geert Heyman, Ivan Vulić, and Marie-Francine Moens
Publié dans: Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2017), 2017, Page(s) 1085-1095
Éditeur: ACL

Evaluation by Association: A Systematic Study of Quantitative Word Association Evaluation

Auteurs: Ivan Vulić, Douwe Kiela, and Anna Korhonen
Publié dans: Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2017), Numéro Volume 1, Long Papers, 2017, Page(s) 163-175, ISBN 978-1-945626-34-0
Éditeur: ACL

Cross-Lingual Syntactically Informed Distributed Word Representations

Auteurs: Ivan Vulić
Publié dans: Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2017), 2017, Page(s) 408-414
Éditeur: ACL

Decoding Sentiment from Distributed Representations of Sentences

Auteurs: Edoardo Maria Ponti, Ivan Vulić, Anna Korhonen
Publié dans: Proceedings of the 6th Joint Conference on Lexical and Computational Semantics (*SEM 2017), 2017, Page(s) 22-32
Éditeur: Association for Computational Linguistics
DOI: 10.18653/v1/S17-1003

Morph-fitting: Fine-Tuning Word Vector Spaces with Simple Language-Specific Rules

Auteurs: Ivan Vulić, Nikola Mrkšić, Roi Reichart, Diarmuid Ó Séaghdha, Steve Young, Anna Korhonen
Publié dans: Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2017, Page(s) 56-68
Éditeur: Association for Computational Linguistics
DOI: 10.18653/v1/P17-1006

Automatic Selection of Context Configurations for Improved Class-Specific Word Representations

Auteurs: Ivan Vulić, Roy Schwartz, Ari Rappoport, Roi Reichart, Anna Korhonen
Publié dans: Proceedings of the 21st Conference on Computational Natural Language Learning (CoNLL 2017), 2017, Page(s) 112-122
Éditeur: Association for Computational Linguistics
DOI: 10.18653/v1/K17-1013

Specialising Word Vectors for Lexical Entailment

Auteurs: Ivan Vulić and Nikola Mrkšić
Publié dans: Proceedings of the 16th Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT 2018), Numéro long paper, 2018
Éditeur: ACL

Post-Specialisation: Retrofitting Vectors of Words Unseen in Lexical Resources

Auteurs: Ivan Vulić, Goran Glavaš, Nikola Mrkšić, and Anna Korhonen
Publié dans: Proceedings of the 16th Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT 2018), Numéro long paper, 2018
Éditeur: ACL

Cross-Lingual Induction and Transfer of Verb Classes Based on Word Vector Space Specialisation

Auteurs: Ivan Vulić, Nikola Mrkšić, and Anna Korhonen
Publié dans: Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP 2017), 2017, Page(s) 2536-2548, ISBN 978-1-945626-35-7
Éditeur: ACL

Event-Related Features in Feedforward Neural Networks Contribute to Identifying Implicit Causal Relations in Discourse

Auteurs: Ponti, Edoardo Maria and Anna Korhonen
Publié dans: Proceedings of the 2nd Workshop on Linking Models of Lexical, Sentential and Discourse-level Semantics, 2017, Page(s) 25-30
Éditeur: Association for Computer Linguistics

Acquiring Verb Classes through Bottom-Up Semantic Verb Clustering

Auteurs: Olga Majewska, Diana McCarthy, Ivan Vulić, and Anna Korhonen
Publié dans: Proceedings of the 11th International Conference on Language Resources and Evaluation (LREC 2018), 2018, Page(s) pp. 952-958
Éditeur: European Language Resources Association

Discriminating between Lexico-Semantic Relations with the Specialization Tensor Model

Auteurs: Goran Glavaš and Ivan Vulić
Publié dans: Proceedings of the 16th Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT 2018), 2018, Page(s) pp. 181-187
Éditeur: Association for Computational Linguistics

Specialising Word Vectors for Lexical Entailment

Auteurs: Vulić, Ivan; Mrkšić, Nikola
Publié dans: Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Numéro Volume 1 (Long Papers), 2018, Page(s) 1134 -1145
Éditeur: Association for Computational Linguistics

Unsupervised Cross-Lingual Information Retrieval Using Monolingual Data Only

Auteurs: Robert Litschko, Goran Glavaš, Simone Paolo Ponzetto, Ivan Vulić
Publié dans: The 41st International ACM SIGIR Conference on Research & Development in Information Retrieval - SIGIR '18, 2018, Page(s) 1253-1256, ISBN 9781450356572
Éditeur: ACM Press
DOI: 10.1145/3209978.3210157

Injecting Lexical Contrast into Word Vectors by Guiding Vector Space Specialisation

Auteurs: Ivan Vulić and Anna Korhonen
Publié dans: Proceedings of The Third Workshop on Representation Learning for NLP, 2018, Page(s) 137-143
Éditeur: Association for Computational Linguistics

Bridging Languages through Images with Deep Partial Canonical Correlation Analysis

Auteurs: Guy Rotman, Ivan Vulić, and Roi Reichart
Publié dans: Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (ACL 2018), Numéro long paper, 2018, Page(s) pp. 910-921
Éditeur: Association for Computational Linguistics

Scoring Lexical Entailment with a Supervised Directional Similarity Network

Auteurs: Marek Rei, Daniela Gerz, and Ivan Vulić
Publié dans: Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, Numéro (Volume 2: Short Papers), 2018, Page(s) 638-643
Éditeur: Association for Computational Linguistics

Fully Statistical Neural Belief Tracking

Auteurs: Nikola Mrkšić and Ivan Vulić
Publié dans: Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (ACL 2018), Numéro short paper, 2018, Page(s) pp. 108-113
Éditeur: Association for Computational Linguistics

Explicit Retrofitting of Distributional Word Vectors

Auteurs: Goran Glavaš and Ivan Vulić
Publié dans: Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (ACL 2018), Numéro Volume 1: Long Papers, 2018, Page(s) pp. 34-45
Éditeur: Association for Computational Linguistics

On the Limitations of Unsupervised Bilingual Dictionary Induction

Auteurs: Anders Søgaard, Sebastian Ruder, Ivan Vulić
Publié dans: Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, Numéro (Volume 1: Long Papers), 2018, Page(s) pp. 778-788
Éditeur: Association for Computational Linguistics
DOI: 10.17863/cam.32410

Isomorphic Transfer of Syntactic Structures in Cross-Lingual Natural Language Processing

Auteurs: Edoardo Maria Ponti, Roi Reichart, Anna Korhonen, and Ivan Vulić
Publié dans: Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (ACL 2018), Numéro long paper, 2018, Page(s) pp. 1531-1542
Éditeur: Association for Computational Linguistics

"Is ""Universal Syntax"" Universally Useful for Learning Distributed Word Representations? "

Auteurs: Ivan Vulic and Anna Korhonen
Publié dans: Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, Numéro Volume 2: Short Papers, 2016, Page(s) 518-524
Éditeur: The Association for Computer Linguistics

Multi-Modal Representations for Improved Bilingual Lexicon Learning

Auteurs: Ivan Vulić, Douwe Kiela, Stephen Clark, and Marie-Francine Moens
Publié dans: Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, Numéro Volume 2: Short Papers, 2016, Page(s) 188-194
Éditeur: The Association for Computer Linguistics

On the Role of Seed Lexicons in Learning Bilingual Word Embeddings

Auteurs: Ivan Vulic and Anna Korhonen
Publié dans: Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, Numéro Volume 1: Long Papers, 2016, Page(s) 247-257
Éditeur: The Association for Computer Linguistics
DOI: 10.17863/CAM.9717

SimVerb-3500: A Large-Scale Evaluation Set of Verb Similarity

Auteurs: Daniela Gerz, Ivan Vulić, Felix Hill, Roi Reichart, and Anna Korhonen
Publié dans: Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016, Page(s) 2173-2182, ISBN 978-1-945626-25-8
Éditeur: The Association for Computational Linguistics
DOI: 10.18653/v1/D16-1235

Survey on the Use of Typological Information in Natural Language Processing

Auteurs: Helen O'Horan, Yevgeni Berzak, Ivan Vulić, Roi Reichart and Anna Korhonen
Publié dans: Proceedings of COLING 2016, the 26th International Conference on Computational Linguistics: Technical Papers, 2016, Page(s) 1297-1308, ISBN 9784-879747020
Éditeur: The COLING 2016 Organizing Committee

Adversarial Propagation and Zero-Shot Cross-Lingual Transfer of Word Vector Specialization

Auteurs: Ponti, Edoardo Maria; Vulić, Ivan; Glavaš, Goran; Mrkšić, Nikola; Korhonen, Anna
Publié dans: Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Numéro 12, 2018, Page(s) 282--293
Éditeur: Association for Computational Linguistics
DOI: 10.18653/v1/D18-1026

Specializing Distributional Vectors of All Words for Lexical Entailment

Auteurs: Aishwarya Kamath, Jonas Pfeiffer, Edoardo Maria Ponti, Goran Glavaš, Ivan Vulić
Publié dans: Proceedings of the 4th Workshop on Representation Learning for NLP (RepL4NLP-2019), 2019, Page(s) 72-83
Éditeur: Association for Computational Linguistics
DOI: 10.18653/v1/w19-4310

Evaluating Resource-Lean Cross-Lingual Embedding Models in Unsupervised Retrieval

Auteurs: Robert Litschko, Goran Glavaš, Ivan Vulic, Laura Dietz
Publié dans: Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval - SIGIR'19, 2019, Page(s) 1109-1112, ISBN 9781450361729
Éditeur: ACM Press
DOI: 10.1145/3331184.3331324

On the Importance of Subword Information for Morphological Tasks in Truly Low-Resource Languages

Auteurs: Yi Zhu, Benjamin Heinzerling, Ivan Vulić, Michael Strube, Roi Reichart, Anna Korhonen
Publié dans: Proceedings of the 23rd Conference on Computational Natural Language Learning (CoNLL), 2019, Page(s) 216-226
Éditeur: Association for Computational Linguistics
DOI: 10.18653/v1/k19-1021

Investigating Cross-Lingual Alignment Methods for Contextualized Embeddings with Token-Level Evaluation

Auteurs: Qianchu Liu, Diana McCarthy, Ivan Vulić, Anna Korhonen
Publié dans: Proceedings of the 23rd Conference on Computational Natural Language Learning (CoNLL), 2019, Page(s) 33-43
Éditeur: Association for Computational Linguistics
DOI: 10.18653/v1/k19-1004

Hello, It’s GPT-2 - How Can I Help You? Towards the Use of Pretrained Language Models for Task-Oriented Dialogue Systems

Auteurs: Paweł Budzianowski, Ivan Vulić
Publié dans: Proceedings of the 3rd Workshop on Neural Generation and Translation, 2019, Page(s) 15-22
Éditeur: Association for Computational Linguistics
DOI: 10.18653/v1/d19-5602

Cross-lingual Semantic Specialization via Lexical Relation Induction

Auteurs: Edoardo Maria Ponti, Ivan Vulić, Goran Glavaš, Roi Reichart, Anna Korhonen
Publié dans: Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP), 2019, Page(s) 2206-2217
Éditeur: Association for Computational Linguistics
DOI: 10.18653/v1/d19-1226

Do We Really Need Fully Unsupervised Cross-Lingual Embeddings?

Auteurs: Ivan Vulić, Goran Glavaš, Roi Reichart, and Anna Korhonen
Publié dans: Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP 2019), 2019, Page(s) 4406-4417
Éditeur: Association for Computational Linguistics
DOI: 10.18653/v1/d19-1449

Towards Zero-shot Language Modeling

Auteurs: Edoardo Maria Ponti, Ivan Vulić, Ryan Cotterell, Roi Reichart, Anna Korhonen
Publié dans: Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP), 2019, Page(s) 2900-2910
Éditeur: Association for Computational Linguistics
DOI: 10.18653/v1/d19-1288

A General Framework for Implicit and Explicit Debiasing of Distributional Word Vector Spaces

Auteurs: Anne Lauscher, Goran Glavaš, Simone Paolo Ponzetto, and Ivan Vulić
Publié dans: Proceedings of the 34th AAAI Conference on Artificial Intelligence (AAAI 2020), Numéro long paper, to appear, 2020
Éditeur: Association for the Advancement of Artificial Intelligence

Enhancing biomedical word embeddings by retrofitting to verb clusters

Auteurs: Billy Chiu, Simon Baker, Martha Palmer, Anna Korhonen
Publié dans: Proceedings of the 18th BioNLP Workshop and Shared Task, 2019, Page(s) 125-134
Éditeur: Association for Computational Linguistics
DOI: 10.18653/v1/w19-5014

Show Some Love to Your n-grams: A Bit of Progress and Stronger n-gram Language Modeling Baselines

Auteurs: Ehsan Shareghi, Daniela Gerz, Ivan Vulić, Anna Korhonen
Publié dans: Proceedings of the 2019 Conference of the North, 2019, Page(s) 4113-4118
Éditeur: Association for Computational Linguistics
DOI: 10.18653/v1/n19-1417

On the Relation between Linguistic Typology and (Limitations of) Multilingual Language Modeling

Auteurs: Daniela Gerz, Ivan Vulić, Edoardo Maria Ponti, Roi Reichart, Anna Korhonen
Publié dans: Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, 2018, Page(s) 316-327
Éditeur: Association for Computational Linguistics
DOI: 10.18653/v1/d18-1029

Bayesian learning for neural dependency parsing

Auteurs: Ehsan Shareghi, Yingzhen Li, Yi Zhu, Roi Reichart, Anna Korhonen
Publié dans: Proceedings of the 2019 Conference of the North, 2019, Page(s) 3509-3519
Éditeur: Association for Computational Linguistics
DOI: 10.18653/v1/n19-1354

How Good is Your Tokenizer? On the Monolingual Performance of Multilingual Language Models

Auteurs: Phillip Rust, Jonas Pfeiffer, Ivan Vulić, Sebastian Ruder, Iryna Gurevych
Publié dans: 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), 2021, Page(s) 3118-3135
Éditeur: Association for Computational Linguistics
DOI: 10.18653/v1/2021.acl-long.243

Are All Good Word Vector Spaces Isomorphic?

Auteurs: Ivan Vulić, Sebastian Ruder, Anders Søgaard
Publié dans: Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP), 2020, Page(s) 3178-3192
Éditeur: Association for Computational Linguistics
DOI: 10.18653/v1/2020.emnlp-main.257

MAD-X: An Adapter-Based Framework for Multi-Task Cross-Lingual Transfer

Auteurs: Jonas Pfeiffer, Ivan Vulić, Iryna Gurevych, Sebastian Ruder
Publié dans: Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP), 2020, Page(s) 7654-7673
Éditeur: Association for Computational Linguistics
DOI: 10.18653/v1/2020.emnlp-main.617

LexFit: Lexical Fine-Tuning of Pretrained Language Models

Auteurs: Ivan Vulić, Edoardo Maria Ponti, Anna Korhonen, Goran Glavaš
Publié dans: 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), 2021, Page(s) 5269-5283
Éditeur: Association for Computational Linguistics
DOI: 10.18653/v1/2021.acl-long.410

Towards Instance-Level Parser Selection for Cross-Lingual Transfer of Dependency Parsers

Auteurs: Robert Litschko, Ivan Vulić, Željko Agić, Goran Glavaš
Publié dans: Proceedings of the 28th International Conference on Computational Linguistics, 2020, Page(s) 3886-3898
Éditeur: International Committee on Computational Linguistics
DOI: 10.18653/v1/2020.coling-main.345

Emergent Communication Pretraining for Few-Shot Machine Translation

Auteurs: Li, Yaoyiran; Ponti, Edoardo M.; Vulić, Ivan; Korhonen, Anna
Publié dans: Proceedings of the 28th International Conference on Computational Linguistics (COLING 2020), Numéro 2, 2020, Page(s) 4716-4731
Éditeur: International Committee on Computational Linguistics
DOI: 10.17863/cam.62217

Probing Pretrained Language Models for Lexical Semantics

Auteurs: Ivan Vulić, Edoardo Maria Ponti, Robert Litschko, Goran Glavaš, Anna Korhonen
Publié dans: Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP), 2020, Page(s) 7222-7240
Éditeur: Association for Computational Linguistics
DOI: 10.18653/v1/2020.emnlp-main.586

RedditBias: A Real-World Resource for Bias Evaluation and Debiasing of Conversational Language Models

Auteurs: Soumya Barikeri, Anne Lauscher, Ivan Vulić, Goran Glavaš
Publié dans: 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), 2021, Page(s) 1941-1955
Éditeur: Association for Computational Linguistics
DOI: 10.18653/v1/2021.acl-long.151

A Closer Look at Few-Shot Crosslingual Transfer: The Choice of Shots Matters

Auteurs: Mengjie Zhao, Yi Zhu, Ehsan Shareghi, Ivan Vulić, Roi Reichart, Anna Korhonen, Hinrich Schütze
Publié dans: 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), 2021, Page(s) 5751-5767
Éditeur: Association for Computational Linguistics
DOI: 10.18653/v1/2021.acl-long.447

XHate-999: Analyzing and Detecting Abusive Language Across Domains and Languages

Auteurs: Goran Glavaš, Mladen Karan, Ivan Vulić
Publié dans: Proceedings of the 28th International Conference on Computational Linguistics, 2020, Page(s) 6350-6365
Éditeur: International Committee on Computational Linguistics
DOI: 10.18653/v1/2020.coling-main.559

Multi-SimLex: A Large-Scale Evaluation of Multilingual and Crosslingual Lexical Semantic Similarity

Auteurs: Ivan Vulić, Simon Baker, Edoardo Maria Ponti, Ulla Petti, Ira Leviant, Kelly Wing, Olga Majewska, Eden Bar, Matt Malone, Thierry Poibeau, Roi Reichart, Anna Korhonen
Publié dans: Computational Linguistics, Numéro 46/4, 2021, Page(s) 847-897, ISSN 0891-2017
Éditeur: MIT Press
DOI: 10.1162/coli_a_00391

Investigating the cross-lingual translatability of VerbNet-style classification

Auteurs: Olga Majewska, Ivan Vulić, Diana McCarthy, Yan Huang, Akira Murakami, Veronika Laippala, Anna Korhonen
Publié dans: Language Resources and Evaluation, 2017, ISSN 1574-020X
Éditeur: Springer Verlag
DOI: 10.1007/s10579-017-9403-x

HyperLex: A Large-Scale Evaluation of Graded Lexical Entailment

Auteurs: Ivan Vulić, Daniela Gerz, Douwe Kiela, Felix Hill, Anna Korhonen
Publié dans: Computational Linguistics, Numéro 43/4, 2017, Page(s) 781-835, ISSN 0891-2017
Éditeur: MIT Press
DOI: 10.1162/COLI_a_00301

Bio-SimVerb and Bio-SimLex: wide-coverage evaluation sets of word similarity in biomedicine

Auteurs: Billy Chiu, Sampo Pyysalo, Ivan Vulić, Anna Korhonen
Publié dans: BMC Bioinformatics, Numéro 19/1, 2018, ISSN 1471-2105
Éditeur: BioMed Central
DOI: 10.1186/s12859-018-2039-z

Semantic Specialization of Distributional Word Vector Spaces using Monolingual and Cross-Lingual Constraints

Auteurs: Nikola Mrkšić, Ivan Vulić, Diarmuid Ó Séaghdha, Roi Reichart, Ira Leviant, Milica Gašić, Anna Korhonen, and Steve Young
Publié dans: Transactions of the Association for Computational Linguistics, presented at EMNLP 2017, Numéro vol. 5, 2017, Page(s) 309-324, ISSN 2307-387X
Éditeur: Association for Computational Linguistics

Bilingual Distributed Word Representations from Document-Aligned Comparable Data

Auteurs: Ivan Vulić and Marie-Francine Moens
Publié dans: Journal of Artificial Intelligence Research, Numéro Volume 55, 2016, Page(s) 953-994, ISSN 1076-9757
Éditeur: Morgan Kaufmann Publishers, Inc.
DOI: 10.1613/jair.4986

Language Modeling for Morphologically Rich Languages: Character-Aware Modeling for Word-Level Prediction

Auteurs: Daniela Gerz, Ivan Vulić, Edoardo Ponti, Jason Naradowsky, Roi Reichart, Anna Korhonen
Publié dans: Transactions of the Association for Computational Linguistics, Numéro 6, 2018, Page(s) 451-465, ISSN 2307-387X
Éditeur: Transactions of the Association for Computational Linguistics (TACL)
DOI: 10.1162/tacl_a_00032

Modeling Language Variation and Universals: A Survey on Typological Linguistics for Natural Language Processing

Auteurs: Edoardo Maria Ponti, Helen O’Horan, Yevgeni Berzak, Ivan Vulić, Roi Reichart, Thierry Poibeau, Ekaterina Shutova, Anna Korhonen
Publié dans: Computational Linguistics, Numéro 45/3, 2019, Page(s) 559-601, ISSN 0891-2017
Éditeur: MIT Press
DOI: 10.1162/coli_a_00357

A neural classification method for supporting the creation of BioVerbNet

Auteurs: Billy Chiu, Olga Majewska, Sampo Pyysalo, Laura Wey, Ulla Stenius, Anna Korhonen, Martha Palmer
Publié dans: Journal of Biomedical Semantics, Numéro 10/1, 2019, ISSN 2041-1480
Éditeur: BioMed Central
DOI: 10.1186/s13326-018-0193-x

Parameter Space Factorization for Zero-Shot Learning across Tasks and Languages

Auteurs: Edoardo M. Ponti, Ivan Vulić, Ryan Cotterell, Marinela Parovic, Roi Reichart, Anna Korhonen
Publié dans: Transactions of the Association for Computational Linguistics, Numéro 9, 2021, Page(s) 410-428, ISSN 2307-387X
Éditeur: Association for Computational Linguistics
DOI: 10.1162/tacl_a_00374

Semantic Data Set Construction from Human Clustering and Spatial Arrangement

Auteurs: Olga Majewska, Diana McCarthy, Jasper J. F. van den Bosch, Nikolaus Kriegeskorte, Ivan Vulić, Anna Korhonen
Publié dans: Computational Linguistics, Numéro 47/1, 2021, Page(s) 69-116, ISSN 0891-2017
Éditeur: MIT Press
DOI: 10.1162/coli_a_00396

Evaluating Multilingual Text Encoders for Unsupervised Cross-Lingual Retrieval

Auteurs: Robert Litschko, Ivan Vulić, Simone Paolo Ponzetto, Goran Glavaš
Publié dans: Advances in Information Retrieval - 43rd European Conference on IR Research, ECIR 2021, Virtual Event, March 28 – April 1, 2021, Proceedings, Part I, Numéro 12656, 2021, Page(s) 342-358, ISBN 978-3-030-72112-1
Éditeur: Springer International Publishing
DOI: 10.1007/978-3-030-72113-8_23

Zero-Shot Language Transfer for Cross-Lingual Sentence Retrieval Using Bidirectional Attention Model

Auteurs: Goran Glavaš, Ivan Vulić
Publié dans: Advances in Information Retrieval - 41st European Conference on IR Research, ECIR 2019, Cologne, Germany, April 14–18, 2019, Proceedings, Part I, Numéro 11437, 2019, Page(s) 523-538, ISBN 978-3-030-15711-1
Éditeur: Springer International Publishing
DOI: 10.1007/978-3-030-15712-8_34

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