Jonas Pfeiffer

According to our database, Jonas Pfeiffer authored at least 46 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Deliberation in Latent Space via Differentiable Cache Augmentation.

Luyang Liu, Jonas Pfeiffer, Jiaxing Wu, Jun Xie, Arthur Szlam

CoRR, 2024

Towards Optimal Adapter Placement for Efficient Transfer Learning.

Aleksandra Irena Nowak, Otniel-Bogdan Mercea, Anurag Arnab, Jonas Pfeiffer, Yann N. Dauphin, Utku Evci

CoRR, 2024

Investigation of Variable Transformers Using Orthogonal Biasing.

Jonas Pfeiffer, Camilo Suarez Buitrago, Pierre Kuster, Hans Wouters, Wilmar Martinez, Jens Friebe, Michael Schmidhuber

IEEE Access, 2024

FUN with Fisher: Improving Generalization of Adapter-Based Cross-lingual Transfer with Scheduled Unfreezing.

Chen Liu, Jonas Pfeiffer, Ivan Vulic, Iryna Gurevych

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

M2QA: Multi-domain Multilingual Question Answering.

Leon Engländer, Hannah Sterz, Clifton Poth, Jonas Pfeiffer, Ilia Kuznetsov, Iryna Gurevych

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

2023

Modulare and Parameter-effiziente Fine-abstimmung von Sprachmodellen.

Jonas Pfeiffer

Proceedings of the Ausgezeichnete Informatikdissertationen 2023., 2023

Modular and Parameter-efficient Fine-tuning of Language Models.

Jonas Pfeiffer

PhD thesis, 2023

Modular Deep Learning.

Jonas Pfeiffer, Sebastian Ruder, Ivan Vulic, Edoardo M. Ponti

Trans. Mach. Learn. Res., 2023

Language and Task Arithmetic with Parameter-Efficient Layers for Zero-Shot Summarization.

Alexandra Chronopoulou, Jonas Pfeiffer, Joshua Maynez, Xinyi Wang, Sebastian Ruder, Priyanka Agrawal

CoRR, 2023

Improving Generalization of Adapter-Based Cross-lingual Transfer with Scheduled Unfreezing.

Chen Cecilia Liu, Jonas Pfeiffer, Ivan Vulic, Iryna Gurevych

CoRR, 2023

One does not fit all! On the Complementarity of Vision Encoders for Vision and Language Tasks.

Gregor Geigle, Chen Liu, Jonas Pfeiffer, Iryna Gurevych

Proceedings of the 8th Workshop on Representation Learning for NLP, 2023

Romanization-based Large-scale Adaptation of Multilingual Language Models.

Sukannya Purkayastha, Sebastian Ruder, Jonas Pfeiffer, Iryna Gurevych, Ivan Vulic

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Adapters: A Unified Library for Parameter-Efficient and Modular Transfer Learning.

Clifton Poth, Hannah Sterz, Indraneil Paul, Sukannya Purkayastha, Leon Engländer, Timo Imhof, Ivan Vulic, Sebastian Ruder, Iryna Gurevych, Jonas Pfeiffer

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

mmT5: Modular Multilingual Pre-Training Solves Source Language Hallucinations.

Jonas Pfeiffer, Francesco Piccinno, Massimo Nicosia, Xinyi Wang, Machel Reid, Sebastian Ruder

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

CompoundPiece: Evaluating and Improving Decompounding Performance of Language Models.

Benjamin Minixhofer, Jonas Pfeiffer, Ivan Vulic

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Delving Deeper into Cross-lingual Visual Question Answering.

Chen Liu, Jonas Pfeiffer, Anna Korhonen, Ivan Vulic, Iryna Gurevych

Proceedings of the Findings of the Association for Computational Linguistics: EACL 2023, 2023

Adapting Grounded Visual Question Answering Models to Low Resource Languages.

Ying Wang, Jonas Pfeiffer, Nicolas Carion, Yann LeCun, Aishwarya Kamath

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Where's the Point? Self-Supervised Multilingual Punctuation-Agnostic Sentence Segmentation.

Benjamin Minixhofer, Jonas Pfeiffer, Ivan Vulic

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022

Retrieve Fast, Rerank Smart: Cooperative and Joint Approaches for Improved Cross-Modal Retrieval.

Gregor Geigle, Jonas Pfeiffer, Nils Reimers, Ivan Vulic, Iryna Gurevych

Trans. Assoc. Comput. Linguistics, 2022

Lifting the Curse of Multilinguality by Pre-training Modular Transformers.

Jonas Pfeiffer, Naman Goyal, Xi Victoria Lin, Xian Li, James Cross, Sebastian Riedel, Mikel Artetxe

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

IGLUE: A Benchmark for Transfer Learning across Modalities, Tasks, and Languages.

Emanuele Bugliarello, Fangyu Liu, Jonas Pfeiffer, Siva Reddy, Desmond Elliott, Edoardo Maria Ponti, Ivan Vulic

Proceedings of the International Conference on Machine Learning, 2022

xGQA: Cross-Lingual Visual Question Answering.

Jonas Pfeiffer, Gregor Geigle, Aishwarya Kamath, Jan-Martin O. Steitz, Stefan Roth, Ivan Vulic, Iryna Gurevych

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

AdapterHub Playground: Simple and Flexible Few-Shot Learning with Adapters.

Tilman Beck, Bela Bohlender, Christina Viehmann, Vincent Hane, Yanik Adamson, Jaber Khuri, Jonas Brossmann, Jonas Pfeiffer, Iryna Gurevych

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics, 2022

UKP-SQUARE: An Online Platform for Question Answering Research.

Tim Baumgärtner, Kexin Wang, Rachneet Sachdeva, Gregor Geigle, Max Eichler, Clifton Poth, Hannah Sterz, Haritz Puerto, Leonardo F. R. Ribeiro, Jonas Pfeiffer, Nils Reimers, Gözde Gül Sahin, Iryna Gurevych

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics, 2022

2021

Review of Flux Interaction of Differently Aligned Magnetic Fields in Inductors and Transformers.

Jonas Pfeiffer, Pierre Kuster, Ilka E. M. Schulz, Jens Friebe, Peter Zacharias

IEEE Access, 2021

TUDa at WMT21: Sentence-Level Direct Assessment with Adapters.

Gregor Geigle, Jonas Stadtmüller, Wei Zhao, Jonas Pfeiffer, Steffen Eger

Proceedings of the Sixth Conference on Machine Translation, 2021

AdapterDrop: On the Efficiency of Adapters in Transformers.

Andreas Rücklé, Gregor Geigle, Max Glockner, Tilman Beck, Jonas Pfeiffer, Nils Reimers, Iryna Gurevych

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Smelting Gold and Silver for Improved Multilingual AMR-to-Text Generation.

Leonardo F. R. Ribeiro, Jonas Pfeiffer, Yue Zhang, Iryna Gurevych

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

What to Pre-Train on? Efficient Intermediate Task Selection.

Clifton Poth, Jonas Pfeiffer, Andreas Rücklé, Iryna Gurevych

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

UNKs Everywhere: Adapting Multilingual Language Models to New Scripts.

Jonas Pfeiffer, Ivan Vulic, Iryna Gurevych, Sebastian Ruder

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

MAD-G: Multilingual Adapter Generation for Efficient Cross-Lingual Transfer.

Alan Ansell, Edoardo Maria Ponti, Jonas Pfeiffer, Sebastian Ruder, Goran Glavas, Ivan Vulic, Anna Korhonen

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

AdapterFusion: Non-Destructive Task Composition for Transfer Learning.

Jonas Pfeiffer, Aishwarya Kamath, Andreas Rücklé, Kyunghyun Cho, Iryna Gurevych

Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021

TxT: Crossmodal End-to-End Learning with Transformers.

Jan-Martin O. Steitz, Jonas Pfeiffer, Iryna Gurevych, Stefan Roth

Proceedings of the Pattern Recognition - 43rd DAGM German Conference, DAGM GCPR 2021, Bonn, Germany, September 28, 2021

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

Phillip Rust, Jonas Pfeiffer, Ivan Vulic, Sebastian Ruder, Iryna Gurevych

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020

Low Resource Multi-Task Sequence Tagging - Revisiting Dynamic Conditional Random Fields.

Jonas Pfeiffer, Edwin Simpson, Iryna Gurevych

CoRR, 2020

Pre-Service Teachers' Diagnostic Argumentation: What is the Role of Conceptual Knowledge and Cross-Domain Epistemic Activities?

Elisabeth Bauer, Michael Sailer, Jan Kiesewetter, David Williamson Shaffer, Claudia Schulz, Jonas Pfeiffer, Iryna Gurevych, Martin R. Fischer, Frank Fischer

Proceedings of the Interdisciplinarity in the Learning Sciences: Proceedings of the 14th International Conference of the Learning Sciences, 2020

MultiCQA: Zero-Shot Transfer of Self-Supervised Text Matching Models on a Massive Scale.

Andreas Rücklé, Jonas Pfeiffer, Iryna Gurevych

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

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

Jonas Pfeiffer, Ivan Vulic, Iryna Gurevych, Sebastian Ruder

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

AdapterHub: A Framework for Adapting Transformers.

Jonas Pfeiffer, Andreas Rücklé, Clifton Poth, Aishwarya Kamath, Ivan Vulic, Sebastian Ruder, Kyunghyun Cho, Iryna Gurevych

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing: System Demonstrations, 2020

Low Resource Sequence Tagging with Weak Labels.

Edwin Simpson, Jonas Pfeiffer, Iryna Gurevych

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Fine-Tuned Neural Models for Propaganda Detection at the Sentence and Fragment levels.

Tariq Alhindi, Jonas Pfeiffer, Smaranda Muresan

CoRR, 2019

What do Deep Networks Like to Read?

Jonas Pfeiffer, Aishwarya Kamath, Iryna Gurevych, Sebastian Ruder

CoRR, 2019

Specializing Distributional Vectors of All Words for Lexical Entailment.

Aishwarya Kamath, Jonas Pfeiffer, Edoardo Maria Ponti, Goran Glavas, Ivan Vulic

Proceedings of the 4th Workshop on Representation Learning for NLP, 2019

Using ENA to Analyze Pre-service Teachers' Diagnostic Argumentations: A Conceptual Framework and Initial Applications.

Elisabeth Bauer, Michael Sailer, Jan Kiesewetter, Claudia Schulz, Jonas Pfeiffer, Iryna Gurevych, Martin R. Fischer, Frank Fischer

Proceedings of the Advances in Quantitative Ethnography - First International Conference, 2019

FAMULUS: Interactive Annotation and Feedback Generation for Teaching Diagnostic Reasoning.

Jonas Pfeiffer, Christian M. Meyer, Claudia Schulz, Jan Kiesewetter, Jan M. Zottmann, Michael Sailer, Elisabeth Bauer, Frank Fischer, Martin R. Fischer, Iryna Gurevych

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

2018

A Neural Autoencoder Approach for Document Ranking and Query Refinement in Pharmacogenomic Information Retrieval.

Jonas Pfeiffer, Samuel Broscheit, Rainer Gemulla, Mathias Göschl

Proceedings of the BioNLP 2018 workshop, Melbourne, Australia, July 19, 2018, 2018