publications

2022

  1. Lifting the Curse of Multilinguality by Pre-training Modular Transformers
    In NAACL 2022
  2. xGQA: Cross-Lingual Visual Question Answering
    In Findings of ACL 2022
  3. IGLUE: A Benchmark for Transfer Learning across Modalities, Tasks, and Languages
    In ICML 2022
  4. Delving Deeper into Cross-lingual Visual Question Answering
    Liu., ChenPfeiffer, JonasKorhonen, AnnaVulić, Ivan, and Gurevych, Iryna
    arXiv preprint 2022
  5. Retrieve Fast, Rerank Smart: Cooperative and Joint Approaches for Improved Cross-Modal Retrieval
    In TACL 2022
  6. AdapterHub Playground: Simple and Flexible Few-Shot Learning with Adapters
    Beck, Tilman, Bohlender, Bela, Viehmann, Christina, Hane, Vincent, Adamson, Yanik, Khuri, Jaber, Brossmann, Jonas,  Pfeiffer, Jonas, and Gurevych, Iryna
    In Proceedings of ACL - System Demonstrations 2022
  7. UKP-SQUARE: An Online Platform for Question Answering Research
    In Proceedings of ACL - System Demonstrations 2022

2021

  1. UNKs Everywhere: Adapting Multilingual Language Models to New Scripts
    Pfeiffer, JonasVulić, IvanGurevych, Iryna, and Ruder, Sebastian
    In Proceedings of EMNLP 2021
  2. What to Pre-Train on? Efficient Intermediate Task Selection
    Poth, CliftonPfeiffer, JonasRücklé, Andreas, and Gurevych, Iryna
    In Proceedings of EMNLP 2021
  3. AdapterDrop: On the Efficiency of Adapters in Transformers
    In Proceedings of EMNLP 2021
  4. Smelting Gold and Silver for Improved Multilingual AMR-to-Text Generation
    In Proceedings of EMNLP 2021
  5. MAD-G: Multilingual Adapter Generation for Efficient Cross-Lingual Transfer
    In EMNLP Findings 2021
  6. AdapterFusion: Non-Destructive Task Composition for Transfer Learning
    In Proceedings of EACL 2021
  7. How Good is Your Tokenizer? On the Monolingual Performance of Multilingual Language Models
    In Proceedings of ACL 2021

2020

  1. MAD-X: An Adapter-Based Framework for Multi-Task Cross-Lingual Transfer
    Pfeiffer, JonasVulić, IvanGurevych, Iryna, and Ruder, Sebastian
    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
    Rücklé, AndreasPfeiffer, Jonas, and Gurevych, Iryna
    In Proceedings of EMNLP 2020
  4. Low Resource Sequence Tagging with Weak Labels
    Simpson, EdwinPfeiffer, Jonas, and Gurevych, Iryna
    In Proceedings of AAAI 2020
  5. Low Resource Multi-Task Sequence Tagging - Revisiting Dynamic Conditional Random Fields
    Pfeiffer, JonasSimpson, Edwin, and Gurevych, Iryna
    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
    Pfeiffer, Jonas, Meyer, Christian M., Schulz, Claudia, Kiesewetter, Jan, Zottmann, Jan M., Sailer, Michael, Bauer, Elisabeth, Fischer, Frank, Fischer, Martin R., and Gurevych, Iryna
    In Proceedings of EMNLP - System Demonstrations 2019
  4. Fine-Tuned Neural Models for Propaganda Detection at the Sentence and Fragment levels
    Alhindi, TariqPfeiffer, Jonas, and Muresan, Smaranda
    In Proceedings of NLP4IF@EMNLP 2019

2018

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