Jonas Pfeiffer

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Iryna GurevychFull Professor, TU Darmstadt; Adjunct Professor, MBZUAI, UAE; Affiliated Professor, INSAIT, BulgariaVerified email at cs.tu-darmstadt.de
Ivan VulićUniversity of CambridgeVerified email at cam.ac.uk
Sebastian RuderResearch Scientist, MetaVerified email at meta.com
Aishwarya KamathGoogle DeepMindVerified email at google.com
Andreas RückléAmazonVerified email at amazon.com
Clifton PothML Engineer, CohereVerified email at cohere.com
Gregor GeiglePhD student at University WürzburgVerified email at uni-wuerzburg.de
Kyunghyun ChoNew York University, GenentechVerified email at nyu.edu
Edoardo M. PontiUniversity of Edinburgh / NVIDIAVerified email at ed.ac.uk
Nils ReimersVP Search, CohereVerified email at nils-reimers.de
Hannah SterzUniversity of CambridgeVerified email at cam.ac.uk
Phillip RustPhD Student - University of CopenhagenVerified email at di.ku.dk
Goran GlavašProfessor of Computer Science (Chair for Natural Language Processing), University of WürzburgVerified email at uni-wuerzburg.de
Max GlocknerDoctoral Researcher, UKP Lab, Technische Universität DarmstadtVerified email at ukp.informatik.tu-darmstadt.de
Anna KorhonenProfessor, Artificial Intelligence, University of CambridgeVerified email at cam.ac.uk
Chen Cecilia LiuTechnische Universität DarmstadtVerified email at ukp.informatik.tu-darmstadt.de
Stefan RothProfessor of Computer Science, TU DarmstadtVerified email at visinf.tu-darmstadt.de
Jan-Martin O. SteitzPhD Student, Visual Inference Lab, TU DarmstadtVerified email at visinf.tu-darmstadt.de
Fangyu LiuResearch Scientist, Google DeepMindVerified email at google.com
Emanuele BugliarelloResearch Scientist, Google DeepMindVerified email at google.com

Jonas Pfeiffer

Research Scientist, Google DeepMind

Verified email at google.com - Homepage

Natural Language Processing Machine Learning


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AdapterFusion: Non-Destructive Task Composition for Transfer Learning J Pfeiffer, A Kamath, A Rücklé, K Cho, I Gurevych EACL 2021, 2021	780	2021
AdapterHub: A Framework for Adapting Transformers J Pfeiffer, A Rücklé, C Poth*, A Kamath, I Vulić, S Ruder, K Cho, ... EMNLP 2020, 2020	656	2020
MAD-X: An Adapter-Based Framework for Multi-Task Cross-Lingual Transfer J Pfeiffer, I Vulić, I Gurevych, S Ruder EMNLP 2020, 2020	589	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	244	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	236	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	128*	2022
Modular Deep Learning J Pfeiffer, S Ruder, I Vulić, EM Ponti TMLR 2023, 2023	106	2023
What to Pre-Train on? Efficient Intermediate Task Selection C Poth, J Pfeiffer, A Rücklé, I Gurevych EMNLP 2021, 2021	105	2021
UNKs Everywhere: Adapting Multilingual Language Models to New Scripts J Pfeiffer, I Vulić, I Gurevych, S Ruder EMNLP 2021, 2021	103	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	86	2021
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	65	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	56	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	56	2022
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	40	2023
MultiCQA: Zero-Shot Transfer of Self-Supervised Text Matching Models on a Massive Scale A Rücklé, J Pfeiffer, I Gurevych EMNLP 2020, 2020	35	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
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	19	2022
Low Resource Sequence Tagging with Weak Labels E Simpson, J Pfeiffer, I Gurevych AAAI 2020, 2020	18	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	18	2018

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