A Neural Autoencoder Approach for Document Ranking and Query Refinement in Pharmacogenomic Information Retrieval. - Jonas Pfeiffer; Samuel Broscheit; Rainer Gemulla; Mathias Göschl (BioNLP, 2018)

FAMULUS: Interactive Annotation and Feedback Generation for Teaching Diagnostic Reasoning. - Jonas Pfeiffer; Christian M. Meyer; Claudia Schulz 001; Jan Kiesewetter; Jan M. Zottmann; Michael Sailer; Elisabeth Bauer; Frank Fischer 001; Martin R. Fischer; Iryna Gurevych (EMNLP/IJCNLP (3), 2019)

Using ENA to Analyze Pre-service Teachers' Diagnostic Argumentations: A Conceptual Framework and Initial Applications. - Elisabeth Bauer; Michael Sailer; Jan Kiesewetter; Claudia Schulz 001; Jonas Pfeiffer; Iryna Gurevych; Martin R. Fischer; Frank Fischer 001 (ICQE, 2019)

Specializing Distributional Vectors of All Words for Lexical Entailment. - Aishwarya Kamath; Jonas Pfeiffer; Edoardo Maria Ponti; Goran Glavas; Ivan Vulic (RepL4NLP@ACL, 2019)

What do Deep Networks Like to Read? - Jonas Pfeiffer; Aishwarya Kamath; Iryna Gurevych; Sebastian Ruder (CoRR, 2019)

Fine-Tuned Neural Models for Propaganda Detection at the Sentence and Fragment levels. - Tariq Alhindi; Jonas Pfeiffer; Smaranda Muresan (CoRR, 2019)

Low Resource Sequence Tagging with Weak Labels. - Edwin Simpson; Jonas Pfeiffer; Iryna Gurevych (AAAI, 2020)

AdapterHub: A Framework for Adapting Transformers. - Jonas Pfeiffer; Andreas Rücklé; Clifton Poth; Aishwarya Kamath; Ivan Vulic; Sebastian Ruder; Kyunghyun Cho; Iryna Gurevych (EMNLP (Demos), 2020)

MAD-X: An Adapter-Based Framework for Multi-Task Cross-Lingual Transfer. - Jonas Pfeiffer; Ivan Vulic; Iryna Gurevych; Sebastian Ruder (EMNLP (1), 2020)

MultiCQA: Zero-Shot Transfer of Self-Supervised Text Matching Models on a Massive Scale. - Andreas Rücklé; Jonas Pfeiffer; Iryna Gurevych (EMNLP (1), 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 001; Jonas Pfeiffer; Iryna Gurevych; Martin R. Fischer; Frank Fischer 001 (ICLS, 2020)

Low Resource Multi-Task Sequence Tagging - Revisiting Dynamic Conditional Random Fields. - Jonas Pfeiffer; Edwin Simpson; Iryna Gurevych (CoRR, 2020)

How Good is Your Tokenizer? On the Monolingual Performance of Multilingual Language Models. - Phillip Rust; Jonas Pfeiffer; Ivan Vulic; Sebastian Ruder; Iryna Gurevych (ACL/IJCNLP (1), 2021)

TxT: Crossmodal End-to-End Learning with Transformers. - Jan-Martin O. Steitz; Jonas Pfeiffer; Iryna Gurevych; Stefan Roth 001 (GCPR, 2021)

AdapterFusion: Non-Destructive Task Composition for Transfer Learning. - Jonas Pfeiffer; Aishwarya Kamath; Andreas Rücklé; Kyunghyun Cho; Iryna Gurevych (EACL, 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 (EMNLP (Findings), 2021)

UNKs Everywhere: Adapting Multilingual Language Models to New Scripts. - Jonas Pfeiffer; Ivan Vulic; Iryna Gurevych; Sebastian Ruder (EMNLP (1), 2021)

What to Pre-Train on? Efficient Intermediate Task Selection. - Clifton Poth; Jonas Pfeiffer; Andreas Rücklé; Iryna Gurevych (EMNLP (1), 2021)

Smelting Gold and Silver for Improved Multilingual AMR-to-Text Generation. - Leonardo F. R. Ribeiro; Jonas Pfeiffer; Yue Zhang; Iryna Gurevych (EMNLP (1), 2021)

AdapterDrop: On the Efficiency of Adapters in Transformers. - Andreas Rücklé; Gregor Geigle; Max Glockner; Tilman Beck; Jonas Pfeiffer; Nils Reimers 001; Iryna Gurevych (EMNLP (1), 2021)

TUDa at WMT21: Sentence-Level Direct Assessment with Adapters. - Gregor Geigle; Jonas Stadtmüller; Wei Zhao 033; Jonas Pfeiffer; Steffen Eger (WMT@EMNLP, 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)

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 001; Gözde Gül Sahin; et al. (ACL (demo), 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 (ACL (demo), 2022)

xGQA: Cross-Lingual Visual Question Answering. - Jonas Pfeiffer; Gregor Geigle; Aishwarya Kamath; Jan-Martin O. Steitz; Stefan Roth 001; Ivan Vulic; Iryna Gurevych (ACL (Findings), 2022)

IGLUE: A Benchmark for Transfer Learning across Modalities, Tasks, and Languages. - Emanuele Bugliarello; Fangyu Liu 001; Jonas Pfeiffer; Siva Reddy; Desmond Elliott; Edoardo Maria Ponti; Ivan Vulic (ICML, 2022)

Lifting the Curse of Multilinguality by Pre-training Modular Transformers. - Jonas Pfeiffer; Naman Goyal 001; Xi Victoria Lin; Xian Li 003; James Cross 003; Sebastian Riedel 001; Mikel Artetxe (NAACL-HLT, 2022)

Retrieve Fast, Rerank Smart: Cooperative and Joint Approaches for Improved Cross-Modal Retrieval. - Gregor Geigle; Jonas Pfeiffer; Nils Reimers 001; Ivan Vulic; Iryna Gurevych (Trans. Assoc. Comput. Linguistics, 2022)

Where's the Point? Self-Supervised Multilingual Punctuation-Agnostic Sentence Segmentation. - Benjamin Minixhofer; Jonas Pfeiffer; Ivan Vulic (ACL (1), 2023)

Adapting Grounded Visual Question Answering Models to Low Resource Languages. - Ying Wang 063; Jonas Pfeiffer; Nicolas Carion; Yann LeCun; Aishwarya Kamath (CVPR Workshops, 2023)

Delving Deeper into Cross-lingual Visual Question Answering. - Chen Liu; Jonas Pfeiffer; Anna Korhonen; Ivan Vulic; Iryna Gurevych (EACL (Findings), 2023)

CompoundPiece: Evaluating and Improving Decompounding Performance of Language Models. - Benjamin Minixhofer; Jonas Pfeiffer; Ivan Vulic (EMNLP, 2023)

mmT5: Modular Multilingual Pre-Training Solves Source Language Hallucinations. - Jonas Pfeiffer; Francesco Piccinno; Massimo Nicosia; Xinyi Wang 001; Machel Reid; Sebastian Ruder (EMNLP (Findings), 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 (EMNLP (Demos), 2023)

Romanization-based Large-scale Adaptation of Multilingual Language Models. - Sukannya Purkayastha; Sebastian Ruder; Jonas Pfeiffer; Iryna Gurevych; Ivan Vulic (EMNLP (Findings), 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 (RepL4NLP@ACL, 2023)

Improving Generalization of Adapter-Based Cross-lingual Transfer with Scheduled Unfreezing. - Chen Cecilia Liu; Jonas Pfeiffer; Ivan Vulic; Iryna Gurevych (CoRR, 2023)

Language and Task Arithmetic with Parameter-Efficient Layers for Zero-Shot Summarization. - Alexandra Chronopoulou; Jonas Pfeiffer; Joshua Maynez; Xinyi Wang 001; Sebastian Ruder; Priyanka Agrawal (CoRR, 2023)

Modular Deep Learning. - Jonas Pfeiffer; Sebastian Ruder; Ivan Vulic; Edoardo M. Ponti (Trans. Mach. Learn. Res., 2023)

Modular and Parameter-efficient Fine-tuning of Language Models. - Jonas Pfeiffer (2023)

Modulare and Parameter-effiziente Fine-abstimmung von Sprachmodellen. - Jonas Pfeiffer (Ausgezeichnete Informatikdissertationen, 2023)

M2QA: Multi-domain Multilingual Question Answering. - Leon Engländer; Hannah Sterz; Clifton Poth; Jonas Pfeiffer; Ilia Kuznetsov; Iryna Gurevych (EMNLP (Findings), 2024)

FUN with Fisher: Improving Generalization of Adapter-Based Cross-lingual Transfer with Scheduled Unfreezing. - Chen Liu; Jonas Pfeiffer; Ivan Vulic; Iryna Gurevych (NAACL-HLT, 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)

DARE: Diverse Visual Question Answering with Robustness Evaluation. - Hannah Sterz; Jonas Pfeiffer; Ivan Vulic (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)

Deliberation in Latent Space via Differentiable Cache Augmentation. - Luyang Liu; Jonas Pfeiffer; Jiaxing Wu; Jun Xie; Arthur Szlam (CoRR, 2024)