publications

2021

  1. UNKs Everywhere: Adapting Multilingual Language Models to New Scripts
    arXiv preprint 2021
  2. What to Pre-Train on? Efficient Intermediate Task Selection
    Clifton Poth, Jonas Pfeiffer, Andreas Rücklé, and Iryna Gurevych
    arXiv preprint 2021
  3. Retrieve Fast, Rerank Smart: Cooperative and Joint Approaches for Improved Cross-Modal Retrieval
    arXiv preprint 2021
  4. How Good is Your Tokenizer? On the Monolingual Performance of Multilingual Language Models
    In Proceedings of ACL 2021
  5. AdapterFusion: Non-Destructive Task Composition for Transfer Learning
    In Proceedings of EACL 2021

2020

  1. MAD-X: An Adapter-Based Framework for Multi-Task Cross-Lingual Transfer
    In Proceedings of EMNLP 2020
  2. AdapterHub: A Framework for Adapting Transformers
    In Proceedings of EMNLP - System Demonstrations 2020
  3. MultiCQA: Zero-Shot Transfer of Self-Supervised Text Matching Models on a Massive Scale
    Andreas Rücklé, Jonas Pfeiffer, and Iryna Gurevych
    In Proceedings of EMNLP 2020
  4. AdapterDrop: On the Efficiency of Adapters in Transformers
    arXiv preprint 2020
  5. Low Resource Sequence Tagging with Weak Labels
    Edwin Simpson, Jonas Pfeiffer, and Iryna Gurevych
    In Proceedings of AAAI 2020
  6. Low Resource Multi-Task Sequence Tagging - Revisiting Dynamic Conditional Random Fields
    Jonas Pfeiffer, Edwin Simpson, and Iryna Gurevych
    arXiv preprint 2020

2019

  1. Specializing Distributional Vectors of All Words for Lexical Entailment
    In Proceedings of RepL4NLP@ACL 2019 2019
  2. What do Deep Networks Like to Read?
    arXiv preprint 2019
  3. 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, and Iryna Gurevych
    In Proceedings of EMNLP - System Demonstrations 2019
  4. Fine-Tuned Neural Models for Propaganda Detection at the Sentence and Fragment levels
    Tariq Alhindi, Jonas Pfeiffer, and Smaranda Muresan
    In Proceedings of NLP4IF@EMNLP 2019

2018

  1. A Neural Autoencoder Approach for Document Ranking and Query Refinement in Pharmacogenomic Information Retrieval
    Jonas Pfeiffer, Samuel Broscheit, Rainer Gemulla, and Mathias Göschl
    In Proceedings of BioNLP@ACL 2018