Jonas Pfeiffer

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 66

Top Topics

Source Language

Question Answering

Top Venues

EMNLP (Findings)

Publications

Leon Engländer, Hannah Sterz, Clifton Poth, Jonas Pfeiffer, Ilia Kuznetsov, Iryna Gurevych
M2QA: Multi-domain Multilingual Question Answering. CoRR (2024)
Chen Liu, Jonas Pfeiffer, Ivan Vulic, Iryna Gurevych
FUN with Fisher: Improving Generalization of Adapter-Based Cross-lingual Transfer with Scheduled Unfreezing. NAACL-HLT (2024)
Benjamin Minixhofer, Jonas Pfeiffer, Ivan Vulic
Where's the Point? Self-Supervised Multilingual Punctuation-Agnostic Sentence Segmentation. ACL (1) (2023)
Jonas Pfeiffer, Francesco Piccinno, Massimo Nicosia, Xinyi Wang, Machel Reid, Sebastian Ruder
mmT5: Modular Multilingual Pre-Training Solves Source Language Hallucinations. CoRR (2023)
Jonas Pfeiffer, Sebastian Ruder, Ivan Vulic, Edoardo M. Ponti
Modular Deep Learning. Trans. Mach. Learn. Res. 2023 (2023)
Benjamin Minixhofer, Jonas Pfeiffer, Ivan Vulic
CompoundPiece: Evaluating and Improving Decompounding Performance of Language Models. EMNLP (2023)
Chen Liu, Jonas Pfeiffer, Anna Korhonen, Ivan Vulic, Iryna Gurevych
Delving Deeper into Cross-lingual Visual Question Answering. EACL (Findings) (2023)
Benjamin Minixhofer, Jonas Pfeiffer, Ivan Vulic
Where's the Point? Self-Supervised Multilingual Punctuation-Agnostic Sentence Segmentation. CoRR (2023)
Ying Wang, Jonas Pfeiffer, Nicolas Carion, Yann LeCun, Aishwarya Kamath
Adapting Grounded Visual Question Answering Models to Low Resource Languages. CVPR Workshops (2023)
Clifton Poth, Hannah Sterz, Indraneil Paul, Sukannya Purkayastha, Leon Engländer, Timo Imhof, Ivan Vuli, Sebastian Ruder, Iryna Gurevych, Jonas Pfeiffer
Adapters: A Unified Library for Parameter-Efficient and Modular Transfer Learning. EMNLP (Demos) (2023)
Sukannya Purkayastha, Sebastian Ruder, Jonas Pfeiffer, Iryna Gurevych, Ivan Vulic
Romanization-based Large-scale Adaptation of Multilingual Language Models. CoRR (2023)
Chen Cecilia Liu, Jonas Pfeiffer, Ivan Vulic, Iryna Gurevych
Improving Generalization of Adapter-Based Cross-lingual Transfer with Scheduled Unfreezing. CoRR (2023)
Clifton Poth, Hannah Sterz, Indraneil Paul, Sukannya Purkayastha, Leon Engländer, Timo Imhof, Ivan Vulic, Sebastian Ruder, Iryna Gurevych, Jonas Pfeiffer
Adapters: A Unified Library for Parameter-Efficient and Modular Transfer Learning. CoRR (2023)
Jonas Pfeiffer, Sebastian Ruder, Ivan Vulic, Edoardo Maria Ponti
Modular Deep Learning. CoRR (2023)
Jonas Pfeiffer, Francesco Piccinno, Massimo Nicosia, Xinyi Wang, Machel Reid, Sebastian Ruder
mmT5: Modular Multilingual Pre-Training Solves Source Language Hallucinations. EMNLP (Findings) (2023)
Alexandra Chronopoulou, Jonas Pfeiffer, Joshua Maynez, Xinyi Wang, Sebastian Ruder, Priyanka Agrawal
Language and Task Arithmetic with Parameter-Efficient Layers for Zero-Shot Summarization. CoRR (2023)
Benjamin Minixhofer, Jonas Pfeiffer, Ivan Vulic
CompoundPiece: Evaluating and Improving Decompounding Performance of Language Models. CoRR (2023)
Gregor Geigle, Chen Liu, Jonas Pfeiffer, Iryna Gurevych
One does not fit all! On the Complementarity of Vision Encoders for Vision and Language Tasks. RepL4NLP@ACL (2023)
Sukannya Purkayastha, Sebastian Ruder, Jonas Pfeiffer, Iryna Gurevych, Ivan Vulic
Romanization-based Large-scale Adaptation of Multilingual Language Models. EMNLP (Findings) (2023)
Jonas Pfeiffer, Naman Goyal, Xi Victoria Lin, Xian Li, James Cross, Sebastian Riedel, Mikel Artetxe
Lifting the Curse of Multilinguality by Pre-training Modular Transformers. NAACL-HLT (2022)
Gregor Geigle, Chen Liu, Jonas Pfeiffer, Iryna Gurevych
One does not fit all! On the Complementarity of Vision Encoders for Vision and Language Tasks. CoRR (2022)
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
UKP-SQUARE: An Online Platform for Question Answering Research. CoRR (2022)
Emanuele Bugliarello, Fangyu Liu, Jonas Pfeiffer, Siva Reddy, Desmond Elliott, Edoardo Maria Ponti, Ivan Vulic
IGLUE: A Benchmark for Transfer Learning across Modalities, Tasks, and Languages. CoRR (2022)
Jonas Pfeiffer, Naman Goyal, Xi Victoria Lin, Xian Li, James Cross, Sebastian Riedel, Mikel Artetxe
Lifting the Curse of Multilinguality by Pre-training Modular Transformers. CoRR (2022)
Emanuele Bugliarello, Fangyu Liu, Jonas Pfeiffer, Siva Reddy, Desmond Elliott, Edoardo Maria Ponti, Ivan Vulic
IGLUE: A Benchmark for Transfer Learning across Modalities, Tasks, and Languages. ICML (2022)
Chen Liu, Jonas Pfeiffer, Anna Korhonen, Ivan Vulic, Iryna Gurevych
Delving Deeper into Cross-lingual Visual Question Answering. CoRR (2022)
Tilman Beck, Bela Bohlender, Christina Viehmann, Vincent Hane, Yanik Adamson, Jaber Khuri, Jonas Brossmann, Jonas Pfeiffer, Iryna Gurevych
AdapterHub Playground: Simple and Flexible Few-Shot Learning with Adapters. ACL (demo) (2022)
Gregor Geigle, Jonas Pfeiffer, Nils Reimers, Ivan Vulic, Iryna Gurevych
Retrieve Fast, Rerank Smart: Cooperative and Joint Approaches for Improved Cross-Modal Retrieval. Trans. Assoc. Comput. Linguistics 10 (2022)
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
UKP-SQUARE: An Online Platform for Question Answering Research. ACL (demo) (2022)
Jonas Pfeiffer, Gregor Geigle, Aishwarya Kamath, Jan-Martin O. Steitz, Stefan Roth, Ivan Vulic, Iryna Gurevych
xGQA: Cross-Lingual Visual Question Answering. ACL (Findings) (2022)
Tilman Beck, Bela Bohlender, Christina Viehmann, Vincent Hane, Yanik Adamson, Jaber Khuri, Jonas Brossmann, Jonas Pfeiffer, Iryna Gurevych
AdapterHub Playground: Simple and Flexible Few-Shot Learning with Adapters. CoRR (2021)
Phillip Rust, Jonas Pfeiffer, Ivan Vulic, Sebastian Ruder, Iryna Gurevych
How Good is Your Tokenizer? On the Monolingual Performance of Multilingual Language Models. ACL/IJCNLP (1) (2021)
Leonardo F. R. Ribeiro, Jonas Pfeiffer, Yue Zhang, Iryna Gurevych
Smelting Gold and Silver for Improved Multilingual AMR-to-Text Generation. CoRR (2021)
Jan-Martin O. Steitz, Jonas Pfeiffer, Iryna Gurevych, Stefan Roth
TxT: Crossmodal End-to-End Learning with Transformers. CoRR (2021)
Jonas Pfeiffer, Aishwarya Kamath, Andreas Rücklé, Kyunghyun Cho, Iryna Gurevych
AdapterFusion: Non-Destructive Task Composition for Transfer Learning. EACL (2021)
Jonas Pfeiffer, Ivan Vulic, Iryna Gurevych, Sebastian Ruder
UNKs Everywhere: Adapting Multilingual Language Models to New Scripts. EMNLP (1) (2021)
Gregor Geigle, Jonas Pfeiffer, Nils Reimers, Ivan Vulic, Iryna Gurevych
Retrieve Fast, Rerank Smart: Cooperative and Joint Approaches for Improved Cross-Modal Retrieval. CoRR (2021)
Jonas Pfeiffer, Pierre Kuster, Ilka E. M. Schulz, Jens Friebe, Peter Zacharias
Review of Flux Interaction of Differently Aligned Magnetic Fields in Inductors and Transformers. IEEE Access 9 (2021)
Jonas Pfeiffer, Gregor Geigle, Aishwarya Kamath, Jan-Martin O. Steitz, Stefan Roth, Ivan Vulic, Iryna Gurevych
xGQA: Cross-Lingual Visual Question Answering. CoRR (2021)
Gregor Geigle, Jonas Stadtmüller, Wei Zhao, Jonas Pfeiffer, Steffen Eger
TUDa at WMT21: Sentence-Level Direct Assessment with Adapters. WMT@EMNLP (2021)
Clifton Poth, Jonas Pfeiffer, Andreas Rücklé, Iryna Gurevych
What to Pre-Train on? Efficient Intermediate Task Selection. CoRR (2021)
Alan Ansell, Edoardo Maria Ponti, Jonas Pfeiffer, Sebastian Ruder, Goran Glavas, Ivan Vulic, Anna Korhonen
MAD-G: Multilingual Adapter Generation for Efficient Cross-Lingual Transfer. EMNLP (Findings) (2021)
Clifton Poth, Jonas Pfeiffer, Andreas Rücklé, Iryna Gurevych
What to Pre-Train on? Efficient Intermediate Task Selection. EMNLP (1) (2021)
Leonardo F. R. Ribeiro, Jonas Pfeiffer, Yue Zhang, Iryna Gurevych
Smelting Gold and Silver for Improved Multilingual AMR-to-Text Generation. EMNLP (1) (2021)
Jan-Martin O. Steitz, Jonas Pfeiffer, Iryna Gurevych, Stefan Roth
TxT: Crossmodal End-to-End Learning with Transformers. GCPR (2021)
Andreas Rücklé, Gregor Geigle, Max Glockner, Tilman Beck, Jonas Pfeiffer, Nils Reimers, Iryna Gurevych
AdapterDrop: On the Efficiency of Adapters in Transformers. EMNLP (1) (2021)
Andreas Rücklé, Jonas Pfeiffer, Iryna Gurevych
MultiCQA: Zero-Shot Transfer of Self-Supervised Text Matching Models on a Massive Scale. CoRR (2020)
Phillip Rust, Jonas Pfeiffer, Ivan Vulic, Sebastian Ruder, Iryna Gurevych
How Good is Your Tokenizer? On the Monolingual Performance of Multilingual Language Models. CoRR (2020)
Andreas Rücklé, Jonas Pfeiffer, Iryna Gurevych
MultiCQA: Zero-Shot Transfer of Self-Supervised Text Matching Models on a Massive Scale. EMNLP (1) (2020)
Jonas Pfeiffer, Ivan Vulic, Iryna Gurevych, Sebastian Ruder
MAD-X: An Adapter-Based Framework for Multi-Task Cross-Lingual Transfer. EMNLP (1) (2020)
Jonas Pfeiffer, Edwin Simpson, Iryna Gurevych
Low Resource Multi-Task Sequence Tagging - Revisiting Dynamic Conditional Random Fields. CoRR (2020)
Jonas Pfeiffer, Aishwarya Kamath, Andreas Rücklé, Kyunghyun Cho, Iryna Gurevych
AdapterFusion: Non-Destructive Task Composition for Transfer Learning. CoRR (2020)
Edwin Simpson, Jonas Pfeiffer, Iryna Gurevych
Low Resource Sequence Tagging with Weak Labels. AAAI (2020)
Jonas Pfeiffer, Andreas Rücklé, Clifton Poth, Aishwarya Kamath, Ivan Vulic, Sebastian Ruder, Kyunghyun Cho, Iryna Gurevych
AdapterHub: A Framework for Adapting Transformers. EMNLP (Demos) (2020)
Jonas Pfeiffer, Ivan Vulic, Iryna Gurevych, Sebastian Ruder
UNKs Everywhere: Adapting Multilingual Language Models to New Scripts. CoRR (2020)
Jonas Pfeiffer, Ivan Vulic, Iryna Gurevych, Sebastian Ruder
MAD-X: An Adapter-based Framework for Multi-task Cross-lingual Transfer. CoRR (2020)
Elisabeth Bauer, Michael Sailer, Jan Kiesewetter, David Williamson Shaffer, Claudia Schulz, Jonas Pfeiffer, Iryna Gurevych, Martin R. Fischer, Frank Fischer
Pre-Service Teachers' Diagnostic Argumentation: What is the Role of Conceptual Knowledge and Cross-Domain Epistemic Activities? ICLS (2020)
Andreas Rücklé, Gregor Geigle, Max Glockner, Tilman Beck, Jonas Pfeiffer, Nils Reimers, Iryna Gurevych
AdapterDrop: On the Efficiency of Adapters in Transformers. CoRR (2020)
Jonas Pfeiffer, Andreas Rücklé, Clifton Poth, Aishwarya Kamath, Ivan Vulic, Sebastian Ruder, Kyunghyun Cho, Iryna Gurevych
AdapterHub: A Framework for Adapting Transformers. CoRR (2020)
Tariq Alhindi, Jonas Pfeiffer, Smaranda Muresan
Fine-Tuned Neural Models for Propaganda Detection at the Sentence and Fragment levels. CoRR (2019)
Jonas Pfeiffer, Christian M. Meyer, Claudia Schulz, Jan Kiesewetter, Jan M. Zottmann, Michael Sailer, Elisabeth Bauer, Frank Fischer, Martin R. Fischer, Iryna Gurevych
FAMULUS: Interactive Annotation and Feedback Generation for Teaching Diagnostic Reasoning. CoRR (2019)
Aishwarya Kamath, Jonas Pfeiffer, Edoardo Maria Ponti, Goran Glavas, Ivan Vulic
Specializing Distributional Vectors of All Words for Lexical Entailment. RepL4NLP@ACL (2019)
Elisabeth Bauer, Michael Sailer, Jan Kiesewetter, Claudia Schulz, Jonas Pfeiffer, Iryna Gurevych, Martin R. Fischer, Frank Fischer
Using ENA to Analyze Pre-service Teachers' Diagnostic Argumentations: A Conceptual Framework and Initial Applications. ICQE (2019)
Jonas Pfeiffer, Aishwarya Kamath, Iryna Gurevych, Sebastian Ruder
What do Deep Networks Like to Read? CoRR (2019)
Jonas Pfeiffer, Christian M. Meyer, Claudia Schulz, Jan Kiesewetter, Jan M. Zottmann, Michael Sailer, Elisabeth Bauer, Frank Fischer, Martin R. Fischer, Iryna Gurevych
FAMULUS: Interactive Annotation and Feedback Generation for Teaching Diagnostic Reasoning. EMNLP/IJCNLP (3) (2019)
Jonas Pfeiffer, Samuel Broscheit, Rainer Gemulla, Mathias Göschl
A Neural Autoencoder Approach for Document Ranking and Query Refinement in Pharmacogenomic Information Retrieval. BioNLP (2018)