AdapterFusion: Non-Destructive Task Composition for Transfer Learning J Pfeiffer, A Kamath, A Rücklé, K Cho, I Gurevych EACL 2021, 2021 | 586 | 2021 |
AdapterHub: A Framework for Adapting Transformers J Pfeiffer*, A Rücklé*, C Poth*, A Kamath, I Vulić, S Ruder, K Cho, ... EMNLP 2020, 2020 | 566 | 2020 |
MAD-X: An Adapter-Based Framework for Multi-Task Cross-Lingual Transfer J Pfeiffer, I Vulić, I Gurevych, S Ruder EMNLP 2020, 2020 | 514 | 2020 |
AdapterDrop: On the Efficiency of Adapters in Transformers A Rücklé, G Geigle, M Glockner, T Beck, J Pfeiffer, N Reimers, I Gurevych EMNLP 2021, 2021 | 190 | 2021 |
How Good is Your Tokenizer? On the Monolingual Performance of Multilingual Language Models P Rust*, J Pfeiffer*, I Vulić, S Ruder, I Gurevych ACL 2021, 2021 | 190 | 2021 |
Lifting the Curse of Multilinguality by Pre-training Modular Transformers J Pfeiffer, N Goyal, XV Lin, X Li, J Cross, S Riedel, M Artetxe NAACL 2022, 2022 | 103* | 2022 |
UNKs Everywhere: Adapting Multilingual Language Models to New Scripts J Pfeiffer, I Vulić, I Gurevych, S Ruder EMNLP 2021, 2021 | 92 | 2021 |
What to Pre-Train on? Efficient Intermediate Task Selection C Poth, J Pfeiffer, A Rücklé, I Gurevych EMNLP 2021, 2021 | 90 | 2021 |
MAD-G: Multilingual Adapter Generation for Efficient Cross-Lingual Transfer A Ansell, EM Ponti, J Pfeiffer, S Ruder, G Glavaš, I Vulić, A Korhonen Findings of EMNLP 2021, 2021 | 77 | 2021 |
Modular Deep Learning J Pfeiffer, S Ruder, I Vulić, EM Ponti TMLR 2023, 2023 | 65 | 2023 |
Retrieve Fast, Rerank Smart: Cooperative and Joint Approaches for Improved Cross-Modal Retrieval G Geigle*, J Pfeiffer*, N Reimers, I Vulić, I Gurevych TACL 2022, 2022 | 57 | 2022 |
IGLUE: A Benchmark for Transfer Learning across Modalities, Tasks, and Languages E Bugliarello, F Liu, J Pfeiffer, S Reddy, D Elliott, EM Ponti, I Vulić ICML 2022, 2022 | 50 | 2022 |
xGQA: Cross-Lingual Visual Question Answering J Pfeiffer, G Geigle, A Kamath, JMO Steitz, S Roth, I Vulić, I Gurevych Findings of ACL 2022, 2022 | 41 | 2022 |
MultiCQA: Zero-Shot Transfer of Self-Supervised Text Matching Models on a Massive Scale A Rücklé, J Pfeiffer, I Gurevych EMNLP 2020, 2020 | 34 | 2020 |
Fine-Tuned Neural Models for Propaganda Detection at the Sentence and Fragment levels T Alhindi, J Pfeiffer, S Muresan EMNLP (NLP4IF) 2019, 2019 | 25 | 2019 |
Specializing distributional vectors of all words for lexical entailment A Kamath*, J Pfeiffer*, E Ponti, G Glavaš, I Vulić ACL (RepL4NLP) 2019, 2019 | 24 | 2019 |
Low Resource Sequence Tagging with Weak Labels E Simpson, J Pfeiffer, I Gurevych AAAI 2020, 2020 | 17 | 2020 |
A neural autoencoder approach for document ranking and query refinement in pharmacogenomic information retrieval J Pfeiffer, S Broscheit, R Gemulla, M Göschl ACL (BioNLP) 2018, 2018 | 17 | 2018 |
Adapters: A Unified Library for Parameter-Efficient and Modular Transfer Learning C Poth, H Sterz, I Paul, S Purkayastha, L Engländer, T Imhof, I Vulić, ... EMNLP 2023, 2023 | 16 | 2023 |
AdapterHub Playground: Simple and Flexible Few-Shot Learning with Adapters T Beck, B Bohlender, C Viehmann, V Hane, Y Adamson, J Khuri, ... ACL 2022, 2022 | 15 | 2022 |