2024

Liu, Chen ; Pfeiffer, Jonas ; Vulić, Ivan ; Gurevych, Iryna (2024)
FUN with Fisher: Improving Generalization of Adapter-Based Cross-lingual Transfer with Scheduled Unfreezing.
2024 Conference of the North American Chapter of the Association for Computational Linguistics. Mexico City, Mexico (17-21.06.2024)
Konferenzveröffentlichung, Bibliographie

2023

Poth, Clifton ; Sterz, Hannah ; Paul, Indraneil ; Purkayastha, Sukannya ; Englander, Leon ; Imhof, Timo ; Vulić, Ivan ; Ruder, Sebastian ; Gurevych, Iryna ; Pfeiffer, Jonas (2023)
Adapters: A Unified Library for Parameter-Efficient and Modular Transfer Learning.
2023 Conference on Empirical Methods in Natural Language Processing: System Demonstrations. Singapore (06.12.2023-10.12.2023)
doi: 10.18653/v1/2023.emnlp-demo.13
Konferenzveröffentlichung, Bibliographie

Purkayastha, Sukannya ; Ruder, Sebastian ; Pfeiffer, Jonas ; Gurevych, Iryna ; Vulić, Ivan (2023)
Romanization-based Large-scale Adaptation of Multilingual Language Models.
2023 Conference on Empirical Methods in Natural Language Processing. Singapore (06.12.2023-10.12.2023)
doi: 10.18653/v1/2023.findings-emnlp.538
Konferenzveröffentlichung, Bibliographie

2022

Bugliarello, Emanuele ; Liu, Fangyu ; Pfeiffer, Jonas ; Reddy, Siva ; Elliott, Desmond ; Ponti, Edoardo M. ; Vulić, Ivan
Hrsg.: Chaudhuri, Kamalika ; Jegelka, Stefanie ; Song, Le ; Szepesvari, Csaba ; Niu, Gang ; Sabato, Sivan ; University of Copenhagen, Mila – Quebec Artificial Intelligence Institute, University of Cambridge, TU Darmstadt, New York University, McGill University (2022)
IGLUE: A Benchmark for Transfer Learning across Modalities, Tasks, and Languages.
The 39th International Conference on Machine Learning. Baltimore, Maryland USA (17.07.2022-23.07.2022)
Konferenzveröffentlichung, Bibliographie

Pfeiffer, Jonas ; Geigle, Gregor ; Kamath, Aishwarya ; Steitz, Jan-Martin ; Roth, Stefan ; Vulić, Ivan ; Gurevych, Iryna (2022)
xGQA: Cross-Lingual Visual Question Answering.
60th Annual Meeting of the Association for Computational Linguistics. Dublin, Ireland (22.05.2022-27.05.2022)
Konferenzveröffentlichung, Bibliographie

Geigle, Gregor ; Pfeiffer, Jonas ; Reimers, Nils ; Vulić, Ivan ; Gurevych, Iryna (2022)
Retrieve Fast, Rerank Smart: Cooperative and Joint Approaches for Improved Cross-Modal Retrieval.
In: Transactions of the Association for Computational Linguistics, 10
doi: 10.1162/tacl_a_00473
Artikel, Bibliographie

2021

Ansell, Alan ; Edoardo, Maria Ponti ; Pfeiffer, Jonas ; Ruder, Sebastian ; Glavaš, Goran ; Vulić, Ivan ; Korhonen, Anna (2021)
MAD-G: Multilingual Adapter Generation for Efficient Cross-Lingual Transfer.
Conference on Empirical Methods in Natural Language Processing (EMNLP 2021). Punta Cana, Dominican Republic (07.11.2021-11.11.2021)
Konferenzveröffentlichung, Bibliographie

Pfeiffer, Jonas ; Vulić, Ivan ; Gurevych, Iryna ; Ruder, Sebastian (2021)
UNKs Everywhere: Adapting Multilingual Language Models to New Scripts.
The 2021 Conference on Empirical Methods in Natural Language Processing. virtual Conference and Punta Cana, Dominican Republic (07.11.2021-11.11.2021)
Konferenzveröffentlichung, Bibliographie

Rust, Phillip ; Pfeiffer, Jonas ; Vulić, Ivan ; Ruder, Sebastian ; Gurevych, Iryna (2021)
How Good is Your Tokenizer? On the Monolingual Performance of Multilingual Language Models.
59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP 2021). virtual Conference (01.08.2021-06.08.2021)
Konferenzveröffentlichung, Bibliographie

2020

Pfeiffer, Jonas ; Rücklé, Andreas ; Poth, Clifton ; Kamath, Aishwarya ; Vulić, Ivan ; Ruder, Sebastian ; Cho, Kyunghyun ; Gurevych, Iryna (2020)
AdapterHub: A Framework for Adapting Transformers.
EMNLP 2020 : Conference on Empirical Methods in Natural Language Processing. virtual Conference (16.11.2020-20.11.2020)
doi: 10.18653/v1/2020.emnlp-demos.7
Konferenzveröffentlichung, Bibliographie

Pfeiffer, Jonas ; Vulić, Ivan ; Gurevych, Iryna ; Ruder, Sebastian (2020)
MAD-X: An Adapter-based Framework for Multi-task Cross-lingual Transfer.
2020 Conference on Empirical Methods in Natural Language Processing. virtual Conference (16.11.2020-20.11.2020)
doi: 10.18653/v1/2020.emnlp-main.617
Konferenzveröffentlichung, Bibliographie

2019

Kamath, Aishwarya ; Pfeiffer, Jonas ; Ponti, Edoardo M. ; Glavaš, Goran ; Vulić, Ivan (2019)
Specializing Distributional Vectors of All Words for Lexical Entailment.
The 4th Workshop on Repl4NLP 2019. Florence, Italy (02.08.2019-02.08.2019)
Konferenzveröffentlichung, Bibliographie