Jonas Pfeiffer

77 papers A* 4A 1Journal 40Unranked 30
YearRankTypeTitle / Venue / Authors
2026 J jnl
LoRA-Squeeze: Simple and Effective Post-Tuning and In-Tuning Compression of LoRA Modules.
CoRR
Ivan Vulic, Adam Grycner, Quentin de Laroussilhe, Jonas Pfeiffer
2025 J jnl
DARE: Diverse Visual Question Answering with Robustness Evaluation.
Trans. Assoc. Comput. Linguistics
Hannah Sterz, Jonas Pfeiffer, Ivan Vulic
2025 A* conf
Deliberation in Latent Space via Differentiable Cache Augmentation.
ICML
Luyang Liu, Jonas Pfeiffer, Jiaxing Wu, Jun Xie, Arthur Szlam
2024 J jnl
DARE: Diverse Visual Question Answering with Robustness Evaluation.
CoRR
Hannah Sterz, Jonas Pfeiffer, Ivan Vulic
2024 J jnl
Deliberation in Latent Space via Differentiable Cache Augmentation.
CoRR
Luyang Liu, Jonas Pfeiffer, Jiaxing Wu, Jun Xie, Arthur Szlam
2024 — conf
FUN with Fisher: Improving Generalization of Adapter-Based Cross-lingual Transfer with Scheduled Unfreezing.
NAACL-HLT
Chen Liu, Jonas Pfeiffer, Ivan Vulic, Iryna Gurevych
2024 J jnl
Investigation of Variable Transformers Using Orthogonal Biasing.
IEEE Access
Jonas Pfeiffer, Camilo Suarez Buitrago, Pierre Kuster, Hans Wouters, Wilmar Martinez, Jens Friebe, Michael Schmidhuber
2024 — conf
M2QA: Multi-domain Multilingual Question Answering.
EMNLP (Findings)
Leon Engländer, Hannah Sterz, Clifton Poth, Jonas Pfeiffer, Ilia Kuznetsov, Iryna Gurevych
2024 J jnl
M2QA: Multi-domain Multilingual Question Answering.
CoRR
Leon Engländer, Hannah Sterz, Clifton Poth, Jonas Pfeiffer, Ilia Kuznetsov, Iryna Gurevych
2024 J jnl
Towards Optimal Adapter Placement for Efficient Transfer Learning.
CoRR
Aleksandra Irena Nowak, Otniel-Bogdan Mercea, Anurag Arnab, Jonas Pfeiffer, Yann N. Dauphin, Utku Evci
2023 — conf
Adapters: A Unified Library for Parameter-Efficient and Modular Transfer Learning.
EMNLP (Demos)
Clifton Poth, Hannah Sterz, Indraneil Paul, Sukannya Purkayastha, Leon Engländer, Timo Imhof, Ivan Vulic, Sebastian Ruder, Iryna Gurevych, Jonas Pfeiffer
2023 J jnl
Adapters: A Unified Library for Parameter-Efficient and Modular Transfer Learning.
CoRR
Clifton Poth, Hannah Sterz, Indraneil Paul, Sukannya Purkayastha, Leon Engländer, Timo Imhof, Ivan Vulic, Sebastian Ruder, Iryna Gurevych, Jonas Pfeiffer
2023 — conf
Adapting Grounded Visual Question Answering Models to Low Resource Languages.
CVPR Workshops
Ying Wang, Jonas Pfeiffer, Nicolas Carion, Yann LeCun, Aishwarya Kamath
2023 A* conf
CompoundPiece: Evaluating and Improving Decompounding Performance of Language Models.
EMNLP
Benjamin Minixhofer, Jonas Pfeiffer, Ivan Vulic
2023 J jnl
CompoundPiece: Evaluating and Improving Decompounding Performance of Language Models.
CoRR
Benjamin Minixhofer, Jonas Pfeiffer, Ivan Vulic
2023 — conf
Delving Deeper into Cross-lingual Visual Question Answering.
EACL (Findings)
Chen Liu, Jonas Pfeiffer, Anna Korhonen, Ivan Vulic, Iryna Gurevych
2023 J jnl
Improving Generalization of Adapter-Based Cross-lingual Transfer with Scheduled Unfreezing.
CoRR
Chen Cecilia Liu, Jonas Pfeiffer, Ivan Vulic, Iryna Gurevych
2023 J jnl
Language and Task Arithmetic with Parameter-Efficient Layers for Zero-Shot Summarization.
CoRR
Alexandra Chronopoulou, Jonas Pfeiffer, Joshua Maynez, Xinyi Wang, Sebastian Ruder, Priyanka Agrawal
2023 J jnl
Modular Deep Learning.
CoRR
Jonas Pfeiffer, Sebastian Ruder, Ivan Vulic, Edoardo Maria Ponti
2023 J jnl
Modular Deep Learning.
Trans. Mach. Learn. Res.
Jonas Pfeiffer, Sebastian Ruder, Ivan Vulic, Edoardo M. Ponti
2023 — —
Modular and Parameter-efficient Fine-tuning of Language Models.
Jonas Pfeiffer
2023 — ch.
Modulare and Parameter-effiziente Fine-abstimmung von Sprachmodellen.
Ausgezeichnete Informatikdissertationen
Jonas Pfeiffer
2023 — conf
One does not fit all! On the Complementarity of Vision Encoders for Vision and Language Tasks.
RepL4NLP@ACL
Gregor Geigle, Chen Liu, Jonas Pfeiffer, Iryna Gurevych
2023 — conf
Romanization-based Large-scale Adaptation of Multilingual Language Models.
EMNLP (Findings)
Sukannya Purkayastha, Sebastian Ruder, Jonas Pfeiffer, Iryna Gurevych, Ivan Vulic
2023 J jnl
Romanization-based Large-scale Adaptation of Multilingual Language Models.
CoRR
Sukannya Purkayastha, Sebastian Ruder, Jonas Pfeiffer, Iryna Gurevych, Ivan Vulic
2023 — conf
Where's the Point? Self-Supervised Multilingual Punctuation-Agnostic Sentence Segmentation.
ACL (1)
Benjamin Minixhofer, Jonas Pfeiffer, Ivan Vulic
2023 J jnl
Where's the Point? Self-Supervised Multilingual Punctuation-Agnostic Sentence Segmentation.
CoRR
Benjamin Minixhofer, Jonas Pfeiffer, Ivan Vulic
2023 — conf
mmT5: Modular Multilingual Pre-Training Solves Source Language Hallucinations.
EMNLP (Findings)
Jonas Pfeiffer, Francesco Piccinno, Massimo Nicosia, Xinyi Wang, Machel Reid, Sebastian Ruder
2023 J jnl
mmT5: Modular Multilingual Pre-Training Solves Source Language Hallucinations.
CoRR
Jonas Pfeiffer, Francesco Piccinno, Massimo Nicosia, Xinyi Wang, Machel Reid, Sebastian Ruder
2022 — conf
AdapterHub Playground: Simple and Flexible Few-Shot Learning with Adapters.
ACL (demo)
Tilman Beck, Bela Bohlender, Christina Viehmann, Vincent Hane, Yanik Adamson, Jaber Khuri, Jonas Brossmann, Jonas Pfeiffer, Iryna Gurevych
2022 J jnl
Delving Deeper into Cross-lingual Visual Question Answering.
CoRR
Chen Liu, Jonas Pfeiffer, Anna Korhonen, Ivan Vulic, Iryna Gurevych
2022 A* conf
IGLUE: A Benchmark for Transfer Learning across Modalities, Tasks, and Languages.
ICML
Emanuele Bugliarello, Fangyu Liu, Jonas Pfeiffer, Siva Reddy, Desmond Elliott, Edoardo Maria Ponti, Ivan Vulic
2022 J jnl
IGLUE: A Benchmark for Transfer Learning across Modalities, Tasks, and Languages.
CoRR
Emanuele Bugliarello, Fangyu Liu, Jonas Pfeiffer, Siva Reddy, Desmond Elliott, Edoardo Maria Ponti, Ivan Vulic
2022 — conf
Lifting the Curse of Multilinguality by Pre-training Modular Transformers.
NAACL-HLT
Jonas Pfeiffer, Naman Goyal, Xi Victoria Lin, Xian Li, James Cross, Sebastian Riedel, Mikel Artetxe
2022 J jnl
Lifting the Curse of Multilinguality by Pre-training Modular Transformers.
CoRR
Jonas Pfeiffer, Naman Goyal, Xi Victoria Lin, Xian Li, James Cross, Sebastian Riedel, Mikel Artetxe
2022 — conf
Modular and Parameter-Efficient Fine-Tuning for NLP Models.
EMNLP (Tutorial Abstracts)
Sebastian Ruder, Jonas Pfeiffer, Ivan Vulic
2022 J jnl
One does not fit all! On the Complementarity of Vision Encoders for Vision and Language Tasks.
CoRR
Gregor Geigle, Chen Liu, Jonas Pfeiffer, Iryna Gurevych
2022 J jnl
Retrieve Fast, Rerank Smart: Cooperative and Joint Approaches for Improved Cross-Modal Retrieval.
Trans. Assoc. Comput. Linguistics
Gregor Geigle, Jonas Pfeiffer, Nils Reimers, Ivan Vulic, Iryna Gurevych
2022 — conf
UKP-SQUARE: An Online Platform for Question Answering Research.
ACL (demo)
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
2022 J jnl
UKP-SQUARE: An Online Platform for Question Answering Research.
CoRR
Tim Baumgärtner, Kexin Wang, Rachneet Sachdeva, Max Eichler, Gregor Geigle, Clifton Poth, Hannah Sterz, Haritz Puerto, Leonardo F. R. Ribeiro, Jonas Pfeiffer, Nils Reimers, Gözde Gül Sahin, Iryna Gurevych
2022 — conf
xGQA: Cross-Lingual Visual Question Answering.
ACL (Findings)
Jonas Pfeiffer, Gregor Geigle, Aishwarya Kamath, Jan-Martin O. Steitz, Stefan Roth, Ivan Vulic, Iryna Gurevych
2021 — conf
AdapterDrop: On the Efficiency of Adapters in Transformers.
EMNLP (1)
Andreas Rücklé, Gregor Geigle, Max Glockner, Tilman Beck, Jonas Pfeiffer, Nils Reimers, Iryna Gurevych
2021 A conf
AdapterFusion: Non-Destructive Task Composition for Transfer Learning.
EACL
Jonas Pfeiffer, Aishwarya Kamath, Andreas Rücklé, Kyunghyun Cho, Iryna Gurevych
2021 J jnl
AdapterHub Playground: Simple and Flexible Few-Shot Learning with Adapters.
CoRR
Tilman Beck, Bela Bohlender, Christina Viehmann, Vincent Hane, Yanik Adamson, Jaber Khuri, Jonas Brossmann, Jonas Pfeiffer, Iryna Gurevych
2021 — conf
How Good is Your Tokenizer? On the Monolingual Performance of Multilingual Language Models.
ACL/IJCNLP (1)
Phillip Rust, Jonas Pfeiffer, Ivan Vulic, Sebastian Ruder, Iryna Gurevych
2021 — conf
MAD-G: Multilingual Adapter Generation for Efficient Cross-Lingual Transfer.
EMNLP (Findings)
Alan Ansell, Edoardo Maria Ponti, Jonas Pfeiffer, Sebastian Ruder, Goran Glavas, Ivan Vulic, Anna Korhonen
2021 J jnl
Retrieve Fast, Rerank Smart: Cooperative and Joint Approaches for Improved Cross-Modal Retrieval.
CoRR
Gregor Geigle, Jonas Pfeiffer, Nils Reimers, Ivan Vulic, Iryna Gurevych
2021 J jnl
Review of Flux Interaction of Differently Aligned Magnetic Fields in Inductors and Transformers.
IEEE Access
Jonas Pfeiffer, Pierre Kuster, Ilka E. M. Schulz, Jens Friebe, Peter Zacharias
2021 — conf
Smelting Gold and Silver for Improved Multilingual AMR-to-Text Generation.
EMNLP (1)
Leonardo F. R. Ribeiro, Jonas Pfeiffer, Yue Zhang, Iryna Gurevych
2021 J jnl
Smelting Gold and Silver for Improved Multilingual AMR-to-Text Generation.
CoRR
Leonardo F. R. Ribeiro, Jonas Pfeiffer, Yue Zhang, Iryna Gurevych
2021 — conf
TUDa at WMT21: Sentence-Level Direct Assessment with Adapters.
WMT@EMNLP
Gregor Geigle, Jonas Stadtmüller, Wei Zhao, Jonas Pfeiffer, Steffen Eger
2021 — conf
TxT: Crossmodal End-to-End Learning with Transformers.
GCPR
Jan-Martin O. Steitz, Jonas Pfeiffer, Iryna Gurevych, Stefan Roth
2021 J jnl
TxT: Crossmodal End-to-End Learning with Transformers.
CoRR
Jan-Martin O. Steitz, Jonas Pfeiffer, Iryna Gurevych, Stefan Roth
2021 — conf
UNKs Everywhere: Adapting Multilingual Language Models to New Scripts.
EMNLP (1)
Jonas Pfeiffer, Ivan Vulic, Iryna Gurevych, Sebastian Ruder
2021 — conf
What to Pre-Train on? Efficient Intermediate Task Selection.
EMNLP (1)
Clifton Poth, Jonas Pfeiffer, Andreas Rücklé, Iryna Gurevych
2021 J jnl
What to Pre-Train on? Efficient Intermediate Task Selection.
CoRR
Clifton Poth, Jonas Pfeiffer, Andreas Rücklé, Iryna Gurevych
2021 J jnl
xGQA: Cross-Lingual Visual Question Answering.
CoRR
Jonas Pfeiffer, Gregor Geigle, Aishwarya Kamath, Jan-Martin O. Steitz, Stefan Roth, Ivan Vulic, Iryna Gurevych
2020 J jnl
AdapterDrop: On the Efficiency of Adapters in Transformers.
CoRR
Andreas Rücklé, Gregor Geigle, Max Glockner, Tilman Beck, Jonas Pfeiffer, Nils Reimers, Iryna Gurevych
2020 J jnl
AdapterFusion: Non-Destructive Task Composition for Transfer Learning.
CoRR
Jonas Pfeiffer, Aishwarya Kamath, Andreas Rücklé, Kyunghyun Cho, Iryna Gurevych
2020 — conf
AdapterHub: A Framework for Adapting Transformers.
EMNLP (Demos)
Jonas Pfeiffer, Andreas Rücklé, Clifton Poth, Aishwarya Kamath, Ivan Vulic, Sebastian Ruder, Kyunghyun Cho, Iryna Gurevych
2020 J jnl
AdapterHub: A Framework for Adapting Transformers.
CoRR
Jonas Pfeiffer, Andreas Rücklé, Clifton Poth, Aishwarya Kamath, Ivan Vulic, Sebastian Ruder, Kyunghyun Cho, Iryna Gurevych
2020 J jnl
How Good is Your Tokenizer? On the Monolingual Performance of Multilingual Language Models.
CoRR
Phillip Rust, Jonas Pfeiffer, Ivan Vulic, Sebastian Ruder, Iryna Gurevych
2020 J jnl
Low Resource Multi-Task Sequence Tagging - Revisiting Dynamic Conditional Random Fields.
CoRR
Jonas Pfeiffer, Edwin Simpson, Iryna Gurevych
2020 A* conf
Low Resource Sequence Tagging with Weak Labels.
AAAI
Edwin Simpson, Jonas Pfeiffer, Iryna Gurevych
2020 — conf
MAD-X: An Adapter-Based Framework for Multi-Task Cross-Lingual Transfer.
EMNLP (1)
Jonas Pfeiffer, Ivan Vulic, Iryna Gurevych, Sebastian Ruder
2020 J jnl
MAD-X: An Adapter-based Framework for Multi-task Cross-lingual Transfer.
CoRR
Jonas Pfeiffer, Ivan Vulic, Iryna Gurevych, Sebastian Ruder
2020 — conf
MultiCQA: Zero-Shot Transfer of Self-Supervised Text Matching Models on a Massive Scale.
EMNLP (1)
Andreas Rücklé, Jonas Pfeiffer, Iryna Gurevych
2020 J jnl
MultiCQA: Zero-Shot Transfer of Self-Supervised Text Matching Models on a Massive Scale.
CoRR
Andreas Rücklé, Jonas Pfeiffer, Iryna Gurevych
2020 — conf
Pre-Service Teachers' Diagnostic Argumentation: What is the Role of Conceptual Knowledge and Cross-Domain Epistemic Activities?
ICLS
Elisabeth Bauer, Michael Sailer, Jan Kiesewetter, David Williamson Shaffer, Claudia Schulz, Jonas Pfeiffer, Iryna Gurevych, Martin R. Fischer, Frank Fischer
2020 J jnl
UNKs Everywhere: Adapting Multilingual Language Models to New Scripts.
CoRR
Jonas Pfeiffer, Ivan Vulic, Iryna Gurevych, Sebastian Ruder
2019 — conf
FAMULUS: Interactive Annotation and Feedback Generation for Teaching Diagnostic Reasoning.
EMNLP/IJCNLP (3)
Jonas Pfeiffer, Christian M. Meyer, Claudia Schulz, Jan Kiesewetter, Jan M. Zottmann, Michael Sailer, Elisabeth Bauer, Frank Fischer, Martin R. Fischer, Iryna Gurevych
2019 J jnl
FAMULUS: Interactive Annotation and Feedback Generation for Teaching Diagnostic Reasoning.
CoRR
Jonas Pfeiffer, Christian M. Meyer, Claudia Schulz, Jan Kiesewetter, Jan M. Zottmann, Michael Sailer, Elisabeth Bauer, Frank Fischer, Martin R. Fischer, Iryna Gurevych
2019 J jnl
Fine-Tuned Neural Models for Propaganda Detection at the Sentence and Fragment levels.
CoRR
Tariq Alhindi, Jonas Pfeiffer, Smaranda Muresan
2019 — conf
Specializing Distributional Vectors of All Words for Lexical Entailment.
RepL4NLP@ACL
Aishwarya Kamath, Jonas Pfeiffer, Edoardo Maria Ponti, Goran Glavas, Ivan Vulic
2019 — conf
Using ENA to Analyze Pre-service Teachers' Diagnostic Argumentations: A Conceptual Framework and Initial Applications.
ICQE
Elisabeth Bauer, Michael Sailer, Jan Kiesewetter, Claudia Schulz, Jonas Pfeiffer, Iryna Gurevych, Martin R. Fischer, Frank Fischer
2019 J jnl
What do Deep Networks Like to Read?
CoRR
Jonas Pfeiffer, Aishwarya Kamath, Iryna Gurevych, Sebastian Ruder
2018 — conf
A Neural Autoencoder Approach for Document Ranking and Query Refinement in Pharmacogenomic Information Retrieval.
BioNLP
Jonas Pfeiffer, Samuel Broscheit, Rainer Gemulla, Mathias Göschl