2024

Englander, Leon ; Sterz, Hannah ; Poth, Clifton ; Pfeiffer, Jonas ; Kuznetsov, Ilia ; Gurevych, Iryna (2024)
M2QA: Multi-domain Multilingual Question Answering.
29th Conference on Empirical Methods in Natural Language Processing. Miami, USA (12.11.2024 - 16.11.2024)
Konferenzveröffentlichung, Bibliographie

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

Pfeiffer, Jonas (2023)
Modular and Parameter-efficient Fine-tuning of Language Models.
Technische Universität Darmstadt
doi: 10.26083/tuprints-00024565
Dissertation, Erstveröffentlichung, Verlagsversion

Geigle, Gregor ; Liu, Chen ; Pfeiffer, Jonas ; Gurevych, Iryna (2023)
One does not fit all! On the Complementarity of Vision Encoders for Vision and Language Tasks.
Konferenzveröffentlichung, Bibliographie

Liu, Chen ; Pfeiffer, Jonas ; Korhonen, Anna ; Vulic, Ivan ; Gurevych, Iryna (2023)
Delving Deeper into Cross-lingual Visual Question Answering.
17th Conference of the European Chapter of the Association for Computational Linguistics. Dubrovnik, Croatia (02.05.2023-06.05.2023)
doi: 10.18653/v1/2023.findings-eacl.186
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 ; Goyal, Naman ; Lin, Xi ; Li, Xian ; Cross, James ; Riedel, Sebastian ; Artetxe, Mikel (2022)
Lifting the Curse of Multilinguality by Pre-training Modular Transformers.
2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies. Seattle, USA (10.07.2022-15.07.2022)
Konferenzveröffentlichung, Bibliographie

Beck, Tilman ; Bohlender, Bela ; Viehmann, Christina ; Hane, Vincent ; Adamson, Yanik ; Khuri, Jaber ; Brossmann, Jonas ; Pfeiffer, Jonas ; Gurevych, Iryna (2022)
AdapterHub Playground: Simple and Flexible Few-Shot Learning with Adapters.
60th Annual Meeting of the Association for Computational Linguistics. Dublin, Ireland (22.05.2022-27.05.2022)
Konferenzveröffentlichung, Bibliographie

Baumgärtner, Tim ; Wang, Kexin ; Sachdeva, Rachneet ; Geigle, Gregor ; Eichler, Max ; Poth, Clifton ; Sterz, Hannah ; Puerto, Haritz ; Ribeiro, Leonardo F. R. ; Pfeiffer, Jonas ; Reimers, Nils ; Şahin, Gözde Gül ; Gurevych, Iryna (2022)
UKP-SQUARE: An Online Platform for Question Answering Research.
60th Annual Meeting of the Association for Computational Linguistics. Dublin, Ireland (22.05.2022-27.05.2022)
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

Steitz, Jan-Martin O. ; Pfeiffer, Jonas ; Gurevych, Iryna ; Roth, Stefan (2021)
TxT: Crossmodal End-to-End Learning with Transformers.
43rd DAGM German Conference on Pattern Recognition 2021. virtual Conference (28.09.2021-01.10.2021)
doi: 10.1007/978-3-030-92659-5_26
Konferenzveröffentlichung, Bibliographie

Ribeiro, Leonardo F. R. ; Pfeiffer, Jonas ; Zhang, Yue ; Gurevych, Iryna (2021)
Smelting Gold and Silver for Improved Multilingual AMR-to-Text Generation.
2021 Conference on Empirical Methods in Natural Language Processing. virtual Conference and Punta Cana, Dominican Republic (07.11.2021-11.11.2021)
Konferenzveröffentlichung, Bibliographie

Rücklé, Andreas ; Geigle, Gregor ; Glockner, Max ; Beck, Tilman ; Pfeiffer, Jonas ; Reimers, Nils ; Gurevych, Iryna (2021)
AdapterDrop: On the Efficiency of Adapters in Transformers.
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

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

Poth, Clifton ; Pfeiffer, Jonas ; Rücklé, Andreas ; Gurevych, Iryna (2021)
What to Pre-Train on? Efficient Intermediate Task Selection.
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

Pfeiffer, Jonas ; Kamath, Aishwarya ; Rücklé, Andreas ; Cho, Kyunghyun ; Gurevych, Iryna (2021)
AdapterFusion: Non-Destructive Task Composition for Transfer Learning.
16th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2021). virtual conference (19.04.2021-23.04.2021)
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

Rücklé, Andreas ; Pfeiffer, Jonas ; Gurevych, Iryna (2020)
MultiCQA: Zero-Shot Transfer of Self-Supervised Text Matching Models on a Massive Scale.
2020 Conference on Empirical Methods in Natural Language Processing. virtual Conference (16.11.2020-20.11.2020)
doi: 10.18653/v1/2020.emnlp-main.194
Konferenzveröffentlichung, Bibliographie

Bauer, Elisabeth ; Sailer, Michael ; Kiesewetter, Jan ; Shaffer, David Williamson ; Schulz, Claudia ; Pfeiffer, Jonas ; Gurevych, Iryna ; Fischer, Martin R. ; Fischer, Frank (2020)
Pre-Service Teachers’ Diagnostic Argumentation: What is the Role of Conceptual Knowledge and Cross-Domain Epistemic Activities?
14th International Conference of the Learning Sciences. Virtual Conference (19.06.2020-23.06.2020)
Konferenzveröffentlichung, Bibliographie

Pfeiffer, Jonas ; Simpson, Edwin ; Gurevych, Iryna (2020)
Low Resource Multi-Task Sequence Tagging - Revisiting Dynamic Conditional Random Fields.
doi: 10.48550/arXiv.2005.00250
Report, Bibliographie

Simpson, Edwin ; Pfeiffer, Jonas ; Gurevych, Iryna (2020)
Low Resource Sequence Tagging with Weak Labels.
34th AAAI Conference on Artificial Intelligence (AAAI 2020). New York, USA (07.02.2020-12.02.2020)
doi: 10.1609/aaai.v34i05.6415
Konferenzveröffentlichung, Bibliographie

2019

Bauer, Elisabeth ; Sailer, Michael ; Kiesewetter, Jan ; Schulz, Claudia ; Pfeiffer, Jonas ; Gurevych, Iryna ; Fischer, Martin R. ; Fischer, Frank (2019)
Using ENA to Analyze Pre-service Teachers' Diagnostic Argumentations: A Conceptual Framework and Initial Applications.
1st International Conference on Quantitative Ethnography (ICQE 2019). Madison, USA (20.10.2019-22.10.2019)
doi: 10.1007/978-3-030-33232-7_2
Konferenzveröffentlichung, Bibliographie

Alhindi, Tariq ; Pfeiffer, Jonas ; Muresan, Smaranda (2019)
Fine-Tuned Neural Models for Propaganda Detection at the Sentence and Fragment levels.
EMNLP-IJCNLP 2019. Hong Kong, China (03.11.2019-07.11.2019)
Konferenzveröffentlichung, Bibliographie

Kamath, Aishwarya ; Pfeiffer, Jonas (2019)
Multi-Modal Embeddings for Common Sense Reasoning.
In: EurNLP Summit Abstracts
Artikel, Bibliographie

Pfeiffer, Jonas ; Kamath, Aishwarya ; Gurevych, Iryna ; Ruder, Sebastian (2019)
What do Deep Networks Like to Read?
doi: 10.48550/arXiv.1909.04547
Report, Bibliographie

Pfeiffer, Jonas ; Meyer, Christian M. ; Schulz, Claudia ; Kiesewetter, Jan ; Zottmann, Jan ; Sailer, Michael ; Bauer, Elisabeth ; Fischer, Frank ; Fischer, Martin R. ; Gurevych, Iryna (2019)
FAMULUS: Interactive Annotation and Feedback Generation for Teaching Diagnostic Reasoning.
The 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP): System Demonstrations. Hong Kong, China (03.11.2019-07.11.2019)
doi: 10.18653/v1/D19-3013
Konferenzveröffentlichung, Bibliographie

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

2018

Pfeiffer, Jonas ; Broscheit, Samuel ; Gemulla, Rainer ; Göschl, Mathias (2018)
A Neural Autoencoder Approach for Document Ranking and Query Refinement in Pharmacogenomic Information Retrieval.
Proceedings of the BioNLP 2018 workshop. Melbourne, Australia
Konferenzveröffentlichung, Bibliographie